Local Factor Models for Large-Scale Inductive Recommendation
Longqi Yang, Tobias Schnabel, Paul Bennett, Susan Dumais
RecSys | September 2021
Susan Dumais
Technical Fellow & Managing Director, Microsoft Research New England, New York City and Montreal
Publications
Publications by Year
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Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
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Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
Configuring Audiences: A Case Study of Email Communication
Justine Zhang, James W. Pennebaker, Susan Dumais, Eric Horvitz
May 2020
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
SIGCHI Lifetime Research Award Talk: Interdisciplinary Perspectives On Search
2020 CHI Conference on Human Factors in Computing Systems | April 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
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Meta Label Correction for Learning with Weak Supervision
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
1911.03809 | November 2019
Published by arXiv
Evaluating User Actions as a Proxy for Email Significance
Tarfah Alrashed, Chia-Jung Lee, Peter Bailey, Christopher Lin, Milad Shokouhi, Susan Dumais
The World Wide Web Conference | May 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
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Calendar-Aware Proactive Email Recommendation
Qian Zhao, Paul Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan Dumais
Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing Search in Productivity Software
Horatiu Bota, Adam Fourney, Susan Dumais, Tomasz L. Religa, Robert Rounthwaite
Proceedings of CHIIR 2018 | March 2018
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration
Tobias Schnabel, Paul N. Bennett, Susan Dumais, Thorsten Joachims
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM '18) | February 2018
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Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
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Tightly Coupling Search and Structure
December 2016
SIGIR'97 - Workshop on Information Reduction
Characterizing Cross-Domain Search Behavior
Rishabh Mehrotra, Paul N. Bennett, Susan Dumais, Jaime Teevan
Proceedings of the Second Workshop on Heterogeneous Information Access at SIGIR 2016 (HIA'16) | July 2016
Automatic Identification and Contextual Reformulation of Implicit System-Related Queries
Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
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OMG UR Funny! Computer-Aided Humor with an Application to Chat
Miaomiao Wen, Nancy Baym, Omer Tamuz, Jaime Teevan, Susan Dumais, Adam Tauman Kalai
ICCC 2015 | October 2015
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
Understanding Gaze and Scrolling Strategies in Text Consumption Tasks
PETMEI 2015 | September 2015
Matching and Grokking: Approaches to Personalized Crowdsourcing
Adam Tauman Kalai, Susan Dumais, Jaime Teevan
International Joint Conferences on Artificial Intelligence (IJCAI 2015) | July 2015
Best Papers From Sister Conferences Track
The Activity Platform
Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
Large-Scale Behavioral Data: Potential and Pitfalls
April 2015
Athena Lecture at CHI 2015
Thinking Outside of the (Search) Box
April 2015
Seattle Technology Alliance: Technology & Discovery Series
Drawing Causal Inference from Big Data
March 2015
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Personalized search
December 2014
Keynote at NTCIR 2014
A Crowd of Your Own: Crowdsourcing for On-Demand Personalization
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
HCOMP 2014 | November 2014
Notable Paper
Search and Context
September 2014
Keynote at CLEF 2014
Gaze and Mouse Coordination in Everyday Work
Dan Liebling, Susan Dumais
4th International Conference on Pervasive Eye Tracking and Mobile Eye-Based Interaction | September 2014
Viewpoint: Slow Search
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais
Communications of the ACM | August 2014, Vol 57(8)
Slow Search
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais
Communications of the ACM | August 2014, Vol 57: pp. 36-38
Searching: Fast and slow
TAIA Workshop SIGIR 2014 | July 2014
Putting Searchers into Search
Athena Lecture at SIGIR 2014 | July 2014
Putting the Searchers Back Into Search
July 2014
The 37th Annual International ACM SIGIR Conference 2014
CiteSight: Supporting Contextual Citation Recommendation Using Differential Search
Avishay Livne, Vivek Gokuladas, Jaime Teevan, Susan Dumais, Eytan Adar
SIGIR 2014 | July 2014
Supporting Complex Search Tasks
Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
Understanding and Improving Web Search Using Large-Scale Observations and Experiments
May 2014
APS (Association for Psychological Science) Invited Session on Big Data
Understanding User Behavior Through Log Data and Analysis
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
Ways of Knowing in HCI
Published by Springer | March 2014
ISBN: 978-1-4939-0378-8
Struggling or Exploring? Disambiguating Search Sessions
Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Lessons from the Journey: A Query Log Analysis of Within-Session Learning
Carsten Eickhoff, Jaime Teevan, Ryen W. White, Susan Dumais
WSDM 2014 | February 2014
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Personalization via Probabilistic Adaptation
David Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
NIPS 2013 Workshop on Personalization (An extended abstract of work that first appeared in WSDM 2012) | December 2013
Personalized Search: Potential and Pitfalls
December 2013
NIPS 2013 Workshop on Personalization, Keynote Talk
Promoting Civil Discourse Through Search Engine Diversity
Elad Yom-Tov, Susan Dumais, Qi Guo
Social Science Computer Review | November 2013
Personalized Human Computation
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
Proceedings of HComp 2013 | November 2013
Slow Search: Information Retrieval without Time Constraints
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais, Yubin Kim
Proceedings of HCIR 2013 | October 2013
Behavioral Dynamics on the Web: Learning, Modeling, and Prediction
Kira Radinsky, Krysta M. Svore, Susan Dumais, Milad Shokouhi, Jaime Teevan, Alex Bocharov, Eric Horvitz
ACM Transactions on Information Systems | July 2013, Vol 31(3)
Notable Computing Books and Articles of 2013
Towards Supporting Search over Trending Events with Social Media
Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais
Proceedings of ICWSM 2013 | July 2013
Best Paper Honorable Mention
Clarifications and Question Specificity in Synchronous Social Q&A
Makoto Kato, Ryen W. White, Jaime Teevan, Susan Dumais
Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2013) | April 2013
Task-based Search: A Search Engine Perspective
March 2013
Invited Talk at NSF Task-Based Information Search Systems Workshop
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
Predicting Citation Counts Using Text and Graph Mining
Avishay Livne, Eytan Adar, Jaime Teevan, Susan Dumais
iConference 2013, Workshop on Computational Scientometrics: Theory and Application | February 2013
Temporal Web Dynamics And Its Application To Information Retrieval
Yi Chang, Fernando Diaz, Anlei Dong, Susan Dumais, Kira Radinsky, Milad Shokouhi
Proceedings of WSDM 2013 (Tutorial) | February 2013
Personalizing Atypical Web Search Sessions
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
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#TAIA2012
Fernando Diaz, Susan Dumais, Kira Radinsky, Maarten de Rijke, Milad Shokouhi
ACM SIGIR Forum | December 2012
Leaving So Soon? Understanding and Predicting Web Search Abandonment Rationales
CIKM 2012 | October 2012
PivotPaths: Strolling through Faceted Information Spaces
Marian Dörk, Nathalie Henry Riche, Gonzalo Ramo, Susan Dumais
InfoVis 2012 | October 2012
Temporal Dynamics and Information Retrieval
August 2012
SIAM-SDM 2012, Keynote Talk
Creating Temporally Dynamic Web Search Snippets
Krysta M. Svore, Jaime Teevan, Susan Dumais, Anagha Kulkarni
Proceedings of SIGIR'12, Portland, Oregon, USA | August 2012
Modeling the Impact of Short- and Long-Term Behavior on Search Personalization
Paul Bennett, Ryen W. White, Wei Chu, Susan Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Search, Interrupted: Understanding and Predicting Search Task Continuation
Eugene Agichtein, Ryen W. White, Susan Dumais, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Direct Answers for Search Queries in the Long Tail
Michael S. Bernstein, Jaime Teevan, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CHI 2012 | May 2012
Best Paper, Honorable Mention
Modeling and Predicting Behavioral Dynamics on the Web
Kira Radinsky, Krysta M. Svore, Susan Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
To appear.
Characterizing Web Content, User Interests, and Search Behavior by Reading Level and Topic
Jinyoung Kim, Kevyn Collins-Thompson, Paul Bennett, Susan Dumais
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining | February 2012
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining
Probabilistic Models for Personalizing Web Search
David Sontag, Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
WSDM 2012: Fifth International Conference on Web Search and Data Miniing | February 2012
Large-Scale Analysis of Individual and Task Differences in Search Result Page Examination Strategies
WSDM 2012 | January 2012
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Partially Labeled Topic Models for Interpretable Text Mining
Daniel Ramage, Christopher D. Manning, Susan Dumais
KDD 2011 | August 2011
Temporal Dynamics and Information Systems
iConference 2011, Keynote Talk | August 2011
Web Retrieval, Ranking and Personalization
Jaime Teevan, Susan Dumais, Ryen W. White
Interactive Information Seeking and Retrieval
July 2011
Modeling and Analyses of Multi-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR'11, Beijing, China | July 2011
Why Searchers Switch: Understanding and Predicting Engine Switching Rationales
Qi Guo, Ryen W. White, Yunqiao Zhang, Blake Anderson, Susan Dumais
34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), Beijing, China | July 2011
Why users switch: Understanding and predicting search engine switching rationales
Qi Guo, Ryen W. White, Yunqiao Zhang, Blake Anderson, Susan Dumais
SIGIR 2011 | July 2011
Modeling and Analysis of Cross-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of SIGIR 2011 | July 2011
Design and Analysis of Large Scale Log Studies
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
CHI 2011 (Course) | May 2011
Mark My Words! Linguistic Style Accommodation in Social Media
Cristian Danescu-Niculescu-Mizil, Michael Gamon, Susan Dumais
Proceedings of WWW 2011, Hyderabad, India. | April 2011
Understanding Temporal Query Dynamics
Anagha Kulkarni, Jaime Teevan, Krysta M. Svore, Susan Dumais
Web Search and Data Mining (WSDM) 2011 | February 2011
No Clicks, No Problem: Using Cursor Movements to Understand and Improve Search
Jeff Huang, Ryen W. White, Susan Dumais
Proceedings of CHI | January 2011
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Predicting Short-term Interests Using Activity-Based Search Contexts
Ryen W. White, Paul Bennett, Susan Dumais
Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Understanding web browsing behaviors through Weibull analysis of dwell time
Chao Liu, Ryen W. White, Susan Dumais
SIGIR '10: Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval | October 2010
ISBN: 978-1-4503-0153-4
Understand and Supporting People in Dynamic Information Environments
September 2010
Stuff I’ve Seen: Retrospective and Prospective
August 2010
SIGIR 2010 Desktop Search Workshop, Keynote Talk
Modeling Long-Term Search Engine Usage
Ryen W. White, Ashish Kapoor, Susan Dumais
18th International Conference, UMAP 2010, Big Island, HI, USA, June 20-24, 2010 | June 2010
ISBN: 978-3-642-13469-2
Best Paper Finalist
Characterizing Microblogs with Topic Models
Daniel Ramage, Susan Dumais, Dan Liebling
Proc. ICWSM 2010 | May 2010
Predicting Query Performance Using Query, Result and Interaction Features
Qi Guo, Ryen W. White, Susan Dumais, Jue Wang, Blake Anderson
RIAO 2010 | April 2010
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
A Longitudinal Study of How Highlighting Web Content Change Affects People’s Web Interactions
Jaime Teevan, Susan Dumais, Dan Liebling
Proc. 2010 ACM Conf. on Human Factors in Computing Systems (CHI 2010) | April 2010
Potential for Personalization
Jaime Teevan, Susan Dumais, Eric Horvitz
ACM Transactions on Computer-Human Interaction | March 2010, Vol 4: pp. 31
Leveraging Temporal Dynamics of Document Content in Relevance Ranking
Jonathan L. Elsas, Susan Dumais
WSDM 2010 | February 2010
Design of Large Scale Log Analysis Studies
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
February 2010
HCIC 2010
Individual Differences In Gaze Patterns For Web Search
Susan Dumais, Georg Buscher, Ed Cutrell
Proceeding of the third symposium on Information Interaction in Context | January 2010
Proceeding of the third symposium on Information Interaction in Context
ISBN: 978-1-4503-0247-0
The Good, the Bad, and the Random: An Eye-Tracking Study of Ad Quality in Web Search
Georg Buscher, Susan Dumais, Ed Cutrell
Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval | January 2010
ISBN: 978-1-4503-0153-4
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Characterizing And Predicting Search Engine Switching Behavior
CIKM 2009 | November 2009
Discovery Is Never by Chance: Designing for (Un)Serendipity
Paul André, m.c. schraefel, Jaime Teevan, Susan Dumais
Proc. Creativity & Cognition 2009 | October 2009
Changing How People View Changes on the Web
Jaime Teevan, Susan Dumais, Dan Liebling, Richard Hughes
Proceedings UIST '09, Victoria, BC, Canada | October 2009
Evaluating IR In Situ
August 2009
An Interdisciplinary Perspective On Information Retrieval
SIGIR Forum | July 2009, pp. 1-2
ISBN: 978-1-60558-483-6
Salton Award Lecture
Blogging together: An examination of group blogs
Marti A. Hearst, Susan Dumais
ICWSM 2009 | May 2009
From X-Rays to Silly Putty via Uranus: Serendipity and its Role in Web Search
Paul Andre, Jaime Teevan, Susan Dumais
Proceedings of CHI 2009 | April 2009
Resonance on the Web: Web Dynamics and Revisitation Patterns
Eytan Adar, Jaime Teevan, Susan Dumais
Proceedings of CHI 2009 | April 2009
Viewing Personal Data Over Time
Sonja Knoll, Aaron Hoff, Danyel Fisher, Susan Dumais, Ed Cutrell
April 2009
CHI 2009 Workshop on Interacting with Temporal Data
Evaluation Challenges And Directions For Information Seeking Support Systems
Diane Kelly, Susan Dumais, Jan O. Pedersen
IEEE Computer | March 2009, pp. 60-66
Characterizing the Influence of Domain Expertise on Web Search Behavior
Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of Web Search and Data Mining (WSDM) 2009 | February 2009
The Web Changes Everything: Understanding the Dynamics of Web Content
Eytan Adar, Jaime Teevan, Susan Dumais, Jonathan L. Elsas
Proceedings of Web Search and Data Mining (WSDM) 2009 | February 2009
Faceted Search
Encyclopedia of Database Systems | 2009 | Encyclopedia of Database Systems edition
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What Should Blog Search Look Like?
Marti A. Hearst, Matthew Hurst, Susan Dumais
SSM 2008 | October 2008
Understanding the Relationship Between Searchers’ Queries and Information Goals
Douglas Downey, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CIKM 2008 | October 2008
Challenges for Supporting Faceted Search in Large, Heterogeneous Corpora like the Web
Jaime Teevan, Susan Dumais, Zachary Gutt
HCIR 2008 | October 2008
To Personalize or Not to Personalize: Modeling Queries with Variation in User Intent
Jaime Teevan, Susan Dumais, Dan Liebling
Proceedings of SIGIR 2008 | July 2008
Using Context to Support Searchers in Searching
June 2008
ACL Keynote Talk
Large Scale Analysis of Web Revisitation Patterns
Eytan Adar, Jaime Teevan, Susan Dumais
Proceedings of CHI 2008 | April 2008
How Medical Expertise Influences Web Search Interaction
Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR 2008 (poster) | March 2008
Here or There: Preference Judgments for Relevance
Ben Carterette, Paul Bennett, Max Chickering, Susan Dumais
Proceedings of ECIR 2008 | January 2008
Proceedings of ECIR 2008
ECIR 2018 Test of Time Honorable Mention
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Meeting of the MINDS: An Information Retrieval Research Agenda
Jamie Callan, James Allan, Charles L. A. Clarke, Susan Dumais, David A. Evans, Mark Sanderson , ChengXiang Zhai
SIGIR Forum | December 2007, Vol 41(2): pp. 25-34
Heads and Tails: Studies of Web Search with Common and Rare Queries
Doug Downey, Susan Dumais, Eric Horvitz
SIGIR 2007 (poster) | July 2007
The Influence of Caption Features on Clickthrough Patterns in Web Search
C.L.A. Clarke, E. Agichtein, S. Dumais, R.W. White, Ryen W. White, Susan Dumais
Proceedings of SIGIR | July 2007
Characterizing the Value of Personalizing Search
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings of the 30th Annual ACM Conference on Research and Development in Information Retrieval (SIGIR 2007), Amsterdam, The Netherlands | June 2007
ISBN: 978-1-59593-597-7
The Person in Personal
May 2007
WWW2007 Panel: Searching Personal Content
Web Projections: Learning from Contextual Subgraphs of the Web
Jure Leskovec, Susan Dumais, Eric Horvitz
WWW 2007 | May 2007
Examining Repetition in User Search Behavior
Mark Sanderson, Susan Dumais
Proceedings of ECIR 2007 | April 2007
LSA and information retrieval: Getting back to basics
February 2007 | LSA: A Road to Meaning edition
Models of Searching and Browsing: Languages, Studies, and Applications
Proceedings of IJCAI 2007 | January 2007
Similarity Measures for Short Segments of Text
Donald Metzler, Susan Dumais, Christopher Meek, Chris Meek
European Conference on Information Retrieval | January 2007
European Conference on Information Retrieval
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Improving Web Search Ranking by Incorporating User Behavior
E. Agichtein, E. Brill, S. Dumais, Eric Brill, Susan Dumais
Proceedings of SIGIR 2006 | August 2006
Proceedings of SIGIR 2006
Fast, Flexible Filtering with Phlat — Personal Search and Organization Made Easy
Daniel Robbins, Susan Dumais, Raman Sarin, Ed Cutrell
Proceedings of CHI 2006, Human Factors in Computing Systems | April 2006
Best of CHI honorable mention
Exploring Personal Information
Edward Cutrell, Susan Dumais, Ed Cutrell
Communications of the ACM (Special Issue: Supporting Exploratory Search) | January 2006
Improving Personalized Web Search using Result Diversification
Filip Radlinski, Susan Dumais
Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR) | January 2006
Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR)
Learning User Interaction Models for Predicting Web Search Result Preferences
Eugene Agichtein, Eric Brill, Susan Dumais, Robert Ragno
Proceedings of SIGIR 2006 | January 2006
Searching to Eliminate Personal Information Management
Ed Cutrell, Susan Dumais, Jaime Teevan
Communications of the ACM (CACM) | January 2006, Vol 49(1): pp. 58-64
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The Interactive TREC Track: Putting the User Into Search
TREC: Experiment and Evaluation in Information Retrieval
Published by MIT Press | September 2005
Personalizing Search via Automated Analysis of Interests and Activities
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings of SIGIR 2005 | August 2005
Beyond the Commons: Investigating the Value of Personalizing Web Search
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings PIA 2005: Workshop on New Technologies for Personalized Information Access | July 2005
Analysis of Topic Dynamics in Web Search
Proceedings of WWW 2005 | May 2005
Investigations of Topic Dynamics in Web Search
Xuehua Shen, Susan Dumais, Eric Horvitz
MSR-TR-2005-20 | May 2005
Evaluating Implicit Measures to Improve Web Search
Steve Fox, Kuldeep Karnawat, Mark Mydland, Susan Dumais, Thomas White
ACM:TOIS | April 2005
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
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Keeping and Re-Finding Information On the Web: What Do People Do and What Do They Need To Do?
Harry Bruce, William Jones, Susan Dumais
Proceedings of ASIST 2004 | December 2004
Information Behaviour That Keeps Found Things Found
Harry Bruce, William Jones, Susan Dumais
Information Research | October 2004, Vol 10(1)
Actions, Answers, and Uncertainty: A Decision-Making Perspective on Web-Based Question Answering
Eric Brill, Eric Horvitz, Susan Dumais
Information Processing and Management, Special Issue on Bayesian Methods in Information Retrieval | August 2004, Vol 40(5): pp. 849-868
Learning Predictive Models of Human Memory Landmarks
Eric Horvitz, Paul Koch, Susan Dumais
Proceedings of the Cognitive Science Society | August 2004
Newsjunkie: Providing Personalized Newsfeeds via Analysis of Information Novelty
Proceedings of WWW 2004 | May 2004
Evaluating Interactive Information Retrieval Systems: Opportunities and Challenges
Nicholas Belkin, Susan Dumais, Jean Scholtz, Ross Wilkinson
Proceedings of CHI 2004 | April 2004
WaveLens: A New View onto Internet Search Results
Tim Paek, Susan Dumais, Ron Logan
Proceedings of CHI '04 | April 2004
Implicit Queries (IQ) For Contextualized Search
Susan Dumais, Ed Cutrell, Raman Sarin, Eric Horvitz
SIGIR '04: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval | January 2004
ISBN: 1-58113-881-4
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Information Seeking and Sharing in Design Teams
Steven Poltrock, Jonathan Grudin, Susan Dumais, Raya Fidel, Harry Bruce, Annelise Mark Pejtersen
Proceedings of the Conference on Supporting Group Work (Group 2003) | November 2003
Latent Semantic Analysis
Annual Review of Information Science and Technology (ARIST) | November 2003, Vol 38: pp. 189-230
Models of Memorability: Learning, Experiments, and Applications
Eric Horvitz, Susan Dumais, Paul Koch
October 2003
How Do People Get Back to Information on the Web? How Can They Do It Better?
William Jones, Harry Bruce, Susan Dumais
Proceedings of Interact 2003 | September 2003
Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores
Meredith Ringel, Ed Cutrell, Susan Dumais, Eric Horvitz
Proceedings of Interact 2003 | September 2003
Inductive Transfer Using Layered Abstraction-Based Ensemble Learning: Modeling Text Classifier Reliability
Paul N. Bennett, Susan Dumais, Eric Horvitz
ICML Workshop on The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining | August 2003
Challenges in Information Retrieval and Language Modeling
James Allan, Jay Aslam, Nicholas Belki, Jamie Callan, Bruce Croft, Susan Dumais, Et al
SIGIR Forum | August 2003, Vol 37(1)
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
SIGIR 2003 Workshop Report: Implicit Measures of User Interests and Preferences
August 2003, Vol 37(2)
SIGIR Forum
Web-Based Question Answering: A Decision-Making Perspective
David Azari, Eric Horvitz, Susan Dumais, Eric Brill
Proceedings of the Nineteenth Conference on Uncertainty and Artificial Intelligence, Acapulco, Mexico, Morgan Kaufmann Publishers | August 2003
Stuff I’ve Seen: A System for Personal Information Retrieval and Re-Use
Susan Dumais, Ed Cutrell, JJ Cadiz, Gavin Jancke, Raman Sarin, Daniel Robbins
SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval | July 2003
2015 SIGIR Test of Time Award winner
Data-Driven Approaches To Information Access
Cognitive Science | January 2003, Vol 27(3): pp. 491-524
Web-Based Question Answering: A Decision Making Perspective
David Azari, Eric Horvitz, Susan Dumais, Eric Brill
Proceedings of UAI 2003 | January 2003
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Once Found, What Next?: A Study of ‘Keeping’ Behaviors in the Personal Use of Web Information
William Jones, Susan Dumais, Harry Bruce
Proceedings of ASIST 2002 | November 2002
A Comparison of Collaborative Information Retrieval (CIR) Behaviors of Two Design Teams
Harry Bruce, Raya Fidel, Annelise Mark Pejtersen , Susan Dumais, Jonathan Grudin, Steven Poltrock
Information Seeking in Context (ISIC 2002) | September 2002
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
Probabilistic Combination of Text Classiï¬ers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of SIGIR 02 | August 2002
AskMSR: Question Answering Using the Worldwide Web
Michele Banko, Eric Brill, Susan Dumais, Jimmy Lin
MSR-TR-2016-30 | March 2002
AAAI Spring Symposium on Mining Answers from Text and Knowledge Bases
An Analysis of the AskMSR Question-Answering System
E. Brill, S. Dumais, M. Banko, Eric Brill, Michele Banko, Susan Dumais
Proceedings of EMNLP 2002 | January 2002
Web Question Answering: Is More Always Better?
Susan Dumais, Michele Banko, Eric Brill, Jimmy Lin, Andrew Ng
Proceedings of SIGIR 2002 | January 2002
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Probabilistic Combination of Content and Links
Rong Jin, Susan Dumais
Proceedings of SIGIR '01 | September 2001
Building Bridges from Theory to Practice
Susan Dumais, Mary Czerwinski
August 2001
HCI International 2001, 9th Conference on Human-Computer Interaction. Session on Contributions of Basic Research in Psychology to Human Factors and Human-Computer Interaction.
A Framework for Personalization: When Do You Want to Go Where Everybody Knows Your Name?
June 2001
Delos-NSF Workshop
Optimizing Search By Showing Results In Context
Susan Dumais, Ed Cutrell, Hao Chen
CHI '01: Proceedings of the SIGCHI conference on Human factors in computing systems | April 2001
ISBN: 1-58113-327-8
Data-Intensive Question Answering
Eric Brill, Jimmy Lin, Michelle Banko, Susan Dumais, Andrew Ng
Proceedings of TREC 2001 | January 2001
Semi-Automatic Image Annotation
Liu Wenyin, Susan Dumais, Yanfeng Sun, Hong-Jiang Zhang, Mary Czerwinski, Brent Field
January 2001, pp. 326-333
Human-Computer Interaction--Interact '01
Improved String Matching Under Noisy Channel Conditions
Proceedings of CIKM 01 | November 2001
Keeping Found Things Found on the Web
William Jones, Harry Bruce, Susan Dumais
Proceedings of CIKM 01 | November 2001
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Classified Displays of Web Search Results
Susan Dumais, Ed Cutrell, Hao Chen
Advances in Classification Research Online Invited presentation at ASIS&T SIG/CR Classification Research Workshop | November 2000, Vol 11
Hierarchical Classification of Web Content
Susan Dumais, Hao Chen
Proceedings of SIGIR'00 | August 2000
Bringing Order to the Web: Automatically Categorizing Search Results
Hao Chen, Susan Dumais
CHI 2000 | April 2000
Collaborative Information Retrieval (CIR)
Raya Fidel, Harry Bruce, Annelise Mark Pejtersen, Susan Dumais, Jonathan Grudin, Steven Poltrock
The New Review of Information Behaviour Research | January 2000, Vol 1: pp. 235-247
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Visualizing Implicit Queries For Information Management and Retrieval
Mary Czerwinski, Susan Dumais, George Robertson, Susan Dziadosz, Scott Tiernan, Maarten Van Dantzich
CHI 99 | May 1999
Research in Information Retrieval and Management
February 1999
Library of Congress
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Information Retrieval using a Singular Value Decomposition Model of Latent Semantic Structure
George W. Furnas, Susan Dumais, Thomas K. Landauer, Richard A. Harshman, Lynn A. Streeter, Karen E. Lochbaum
Proceedings of SIGIR 1998 | August 1998
SIGIR Test-of-Time Award
A Bayesian Approach to Filtering Junk E-Mail
David Heckerman, Eric Horvitz, Mehran Sahami, Susan Dumais
AAAI Workshop on Learning for Text Categorization | July 1998
Using SVMs for Text Categorization
IEEE Intelligent Systems Magazine | July 1998, Vol 13(4): pp. 18-28
Beyond Content-Based Retrieval: Modeling Domains, Users, and Interaction
May 1998
IEEE ADL'99
Inductive Learning Algorithms and Representations for Text Categorization
Susan Dumais, John Platt, David Heckerman, Mehran Sahami
7th International Conference on Information and Knowledge Management | January 1998
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Data Mining and the Web
August 1997
KDD '97 Panel
A Solution to Plato’s Problem: The Latent Semantic Analysis Theory of Acquisition, Induction and Representation of Knowledge
Psychological Review | April 1997, Vol 104(2): pp. 211-240
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Indexing by Latent Semantic Analysis
Journal of the American Society for Information Science | September 1990, Vol 41(6): pp. 391-407
Publications by Research Area
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Building Bridges from Theory to Practice
Susan Dumais, Mary Czerwinski
August 2001
HCI International 2001, 9th Conference on Human-Computer Interaction. Session on Contributions of Basic Research in Psychology to Human Factors and Human-Computer Interaction.
A Bayesian Approach to Filtering Junk E-Mail
David Heckerman, Eric Horvitz, Mehran Sahami, Susan Dumais
AAAI Workshop on Learning for Text Categorization | July 1998
Local Factor Models for Large-Scale Inductive Recommendation
Longqi Yang, Tobias Schnabel, Paul Bennett, Susan Dumais
RecSys | September 2021
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
Meta Label Correction for Learning with Weak Supervision
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
1911.03809 | November 2019
Published by arXiv
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration
Tobias Schnabel, Paul N. Bennett, Susan Dumais, Thorsten Joachims
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM '18) | February 2018
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
OMG UR Funny! Computer-Aided Humor with an Application to Chat
Miaomiao Wen, Nancy Baym, Omer Tamuz, Jaime Teevan, Susan Dumais, Adam Tauman Kalai
ICCC 2015 | October 2015
A Crowd of Your Own: Crowdsourcing for On-Demand Personalization
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
HCOMP 2014 | November 2014
Notable Paper
Behavioral Dynamics on the Web: Learning, Modeling, and Prediction
Kira Radinsky, Krysta M. Svore, Susan Dumais, Milad Shokouhi, Jaime Teevan, Alex Bocharov, Eric Horvitz
ACM Transactions on Information Systems | July 2013, Vol 31(3)
Notable Computing Books and Articles of 2013
Modeling and Predicting Behavioral Dynamics on the Web
Kira Radinsky, Krysta M. Svore, Susan Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
To appear.
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
A Longitudinal Study of How Highlighting Web Content Change Affects People’s Web Interactions
Jaime Teevan, Susan Dumais, Dan Liebling
Proc. 2010 ACM Conf. on Human Factors in Computing Systems (CHI 2010) | April 2010
Exploring Personal Information
Edward Cutrell, Susan Dumais, Ed Cutrell
Communications of the ACM (Special Issue: Supporting Exploratory Search) | January 2006
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
Models of Memorability: Learning, Experiments, and Applications
Eric Horvitz, Susan Dumais, Paul Koch
October 2003
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
Web-Based Question Answering: A Decision-Making Perspective
David Azari, Eric Horvitz, Susan Dumais, Eric Brill
Proceedings of the Nineteenth Conference on Uncertainty and Artificial Intelligence, Acapulco, Mexico, Morgan Kaufmann Publishers | August 2003
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
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Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Mark My Words! Linguistic Style Accommodation in Social Media
Cristian Danescu-Niculescu-Mizil, Michael Gamon, Susan Dumais
Proceedings of WWW 2011, Hyderabad, India. | April 2011
Characterizing Microblogs with Topic Models
Daniel Ramage, Susan Dumais, Dan Liebling
Proc. ICWSM 2010 | May 2010
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
-
Probabilistic Combination of Content and Links
Rong Jin, Susan Dumais
Proceedings of SIGIR '01 | September 2001
A Framework for Personalization: When Do You Want to Go Where Everybody Knows Your Name?
June 2001
Delos-NSF Workshop
Optimizing Search By Showing Results In Context
Susan Dumais, Ed Cutrell, Hao Chen
CHI '01: Proceedings of the SIGCHI conference on Human factors in computing systems | April 2001
ISBN: 1-58113-327-8
Semi-Automatic Image Annotation
Liu Wenyin, Susan Dumais, Yanfeng Sun, Hong-Jiang Zhang, Mary Czerwinski, Brent Field
January 2001, pp. 326-333
Human-Computer Interaction--Interact '01
Hierarchical Classification of Web Content
Susan Dumais, Hao Chen
Proceedings of SIGIR'00 | August 2000
Bringing Order to the Web: Automatically Categorizing Search Results
Hao Chen, Susan Dumais
CHI 2000 | April 2000
Collaborative Information Retrieval (CIR)
Raya Fidel, Harry Bruce, Annelise Mark Pejtersen, Susan Dumais, Jonathan Grudin, Steven Poltrock
The New Review of Information Behaviour Research | January 2000, Vol 1: pp. 235-247
Visualizing Implicit Queries For Information Management and Retrieval
Mary Czerwinski, Susan Dumais, George Robertson, Susan Dziadosz, Scott Tiernan, Maarten Van Dantzich
CHI 99 | May 1999
Research in Information Retrieval and Management
February 1999
Library of Congress
Information Retrieval using a Singular Value Decomposition Model of Latent Semantic Structure
George W. Furnas, Susan Dumais, Thomas K. Landauer, Richard A. Harshman, Lynn A. Streeter, Karen E. Lochbaum
Proceedings of SIGIR 1998 | August 1998
SIGIR Test-of-Time Award
Using SVMs for Text Categorization
IEEE Intelligent Systems Magazine | July 1998, Vol 13(4): pp. 18-28
Beyond Content-Based Retrieval: Modeling Domains, Users, and Interaction
May 1998
IEEE ADL'99
Data Mining and the Web
August 1997
KDD '97 Panel
A Solution to Plato’s Problem: The Latent Semantic Analysis Theory of Acquisition, Induction and Representation of Knowledge
Psychological Review | April 1997, Vol 104(2): pp. 211-240
Indexing by Latent Semantic Analysis
Journal of the American Society for Information Science | September 1990, Vol 41(6): pp. 391-407
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
SIGCHI Lifetime Research Award Talk: Interdisciplinary Perspectives On Search
2020 CHI Conference on Human Factors in Computing Systems | April 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
Evaluating User Actions as a Proxy for Email Significance
Tarfah Alrashed, Chia-Jung Lee, Peter Bailey, Christopher Lin, Milad Shokouhi, Susan Dumais
The World Wide Web Conference | May 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Calendar-Aware Proactive Email Recommendation
Qian Zhao, Paul Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan Dumais
Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing Search in Productivity Software
Horatiu Bota, Adam Fourney, Susan Dumais, Tomasz L. Religa, Robert Rounthwaite
Proceedings of CHIIR 2018 | March 2018
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Tightly Coupling Search and Structure
December 2016
SIGIR'97 - Workshop on Information Reduction
Characterizing Cross-Domain Search Behavior
Rishabh Mehrotra, Paul N. Bennett, Susan Dumais, Jaime Teevan
Proceedings of the Second Workshop on Heterogeneous Information Access at SIGIR 2016 (HIA'16) | July 2016
Automatic Identification and Contextual Reformulation of Implicit System-Related Queries
Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
Understanding Gaze and Scrolling Strategies in Text Consumption Tasks
PETMEI 2015 | September 2015
Matching and Grokking: Approaches to Personalized Crowdsourcing
Adam Tauman Kalai, Susan Dumais, Jaime Teevan
International Joint Conferences on Artificial Intelligence (IJCAI 2015) | July 2015
Best Papers From Sister Conferences Track
The Activity Platform
Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
Thinking Outside of the (Search) Box
April 2015
Seattle Technology Alliance: Technology & Discovery Series
Drawing Causal Inference from Big Data
March 2015
Personalized search
December 2014
Keynote at NTCIR 2014
A Crowd of Your Own: Crowdsourcing for On-Demand Personalization
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
HCOMP 2014 | November 2014
Notable Paper
Search and Context
September 2014
Keynote at CLEF 2014
Viewpoint: Slow Search
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais
Communications of the ACM | August 2014, Vol 57(8)
Slow Search
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais
Communications of the ACM | August 2014, Vol 57: pp. 36-38
Searching: Fast and slow
TAIA Workshop SIGIR 2014 | July 2014
Putting the Searchers Back Into Search
July 2014
The 37th Annual International ACM SIGIR Conference 2014
Putting Searchers into Search
Athena Lecture at SIGIR 2014 | July 2014
CiteSight: Supporting Contextual Citation Recommendation Using Differential Search
Avishay Livne, Vivek Gokuladas, Jaime Teevan, Susan Dumais, Eytan Adar
SIGIR 2014 | July 2014
Supporting Complex Search Tasks
Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
Understanding and Improving Web Search Using Large-Scale Observations and Experiments
May 2014
APS (Association for Psychological Science) Invited Session on Big Data
Understanding User Behavior Through Log Data and Analysis
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
Ways of Knowing in HCI
Published by Springer | March 2014
ISBN: 978-1-4939-0378-8
Struggling or Exploring? Disambiguating Search Sessions
Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Lessons from the Journey: A Query Log Analysis of Within-Session Learning
Carsten Eickhoff, Jaime Teevan, Ryen W. White, Susan Dumais
WSDM 2014 | February 2014
Personalization via Probabilistic Adaptation
David Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
NIPS 2013 Workshop on Personalization (An extended abstract of work that first appeared in WSDM 2012) | December 2013
Personalized Search: Potential and Pitfalls
December 2013
NIPS 2013 Workshop on Personalization, Keynote Talk
Promoting Civil Discourse Through Search Engine Diversity
Elad Yom-Tov, Susan Dumais, Qi Guo
Social Science Computer Review | November 2013
Personalized Human Computation
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
Proceedings of HComp 2013 | November 2013
Slow Search: Information Retrieval without Time Constraints
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais, Yubin Kim
Proceedings of HCIR 2013 | October 2013
Behavioral Dynamics on the Web: Learning, Modeling, and Prediction
Kira Radinsky, Krysta M. Svore, Susan Dumais, Milad Shokouhi, Jaime Teevan, Alex Bocharov, Eric Horvitz
ACM Transactions on Information Systems | July 2013, Vol 31(3)
Notable Computing Books and Articles of 2013
Towards Supporting Search over Trending Events with Social Media
Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais
Proceedings of ICWSM 2013 | July 2013
Best Paper Honorable Mention
Task-based Search: A Search Engine Perspective
March 2013
Invited Talk at NSF Task-Based Information Search Systems Workshop
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
Predicting Citation Counts Using Text and Graph Mining
Avishay Livne, Eytan Adar, Jaime Teevan, Susan Dumais
iConference 2013, Workshop on Computational Scientometrics: Theory and Application | February 2013
Temporal Web Dynamics And Its Application To Information Retrieval
Yi Chang, Fernando Diaz, Anlei Dong, Susan Dumais, Kira Radinsky, Milad Shokouhi
Proceedings of WSDM 2013 (Tutorial) | February 2013
Personalizing Atypical Web Search Sessions
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
#TAIA2012
Fernando Diaz, Susan Dumais, Kira Radinsky, Maarten de Rijke, Milad Shokouhi
ACM SIGIR Forum | December 2012
Leaving So Soon? Understanding and Predicting Web Search Abandonment Rationales
CIKM 2012 | October 2012
PivotPaths: Strolling through Faceted Information Spaces
Marian Dörk, Nathalie Henry Riche, Gonzalo Ramo, Susan Dumais
InfoVis 2012 | October 2012
Temporal Dynamics and Information Retrieval
August 2012
SIAM-SDM 2012, Keynote Talk
Modeling the Impact of Short- and Long-Term Behavior on Search Personalization
Paul Bennett, Ryen W. White, Wei Chu, Susan Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Search, Interrupted: Understanding and Predicting Search Task Continuation
Eugene Agichtein, Ryen W. White, Susan Dumais, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Creating Temporally Dynamic Web Search Snippets
Krysta M. Svore, Jaime Teevan, Susan Dumais, Anagha Kulkarni
Proceedings of SIGIR'12, Portland, Oregon, USA | August 2012
Direct Answers for Search Queries in the Long Tail
Michael S. Bernstein, Jaime Teevan, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CHI 2012 | May 2012
Best Paper, Honorable Mention
Modeling and Predicting Behavioral Dynamics on the Web
Kira Radinsky, Krysta M. Svore, Susan Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
To appear.
Probabilistic Models for Personalizing Web Search
David Sontag, Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
WSDM 2012: Fifth International Conference on Web Search and Data Miniing | February 2012
Characterizing Web Content, User Interests, and Search Behavior by Reading Level and Topic
Jinyoung Kim, Kevyn Collins-Thompson, Paul Bennett, Susan Dumais
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining | February 2012
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining
Large-Scale Analysis of Individual and Task Differences in Search Result Page Examination Strategies
WSDM 2012 | January 2012
Partially Labeled Topic Models for Interpretable Text Mining
Daniel Ramage, Christopher D. Manning, Susan Dumais
KDD 2011 | August 2011
Temporal Dynamics and Information Systems
iConference 2011, Keynote Talk | August 2011
Web Retrieval, Ranking and Personalization
Jaime Teevan, Susan Dumais, Ryen W. White
Interactive Information Seeking and Retrieval
July 2011
Why users switch: Understanding and predicting search engine switching rationales
Qi Guo, Ryen W. White, Yunqiao Zhang, Blake Anderson, Susan Dumais
SIGIR 2011 | July 2011
Modeling and Analyses of Multi-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR'11, Beijing, China | July 2011
Why Searchers Switch: Understanding and Predicting Engine Switching Rationales
Qi Guo, Ryen W. White, Yunqiao Zhang, Blake Anderson, Susan Dumais
34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), Beijing, China | July 2011
Modeling and Analysis of Cross-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of SIGIR 2011 | July 2011
Design and Analysis of Large Scale Log Studies
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
CHI 2011 (Course) | May 2011
Understanding Temporal Query Dynamics
Anagha Kulkarni, Jaime Teevan, Krysta M. Svore, Susan Dumais
Web Search and Data Mining (WSDM) 2011 | February 2011
No Clicks, No Problem: Using Cursor Movements to Understand and Improve Search
Jeff Huang, Ryen W. White, Susan Dumais
Proceedings of CHI | January 2011
Understanding web browsing behaviors through Weibull analysis of dwell time
Chao Liu, Ryen W. White, Susan Dumais
SIGIR '10: Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval | October 2010
ISBN: 978-1-4503-0153-4
Predicting Short-term Interests Using Activity-Based Search Contexts
Ryen W. White, Paul Bennett, Susan Dumais
Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Understand and Supporting People in Dynamic Information Environments
September 2010
Stuff I’ve Seen: Retrospective and Prospective
August 2010
SIGIR 2010 Desktop Search Workshop, Keynote Talk
Modeling Long-Term Search Engine Usage
Ryen W. White, Ashish Kapoor, Susan Dumais
18th International Conference, UMAP 2010, Big Island, HI, USA, June 20-24, 2010 | June 2010
ISBN: 978-3-642-13469-2
Best Paper Finalist
Predicting Query Performance Using Query, Result and Interaction Features
Qi Guo, Ryen W. White, Susan Dumais, Jue Wang, Blake Anderson
RIAO 2010 | April 2010
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
Potential for Personalization
Jaime Teevan, Susan Dumais, Eric Horvitz
ACM Transactions on Computer-Human Interaction | March 2010, Vol 4: pp. 31
Leveraging Temporal Dynamics of Document Content in Relevance Ranking
Jonathan L. Elsas, Susan Dumais
WSDM 2010 | February 2010
Design of Large Scale Log Analysis Studies
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
February 2010
HCIC 2010
Individual Differences In Gaze Patterns For Web Search
Susan Dumais, Georg Buscher, Ed Cutrell
Proceeding of the third symposium on Information Interaction in Context | January 2010
Proceeding of the third symposium on Information Interaction in Context
ISBN: 978-1-4503-0247-0
The Good, the Bad, and the Random: An Eye-Tracking Study of Ad Quality in Web Search
Georg Buscher, Susan Dumais, Ed Cutrell
Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval | January 2010
ISBN: 978-1-4503-0153-4
Characterizing And Predicting Search Engine Switching Behavior
CIKM 2009 | November 2009
Discovery Is Never by Chance: Designing for (Un)Serendipity
Paul André, m.c. schraefel, Jaime Teevan, Susan Dumais
Proc. Creativity & Cognition 2009 | October 2009
Changing How People View Changes on the Web
Jaime Teevan, Susan Dumais, Dan Liebling, Richard Hughes
Proceedings UIST '09, Victoria, BC, Canada | October 2009
Evaluating IR In Situ
August 2009
An Interdisciplinary Perspective On Information Retrieval
SIGIR Forum | July 2009, pp. 1-2
ISBN: 978-1-60558-483-6
Salton Award Lecture
Blogging together: An examination of group blogs
Marti A. Hearst, Susan Dumais
ICWSM 2009 | May 2009
Resonance on the Web: Web Dynamics and Revisitation Patterns
Eytan Adar, Jaime Teevan, Susan Dumais
Proceedings of CHI 2009 | April 2009
From X-Rays to Silly Putty via Uranus: Serendipity and its Role in Web Search
Paul Andre, Jaime Teevan, Susan Dumais
Proceedings of CHI 2009 | April 2009
Viewing Personal Data Over Time
Sonja Knoll, Aaron Hoff, Danyel Fisher, Susan Dumais, Ed Cutrell
April 2009
CHI 2009 Workshop on Interacting with Temporal Data
Evaluation Challenges And Directions For Information Seeking Support Systems
Diane Kelly, Susan Dumais, Jan O. Pedersen
IEEE Computer | March 2009, pp. 60-66
Characterizing the Influence of Domain Expertise on Web Search Behavior
Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of Web Search and Data Mining (WSDM) 2009 | February 2009
The Web Changes Everything: Understanding the Dynamics of Web Content
Eytan Adar, Jaime Teevan, Susan Dumais, Jonathan L. Elsas
Proceedings of Web Search and Data Mining (WSDM) 2009 | February 2009
Faceted Search
Encyclopedia of Database Systems | 2009 | Encyclopedia of Database Systems edition
What Should Blog Search Look Like?
Marti A. Hearst, Matthew Hurst, Susan Dumais
SSM 2008 | October 2008
Understanding the Relationship Between Searchers’ Queries and Information Goals
Douglas Downey, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CIKM 2008 | October 2008
Challenges for Supporting Faceted Search in Large, Heterogeneous Corpora like the Web
Jaime Teevan, Susan Dumais, Zachary Gutt
HCIR 2008 | October 2008
To Personalize or Not to Personalize: Modeling Queries with Variation in User Intent
Jaime Teevan, Susan Dumais, Dan Liebling
Proceedings of SIGIR 2008 | July 2008
Using Context to Support Searchers in Searching
June 2008
ACL Keynote Talk
Large Scale Analysis of Web Revisitation Patterns
Eytan Adar, Jaime Teevan, Susan Dumais
Proceedings of CHI 2008 | April 2008
How Medical Expertise Influences Web Search Interaction
Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR 2008 (poster) | March 2008
Here or There: Preference Judgments for Relevance
Ben Carterette, Paul Bennett, Max Chickering, Susan Dumais
Proceedings of ECIR 2008 | January 2008
Proceedings of ECIR 2008
ECIR 2018 Test of Time Honorable Mention
Meeting of the MINDS: An Information Retrieval Research Agenda
Jamie Callan, James Allan, Charles L. A. Clarke, Susan Dumais, David A. Evans, Mark Sanderson , ChengXiang Zhai
SIGIR Forum | December 2007, Vol 41(2): pp. 25-34
Heads and Tails: Studies of Web Search with Common and Rare Queries
Doug Downey, Susan Dumais, Eric Horvitz
SIGIR 2007 (poster) | July 2007
The Influence of Caption Features on Clickthrough Patterns in Web Search
C.L.A. Clarke, E. Agichtein, S. Dumais, R.W. White, Ryen W. White, Susan Dumais
Proceedings of SIGIR | July 2007
Characterizing the Value of Personalizing Search
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings of the 30th Annual ACM Conference on Research and Development in Information Retrieval (SIGIR 2007), Amsterdam, The Netherlands | June 2007
ISBN: 978-1-59593-597-7
The Person in Personal
May 2007
WWW2007 Panel: Searching Personal Content
Web Projections: Learning from Contextual Subgraphs of the Web
Jure Leskovec, Susan Dumais, Eric Horvitz
WWW 2007 | May 2007
Examining Repetition in User Search Behavior
Mark Sanderson, Susan Dumais
Proceedings of ECIR 2007 | April 2007
LSA and information retrieval: Getting back to basics
February 2007 | LSA: A Road to Meaning edition
Models of Searching and Browsing: Languages, Studies, and Applications
Proceedings of IJCAI 2007 | January 2007
Similarity Measures for Short Segments of Text
Donald Metzler, Susan Dumais, Christopher Meek, Chris Meek
European Conference on Information Retrieval | January 2007
European Conference on Information Retrieval
Improving Web Search Ranking by Incorporating User Behavior
E. Agichtein, E. Brill, S. Dumais, Eric Brill, Susan Dumais
Proceedings of SIGIR 2006 | August 2006
Proceedings of SIGIR 2006
Fast, Flexible Filtering with Phlat — Personal Search and Organization Made Easy
Daniel Robbins, Susan Dumais, Raman Sarin, Ed Cutrell
Proceedings of CHI 2006, Human Factors in Computing Systems | April 2006
Best of CHI honorable mention
Learning User Interaction Models for Predicting Web Search Result Preferences
Eugene Agichtein, Eric Brill, Susan Dumais, Robert Ragno
Proceedings of SIGIR 2006 | January 2006
Searching to Eliminate Personal Information Management
Ed Cutrell, Susan Dumais, Jaime Teevan
Communications of the ACM (CACM) | January 2006, Vol 49(1): pp. 58-64
Exploring Personal Information
Edward Cutrell, Susan Dumais, Ed Cutrell
Communications of the ACM (Special Issue: Supporting Exploratory Search) | January 2006
Improving Personalized Web Search using Result Diversification
Filip Radlinski, Susan Dumais
Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR) | January 2006
Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR)
The Interactive TREC Track: Putting the User Into Search
TREC: Experiment and Evaluation in Information Retrieval
Published by MIT Press | September 2005
Personalizing Search via Automated Analysis of Interests and Activities
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings of SIGIR 2005 | August 2005
Beyond the Commons: Investigating the Value of Personalizing Web Search
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings PIA 2005: Workshop on New Technologies for Personalized Information Access | July 2005
Analysis of Topic Dynamics in Web Search
Proceedings of WWW 2005 | May 2005
Investigations of Topic Dynamics in Web Search
Xuehua Shen, Susan Dumais, Eric Horvitz
MSR-TR-2005-20 | May 2005
Evaluating Implicit Measures to Improve Web Search
Steve Fox, Kuldeep Karnawat, Mark Mydland, Susan Dumais, Thomas White
ACM:TOIS | April 2005
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
Keeping and Re-Finding Information On the Web: What Do People Do and What Do They Need To Do?
Harry Bruce, William Jones, Susan Dumais
Proceedings of ASIST 2004 | December 2004
Information Behaviour That Keeps Found Things Found
Harry Bruce, William Jones, Susan Dumais
Information Research | October 2004, Vol 10(1)
Actions, Answers, and Uncertainty: A Decision-Making Perspective on Web-Based Question Answering
Eric Brill, Eric Horvitz, Susan Dumais
Information Processing and Management, Special Issue on Bayesian Methods in Information Retrieval | August 2004, Vol 40(5): pp. 849-868
Learning Predictive Models of Human Memory Landmarks
Eric Horvitz, Paul Koch, Susan Dumais
Proceedings of the Cognitive Science Society | August 2004
Newsjunkie: Providing Personalized Newsfeeds via Analysis of Information Novelty
Proceedings of WWW 2004 | May 2004
Evaluating Interactive Information Retrieval Systems: Opportunities and Challenges
Nicholas Belkin, Susan Dumais, Jean Scholtz, Ross Wilkinson
Proceedings of CHI 2004 | April 2004
WaveLens: A New View onto Internet Search Results
Tim Paek, Susan Dumais, Ron Logan
Proceedings of CHI '04 | April 2004
Information Seeking and Sharing in Design Teams
Steven Poltrock, Jonathan Grudin, Susan Dumais, Raya Fidel, Harry Bruce, Annelise Mark Pejtersen
Proceedings of the Conference on Supporting Group Work (Group 2003) | November 2003
Latent Semantic Analysis
Annual Review of Information Science and Technology (ARIST) | November 2003, Vol 38: pp. 189-230
How Do People Get Back to Information on the Web? How Can They Do It Better?
William Jones, Harry Bruce, Susan Dumais
Proceedings of Interact 2003 | September 2003
Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores
Meredith Ringel, Ed Cutrell, Susan Dumais, Eric Horvitz
Proceedings of Interact 2003 | September 2003
Inductive Transfer Using Layered Abstraction-Based Ensemble Learning: Modeling Text Classifier Reliability
Paul N. Bennett, Susan Dumais, Eric Horvitz
ICML Workshop on The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining | August 2003
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
Challenges in Information Retrieval and Language Modeling
James Allan, Jay Aslam, Nicholas Belki, Jamie Callan, Bruce Croft, Susan Dumais, Et al
SIGIR Forum | August 2003, Vol 37(1)
SIGIR 2003 Workshop Report: Implicit Measures of User Interests and Preferences
August 2003, Vol 37(2)
SIGIR Forum
Stuff I’ve Seen: A System for Personal Information Retrieval and Re-Use
Susan Dumais, Ed Cutrell, JJ Cadiz, Gavin Jancke, Raman Sarin, Daniel Robbins
SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval | July 2003
2015 SIGIR Test of Time Award winner
Data-Driven Approaches To Information Access
Cognitive Science | January 2003, Vol 27(3): pp. 491-524
Web-Based Question Answering: A Decision Making Perspective
David Azari, Eric Horvitz, Susan Dumais, Eric Brill
Proceedings of UAI 2003 | January 2003
Once Found, What Next?: A Study of ‘Keeping’ Behaviors in the Personal Use of Web Information
William Jones, Susan Dumais, Harry Bruce
Proceedings of ASIST 2002 | November 2002
A Comparison of Collaborative Information Retrieval (CIR) Behaviors of Two Design Teams
Harry Bruce, Raya Fidel, Annelise Mark Pejtersen , Susan Dumais, Jonathan Grudin, Steven Poltrock
Information Seeking in Context (ISIC 2002) | September 2002
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
Probabilistic Combination of Text Classiï¬ers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of SIGIR 02 | August 2002
AskMSR: Question Answering Using the Worldwide Web
Michele Banko, Eric Brill, Susan Dumais, Jimmy Lin
MSR-TR-2016-30 | March 2002
AAAI Spring Symposium on Mining Answers from Text and Knowledge Bases
Web Question Answering: Is More Always Better?
Susan Dumais, Michele Banko, Eric Brill, Jimmy Lin, Andrew Ng
Proceedings of SIGIR 2002 | January 2002
Improved String Matching Under Noisy Channel Conditions
Proceedings of CIKM 01 | November 2001
Keeping Found Things Found on the Web
William Jones, Harry Bruce, Susan Dumais
Proceedings of CIKM 01 | November 2001
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Classified Displays of Web Search Results
Susan Dumais, Ed Cutrell, Hao Chen
Advances in Classification Research Online Invited presentation at ASIS&T SIG/CR Classification Research Workshop | November 2000, Vol 11
Configuring Audiences: A Case Study of Email Communication
Justine Zhang, James W. Pennebaker, Susan Dumais, Eric Horvitz
May 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
Characterizing Search in Productivity Software
Horatiu Bota, Adam Fourney, Susan Dumais, Tomasz L. Religa, Robert Rounthwaite
Proceedings of CHIIR 2018 | March 2018
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
OMG UR Funny! Computer-Aided Humor with an Application to Chat
Miaomiao Wen, Nancy Baym, Omer Tamuz, Jaime Teevan, Susan Dumais, Adam Tauman Kalai
ICCC 2015 | October 2015
The Activity Platform
Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
Large-Scale Behavioral Data: Potential and Pitfalls
April 2015
Athena Lecture at CHI 2015
A Crowd of Your Own: Crowdsourcing for On-Demand Personalization
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
HCOMP 2014 | November 2014
Notable Paper
Gaze and Mouse Coordination in Everyday Work
Dan Liebling, Susan Dumais
4th International Conference on Pervasive Eye Tracking and Mobile Eye-Based Interaction | September 2014
Lessons from the Journey: A Query Log Analysis of Within-Session Learning
Carsten Eickhoff, Jaime Teevan, Ryen W. White, Susan Dumais
WSDM 2014 | February 2014
Towards Supporting Search over Trending Events with Social Media
Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais
Proceedings of ICWSM 2013 | July 2013
Best Paper Honorable Mention
Clarifications and Question Specificity in Synchronous Social Q&A
Makoto Kato, Ryen W. White, Jaime Teevan, Susan Dumais
Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2013) | April 2013
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
Direct Answers for Search Queries in the Long Tail
Michael S. Bernstein, Jaime Teevan, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CHI 2012 | May 2012
Best Paper, Honorable Mention
Individual Differences In Gaze Patterns For Web Search
Susan Dumais, Georg Buscher, Ed Cutrell
Proceeding of the third symposium on Information Interaction in Context | January 2010
Proceeding of the third symposium on Information Interaction in Context
ISBN: 978-1-4503-0247-0
The Good, the Bad, and the Random: An Eye-Tracking Study of Ad Quality in Web Search
Georg Buscher, Susan Dumais, Ed Cutrell
Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval | January 2010
ISBN: 978-1-4503-0153-4
Changing How People View Changes on the Web
Jaime Teevan, Susan Dumais, Dan Liebling, Richard Hughes
Proceedings UIST '09, Victoria, BC, Canada | October 2009
Fast, Flexible Filtering with Phlat — Personal Search and Organization Made Easy
Daniel Robbins, Susan Dumais, Raman Sarin, Ed Cutrell
Proceedings of CHI 2006, Human Factors in Computing Systems | April 2006
Best of CHI honorable mention
Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores
Meredith Ringel, Ed Cutrell, Susan Dumais, Eric Horvitz
Proceedings of Interact 2003 | September 2003
An Analysis of the AskMSR Question-Answering System
E. Brill, S. Dumais, M. Banko, Eric Brill, Michele Banko, Susan Dumais
Proceedings of EMNLP 2002 | January 2002
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The Activity Platform
Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
Direct Answers for Search Queries in the Long Tail
Michael S. Bernstein, Jaime Teevan, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CHI 2012 | May 2012
Best Paper, Honorable Mention
Mark My Words! Linguistic Style Accommodation in Social Media
Cristian Danescu-Niculescu-Mizil, Michael Gamon, Susan Dumais
Proceedings of WWW 2011, Hyderabad, India. | April 2011
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The Activity Platform
Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
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Inductive Learning Algorithms and Representations for Text Categorization
Susan Dumais, John Platt, David Heckerman, Mehran Sahami
7th International Conference on Information and Knowledge Management | January 1998
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
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Classified Displays of Web Search Results
Susan Dumais, Ed Cutrell, Hao Chen
Advances in Classification Research Online Invited presentation at ASIS&T SIG/CR Classification Research Workshop | November 2000, Vol 11
Implicit Queries (IQ) For Contextualized Search
Susan Dumais, Ed Cutrell, Raman Sarin, Eric Horvitz
SIGIR '04: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval | January 2004
ISBN: 1-58113-881-4
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Data-Intensive Question Answering
Eric Brill, Jimmy Lin, Michelle Banko, Susan Dumais, Andrew Ng
Proceedings of TREC 2001 | January 2001
Publications by Type
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Probabilistic Combination of Content and Links
Rong Jin, Susan Dumais
Proceedings of SIGIR '01 | September 2001
Optimizing Search By Showing Results In Context
Susan Dumais, Ed Cutrell, Hao Chen
CHI '01: Proceedings of the SIGCHI conference on Human factors in computing systems | April 2001
ISBN: 1-58113-327-8
Data-Intensive Question Answering
Eric Brill, Jimmy Lin, Michelle Banko, Susan Dumais, Andrew Ng
Proceedings of TREC 2001 | January 2001
Hierarchical Classification of Web Content
Susan Dumais, Hao Chen
Proceedings of SIGIR'00 | August 2000
Bringing Order to the Web: Automatically Categorizing Search Results
Hao Chen, Susan Dumais
CHI 2000 | April 2000
Visualizing Implicit Queries For Information Management and Retrieval
Mary Czerwinski, Susan Dumais, George Robertson, Susan Dziadosz, Scott Tiernan, Maarten Van Dantzich
CHI 99 | May 1999
Information Retrieval using a Singular Value Decomposition Model of Latent Semantic Structure
George W. Furnas, Susan Dumais, Thomas K. Landauer, Richard A. Harshman, Lynn A. Streeter, Karen E. Lochbaum
Proceedings of SIGIR 1998 | August 1998
SIGIR Test-of-Time Award
A Bayesian Approach to Filtering Junk E-Mail
David Heckerman, Eric Horvitz, Mehran Sahami, Susan Dumais
AAAI Workshop on Learning for Text Categorization | July 1998
Inductive Learning Algorithms and Representations for Text Categorization
Susan Dumais, John Platt, David Heckerman, Mehran Sahami
7th International Conference on Information and Knowledge Management | January 1998
Local Factor Models for Large-Scale Inductive Recommendation
Longqi Yang, Tobias Schnabel, Paul Bennett, Susan Dumais
RecSys | September 2021
Meta Label Correction for Noisy Label Learning
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
AAAI 2021 | February 2021
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
SIGCHI Lifetime Research Award Talk: Interdisciplinary Perspectives On Search
2020 CHI Conference on Human Factors in Computing Systems | April 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
Understanding User Behavior For Document Recommendation
Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
The Web Conference (WWW 2020) | April 2020
Effects of Past Interactions on User Experience with Recommended Documents
Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
Evaluating User Actions as a Proxy for Email Significance
Tarfah Alrashed, Chia-Jung Lee, Peter Bailey, Christopher Lin, Milad Shokouhi, Susan Dumais
The World Wide Web Conference | May 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Calendar-Aware Proactive Email Recommendation
Qian Zhao, Paul Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan Dumais
Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing Search in Productivity Software
Horatiu Bota, Adam Fourney, Susan Dumais, Tomasz L. Religa, Robert Rounthwaite
Proceedings of CHIIR 2018 | March 2018
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration
Tobias Schnabel, Paul N. Bennett, Susan Dumais, Thorsten Joachims
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM '18) | February 2018
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Characterizing Cross-Domain Search Behavior
Rishabh Mehrotra, Paul N. Bennett, Susan Dumais, Jaime Teevan
Proceedings of the Second Workshop on Heterogeneous Information Access at SIGIR 2016 (HIA'16) | July 2016
Automatic Identification and Contextual Reformulation of Implicit System-Related Queries
Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Struggling and Success in Web Search
Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
Best Student Paper
OMG UR Funny! Computer-Aided Humor with an Application to Chat
Miaomiao Wen, Nancy Baym, Omer Tamuz, Jaime Teevan, Susan Dumais, Adam Tauman Kalai
ICCC 2015 | October 2015
Understanding Gaze and Scrolling Strategies in Text Consumption Tasks
PETMEI 2015 | September 2015
Matching and Grokking: Approaches to Personalized Crowdsourcing
Adam Tauman Kalai, Susan Dumais, Jaime Teevan
International Joint Conferences on Artificial Intelligence (IJCAI 2015) | July 2015
Best Papers From Sister Conferences Track
The Activity Platform
Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
A Crowd of Your Own: Crowdsourcing for On-Demand Personalization
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
HCOMP 2014 | November 2014
Notable Paper
Gaze and Mouse Coordination in Everyday Work
Dan Liebling, Susan Dumais
4th International Conference on Pervasive Eye Tracking and Mobile Eye-Based Interaction | September 2014
Searching: Fast and slow
TAIA Workshop SIGIR 2014 | July 2014
Putting Searchers into Search
Athena Lecture at SIGIR 2014 | July 2014
CiteSight: Supporting Contextual Citation Recommendation Using Differential Search
Avishay Livne, Vivek Gokuladas, Jaime Teevan, Susan Dumais, Eytan Adar
SIGIR 2014 | July 2014
Supporting Complex Search Tasks
Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
Struggling or Exploring? Disambiguating Search Sessions
Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
Lessons from the Journey: A Query Log Analysis of Within-Session Learning
Carsten Eickhoff, Jaime Teevan, Ryen W. White, Susan Dumais
WSDM 2014 | February 2014
Personalization via Probabilistic Adaptation
David Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
NIPS 2013 Workshop on Personalization (An extended abstract of work that first appeared in WSDM 2012) | December 2013
Personalized Human Computation
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai
Proceedings of HComp 2013 | November 2013
Slow Search: Information Retrieval without Time Constraints
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais, Yubin Kim
Proceedings of HCIR 2013 | October 2013
Towards Supporting Search over Trending Events with Social Media
Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais
Proceedings of ICWSM 2013 | July 2013
Best Paper Honorable Mention
Clarifications and Question Specificity in Synchronous Social Q&A
Makoto Kato, Ryen W. White, Jaime Teevan, Susan Dumais
Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2013) | April 2013
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
Predicting Citation Counts Using Text and Graph Mining
Avishay Livne, Eytan Adar, Jaime Teevan, Susan Dumais
iConference 2013, Workshop on Computational Scientometrics: Theory and Application | February 2013
Temporal Web Dynamics And Its Application To Information Retrieval
Yi Chang, Fernando Diaz, Anlei Dong, Susan Dumais, Kira Radinsky, Milad Shokouhi
Proceedings of WSDM 2013 (Tutorial) | February 2013
Personalizing Atypical Web Search Sessions
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
#TAIA2012
Fernando Diaz, Susan Dumais, Kira Radinsky, Maarten de Rijke, Milad Shokouhi
ACM SIGIR Forum | December 2012
Leaving So Soon? Understanding and Predicting Web Search Abandonment Rationales
CIKM 2012 | October 2012
PivotPaths: Strolling through Faceted Information Spaces
Marian Dörk, Nathalie Henry Riche, Gonzalo Ramo, Susan Dumais
InfoVis 2012 | October 2012
Modeling the Impact of Short- and Long-Term Behavior on Search Personalization
Paul Bennett, Ryen W. White, Wei Chu, Susan Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Search, Interrupted: Understanding and Predicting Search Task Continuation
Eugene Agichtein, Ryen W. White, Susan Dumais, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Creating Temporally Dynamic Web Search Snippets
Krysta M. Svore, Jaime Teevan, Susan Dumais, Anagha Kulkarni
Proceedings of SIGIR'12, Portland, Oregon, USA | August 2012
Direct Answers for Search Queries in the Long Tail
Michael S. Bernstein, Jaime Teevan, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CHI 2012 | May 2012
Best Paper, Honorable Mention
Modeling and Predicting Behavioral Dynamics on the Web
Kira Radinsky, Krysta M. Svore, Susan Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
To appear.
Probabilistic Models for Personalizing Web Search
David Sontag, Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
WSDM 2012: Fifth International Conference on Web Search and Data Miniing | February 2012
Characterizing Web Content, User Interests, and Search Behavior by Reading Level and Topic
Jinyoung Kim, Kevyn Collins-Thompson, Paul Bennett, Susan Dumais
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining | February 2012
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining
Large-Scale Analysis of Individual and Task Differences in Search Result Page Examination Strategies
WSDM 2012 | January 2012
Partially Labeled Topic Models for Interpretable Text Mining
Daniel Ramage, Christopher D. Manning, Susan Dumais
KDD 2011 | August 2011
Temporal Dynamics and Information Systems
iConference 2011, Keynote Talk | August 2011
Why users switch: Understanding and predicting search engine switching rationales
Qi Guo, Ryen W. White, Yunqiao Zhang, Blake Anderson, Susan Dumais
SIGIR 2011 | July 2011
Modeling and Analyses of Multi-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR'11, Beijing, China | July 2011
Why Searchers Switch: Understanding and Predicting Engine Switching Rationales
Qi Guo, Ryen W. White, Yunqiao Zhang, Blake Anderson, Susan Dumais
34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), Beijing, China | July 2011
Modeling and Analysis of Cross-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of SIGIR 2011 | July 2011
Design and Analysis of Large Scale Log Studies
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
CHI 2011 (Course) | May 2011
Mark My Words! Linguistic Style Accommodation in Social Media
Cristian Danescu-Niculescu-Mizil, Michael Gamon, Susan Dumais
Proceedings of WWW 2011, Hyderabad, India. | April 2011
Understanding Temporal Query Dynamics
Anagha Kulkarni, Jaime Teevan, Krysta M. Svore, Susan Dumais
Web Search and Data Mining (WSDM) 2011 | February 2011
No Clicks, No Problem: Using Cursor Movements to Understand and Improve Search
Jeff Huang, Ryen W. White, Susan Dumais
Proceedings of CHI | January 2011
Understanding web browsing behaviors through Weibull analysis of dwell time
Chao Liu, Ryen W. White, Susan Dumais
SIGIR '10: Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval | October 2010
ISBN: 978-1-4503-0153-4
Predicting Short-term Interests Using Activity-Based Search Contexts
Ryen W. White, Paul Bennett, Susan Dumais
Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Modeling Long-Term Search Engine Usage
Ryen W. White, Ashish Kapoor, Susan Dumais
18th International Conference, UMAP 2010, Big Island, HI, USA, June 20-24, 2010 | June 2010
ISBN: 978-3-642-13469-2
Best Paper Finalist
Characterizing Microblogs with Topic Models
Daniel Ramage, Susan Dumais, Dan Liebling
Proc. ICWSM 2010 | May 2010
Predicting Query Performance Using Query, Result and Interaction Features
Qi Guo, Ryen W. White, Susan Dumais, Jue Wang, Blake Anderson
RIAO 2010 | April 2010
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
A Longitudinal Study of How Highlighting Web Content Change Affects People’s Web Interactions
Jaime Teevan, Susan Dumais, Dan Liebling
Proc. 2010 ACM Conf. on Human Factors in Computing Systems (CHI 2010) | April 2010
Leveraging Temporal Dynamics of Document Content in Relevance Ranking
Jonathan L. Elsas, Susan Dumais
WSDM 2010 | February 2010
Individual Differences In Gaze Patterns For Web Search
Susan Dumais, Georg Buscher, Ed Cutrell
Proceeding of the third symposium on Information Interaction in Context | January 2010
Proceeding of the third symposium on Information Interaction in Context
ISBN: 978-1-4503-0247-0
The Good, the Bad, and the Random: An Eye-Tracking Study of Ad Quality in Web Search
Georg Buscher, Susan Dumais, Ed Cutrell
Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval | January 2010
ISBN: 978-1-4503-0153-4
Characterizing And Predicting Search Engine Switching Behavior
CIKM 2009 | November 2009
Discovery Is Never by Chance: Designing for (Un)Serendipity
Paul André, m.c. schraefel, Jaime Teevan, Susan Dumais
Proc. Creativity & Cognition 2009 | October 2009
Changing How People View Changes on the Web
Jaime Teevan, Susan Dumais, Dan Liebling, Richard Hughes
Proceedings UIST '09, Victoria, BC, Canada | October 2009
Blogging together: An examination of group blogs
Marti A. Hearst, Susan Dumais
ICWSM 2009 | May 2009
Resonance on the Web: Web Dynamics and Revisitation Patterns
Eytan Adar, Jaime Teevan, Susan Dumais
Proceedings of CHI 2009 | April 2009
From X-Rays to Silly Putty via Uranus: Serendipity and its Role in Web Search
Paul Andre, Jaime Teevan, Susan Dumais
Proceedings of CHI 2009 | April 2009
Characterizing the Influence of Domain Expertise on Web Search Behavior
Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of Web Search and Data Mining (WSDM) 2009 | February 2009
The Web Changes Everything: Understanding the Dynamics of Web Content
Eytan Adar, Jaime Teevan, Susan Dumais, Jonathan L. Elsas
Proceedings of Web Search and Data Mining (WSDM) 2009 | February 2009
What Should Blog Search Look Like?
Marti A. Hearst, Matthew Hurst, Susan Dumais
SSM 2008 | October 2008
Understanding the Relationship Between Searchers’ Queries and Information Goals
Douglas Downey, Susan Dumais, Dan Liebling, Eric Horvitz
Proc. CIKM 2008 | October 2008
Challenges for Supporting Faceted Search in Large, Heterogeneous Corpora like the Web
Jaime Teevan, Susan Dumais, Zachary Gutt
HCIR 2008 | October 2008
To Personalize or Not to Personalize: Modeling Queries with Variation in User Intent
Jaime Teevan, Susan Dumais, Dan Liebling
Proceedings of SIGIR 2008 | July 2008
Large Scale Analysis of Web Revisitation Patterns
Eytan Adar, Jaime Teevan, Susan Dumais
Proceedings of CHI 2008 | April 2008
How Medical Expertise Influences Web Search Interaction
Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR 2008 (poster) | March 2008
Here or There: Preference Judgments for Relevance
Ben Carterette, Paul Bennett, Max Chickering, Susan Dumais
Proceedings of ECIR 2008 | January 2008
Proceedings of ECIR 2008
ECIR 2018 Test of Time Honorable Mention
Heads and Tails: Studies of Web Search with Common and Rare Queries
Doug Downey, Susan Dumais, Eric Horvitz
SIGIR 2007 (poster) | July 2007
The Influence of Caption Features on Clickthrough Patterns in Web Search
C.L.A. Clarke, E. Agichtein, S. Dumais, R.W. White, Ryen W. White, Susan Dumais
Proceedings of SIGIR | July 2007
Characterizing the Value of Personalizing Search
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings of the 30th Annual ACM Conference on Research and Development in Information Retrieval (SIGIR 2007), Amsterdam, The Netherlands | June 2007
ISBN: 978-1-59593-597-7
Web Projections: Learning from Contextual Subgraphs of the Web
Jure Leskovec, Susan Dumais, Eric Horvitz
WWW 2007 | May 2007
Examining Repetition in User Search Behavior
Mark Sanderson, Susan Dumais
Proceedings of ECIR 2007 | April 2007
Models of Searching and Browsing: Languages, Studies, and Applications
Proceedings of IJCAI 2007 | January 2007
Similarity Measures for Short Segments of Text
Donald Metzler, Susan Dumais, Christopher Meek, Chris Meek
European Conference on Information Retrieval | January 2007
European Conference on Information Retrieval
Improving Web Search Ranking by Incorporating User Behavior
E. Agichtein, E. Brill, S. Dumais, Eric Brill, Susan Dumais
Proceedings of SIGIR 2006 | August 2006
Proceedings of SIGIR 2006
Fast, Flexible Filtering with Phlat — Personal Search and Organization Made Easy
Daniel Robbins, Susan Dumais, Raman Sarin, Ed Cutrell
Proceedings of CHI 2006, Human Factors in Computing Systems | April 2006
Best of CHI honorable mention
Learning User Interaction Models for Predicting Web Search Result Preferences
Eugene Agichtein, Eric Brill, Susan Dumais, Robert Ragno
Proceedings of SIGIR 2006 | January 2006
Improving Personalized Web Search using Result Diversification
Filip Radlinski, Susan Dumais
Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR) | January 2006
Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR)
Personalizing Search via Automated Analysis of Interests and Activities
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings of SIGIR 2005 | August 2005
Beyond the Commons: Investigating the Value of Personalizing Web Search
Jaime Teevan, Susan Dumais, Eric Horvitz
Proceedings PIA 2005: Workshop on New Technologies for Personalized Information Access | July 2005
Analysis of Topic Dynamics in Web Search
Proceedings of WWW 2005 | May 2005
Evaluating Implicit Measures to Improve Web Search
Steve Fox, Kuldeep Karnawat, Mark Mydland, Susan Dumais, Thomas White
ACM:TOIS | April 2005
Keeping and Re-Finding Information On the Web: What Do People Do and What Do They Need To Do?
Harry Bruce, William Jones, Susan Dumais
Proceedings of ASIST 2004 | December 2004
Learning Predictive Models of Human Memory Landmarks
Eric Horvitz, Paul Koch, Susan Dumais
Proceedings of the Cognitive Science Society | August 2004
Newsjunkie: Providing Personalized Newsfeeds via Analysis of Information Novelty
Proceedings of WWW 2004 | May 2004
Evaluating Interactive Information Retrieval Systems: Opportunities and Challenges
Nicholas Belkin, Susan Dumais, Jean Scholtz, Ross Wilkinson
Proceedings of CHI 2004 | April 2004
WaveLens: A New View onto Internet Search Results
Tim Paek, Susan Dumais, Ron Logan
Proceedings of CHI '04 | April 2004
Implicit Queries (IQ) For Contextualized Search
Susan Dumais, Ed Cutrell, Raman Sarin, Eric Horvitz
SIGIR '04: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval | January 2004
ISBN: 1-58113-881-4
Information Seeking and Sharing in Design Teams
Steven Poltrock, Jonathan Grudin, Susan Dumais, Raya Fidel, Harry Bruce, Annelise Mark Pejtersen
Proceedings of the Conference on Supporting Group Work (Group 2003) | November 2003
Models of Memorability: Learning, Experiments, and Applications
Eric Horvitz, Susan Dumais, Paul Koch
October 2003
How Do People Get Back to Information on the Web? How Can They Do It Better?
William Jones, Harry Bruce, Susan Dumais
Proceedings of Interact 2003 | September 2003
Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores
Meredith Ringel, Ed Cutrell, Susan Dumais, Eric Horvitz
Proceedings of Interact 2003 | September 2003
Inductive Transfer Using Layered Abstraction-Based Ensemble Learning: Modeling Text Classifier Reliability
Paul N. Bennett, Susan Dumais, Eric Horvitz
ICML Workshop on The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining | August 2003
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
Web-Based Question Answering: A Decision-Making Perspective
David Azari, Eric Horvitz, Susan Dumais, Eric Brill
Proceedings of the Nineteenth Conference on Uncertainty and Artificial Intelligence, Acapulco, Mexico, Morgan Kaufmann Publishers | August 2003
Stuff I’ve Seen: A System for Personal Information Retrieval and Re-Use
Susan Dumais, Ed Cutrell, JJ Cadiz, Gavin Jancke, Raman Sarin, Daniel Robbins
SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval | July 2003
2015 SIGIR Test of Time Award winner
Web-Based Question Answering: A Decision Making Perspective
David Azari, Eric Horvitz, Susan Dumais, Eric Brill
Proceedings of UAI 2003 | January 2003
Once Found, What Next?: A Study of ‘Keeping’ Behaviors in the Personal Use of Web Information
William Jones, Susan Dumais, Harry Bruce
Proceedings of ASIST 2002 | November 2002
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
Probabilistic Combination of Text Classiï¬ers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of SIGIR 02 | August 2002
An Analysis of the AskMSR Question-Answering System
E. Brill, S. Dumais, M. Banko, Eric Brill, Michele Banko, Susan Dumais
Proceedings of EMNLP 2002 | January 2002
Web Question Answering: Is More Always Better?
Susan Dumais, Michele Banko, Eric Brill, Jimmy Lin, Andrew Ng
Proceedings of SIGIR 2002 | January 2002
Improved String Matching Under Noisy Channel Conditions
Proceedings of CIKM 01 | November 2001
Keeping Found Things Found on the Web
William Jones, Harry Bruce, Susan Dumais
Proceedings of CIKM 01 | November 2001
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Classified Displays of Web Search Results
Susan Dumais, Ed Cutrell, Hao Chen
Advances in Classification Research Online Invited presentation at ASIS&T SIG/CR Classification Research Workshop | November 2000, Vol 11
Collaborative Information Retrieval (CIR)
Raya Fidel, Harry Bruce, Annelise Mark Pejtersen, Susan Dumais, Jonathan Grudin, Steven Poltrock
The New Review of Information Behaviour Research | January 2000, Vol 1: pp. 235-247
Using SVMs for Text Categorization
IEEE Intelligent Systems Magazine | July 1998, Vol 13(4): pp. 18-28
A Solution to Plato’s Problem: The Latent Semantic Analysis Theory of Acquisition, Induction and Representation of Knowledge
Psychological Review | April 1997, Vol 104(2): pp. 211-240
Indexing by Latent Semantic Analysis
Journal of the American Society for Information Science | September 1990, Vol 41(6): pp. 391-407
Detecting Fake News with Weak Supervision
Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
IEEE Intelligent Systems | May 2020
Viewpoint: Slow Search
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais
Communications of the ACM | August 2014, Vol 57(8)
Slow Search
Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan Dumais
Communications of the ACM | August 2014, Vol 57: pp. 36-38
Promoting Civil Discourse Through Search Engine Diversity
Elad Yom-Tov, Susan Dumais, Qi Guo
Social Science Computer Review | November 2013
Behavioral Dynamics on the Web: Learning, Modeling, and Prediction
Kira Radinsky, Krysta M. Svore, Susan Dumais, Milad Shokouhi, Jaime Teevan, Alex Bocharov, Eric Horvitz
ACM Transactions on Information Systems | July 2013, Vol 31(3)
Notable Computing Books and Articles of 2013
Potential for Personalization
Jaime Teevan, Susan Dumais, Eric Horvitz
ACM Transactions on Computer-Human Interaction | March 2010, Vol 4: pp. 31
An Interdisciplinary Perspective On Information Retrieval
SIGIR Forum | July 2009, pp. 1-2
ISBN: 978-1-60558-483-6
Salton Award Lecture
Evaluation Challenges And Directions For Information Seeking Support Systems
Diane Kelly, Susan Dumais, Jan O. Pedersen
IEEE Computer | March 2009, pp. 60-66
Meeting of the MINDS: An Information Retrieval Research Agenda
Jamie Callan, James Allan, Charles L. A. Clarke, Susan Dumais, David A. Evans, Mark Sanderson , ChengXiang Zhai
SIGIR Forum | December 2007, Vol 41(2): pp. 25-34
Searching to Eliminate Personal Information Management
Ed Cutrell, Susan Dumais, Jaime Teevan
Communications of the ACM (CACM) | January 2006, Vol 49(1): pp. 58-64
Exploring Personal Information
Edward Cutrell, Susan Dumais, Ed Cutrell
Communications of the ACM (Special Issue: Supporting Exploratory Search) | January 2006
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
Information Behaviour That Keeps Found Things Found
Harry Bruce, William Jones, Susan Dumais
Information Research | October 2004, Vol 10(1)
Actions, Answers, and Uncertainty: A Decision-Making Perspective on Web-Based Question Answering
Eric Brill, Eric Horvitz, Susan Dumais
Information Processing and Management, Special Issue on Bayesian Methods in Information Retrieval | August 2004, Vol 40(5): pp. 849-868
Latent Semantic Analysis
Annual Review of Information Science and Technology (ARIST) | November 2003, Vol 38: pp. 189-230
Challenges in Information Retrieval and Language Modeling
James Allan, Jay Aslam, Nicholas Belki, Jamie Callan, Bruce Croft, Susan Dumais, Et al
SIGIR Forum | August 2003, Vol 37(1)
Data-Driven Approaches To Information Access
Cognitive Science | January 2003, Vol 27(3): pp. 491-524
A Comparison of Collaborative Information Retrieval (CIR) Behaviors of Two Design Teams
Harry Bruce, Raya Fidel, Annelise Mark Pejtersen , Susan Dumais, Jonathan Grudin, Steven Poltrock
Information Seeking in Context (ISIC 2002) | September 2002
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Building Bridges from Theory to Practice
Susan Dumais, Mary Czerwinski
August 2001
HCI International 2001, 9th Conference on Human-Computer Interaction. Session on Contributions of Basic Research in Psychology to Human Factors and Human-Computer Interaction.
A Framework for Personalization: When Do You Want to Go Where Everybody Knows Your Name?
June 2001
Delos-NSF Workshop
Semi-Automatic Image Annotation
Liu Wenyin, Susan Dumais, Yanfeng Sun, Hong-Jiang Zhang, Mary Czerwinski, Brent Field
January 2001, pp. 326-333
Human-Computer Interaction--Interact '01
Research in Information Retrieval and Management
February 1999
Library of Congress
Beyond Content-Based Retrieval: Modeling Domains, Users, and Interaction
May 1998
IEEE ADL'99
Data Mining and the Web
August 1997
KDD '97 Panel
Configuring Audiences: A Case Study of Email Communication
Justine Zhang, James W. Pennebaker, Susan Dumais, Eric Horvitz
May 2020
Tightly Coupling Search and Structure
December 2016
SIGIR'97 - Workshop on Information Reduction
Large-Scale Behavioral Data: Potential and Pitfalls
April 2015
Athena Lecture at CHI 2015
Thinking Outside of the (Search) Box
April 2015
Seattle Technology Alliance: Technology & Discovery Series
Drawing Causal Inference from Big Data
March 2015
Personalized search
December 2014
Keynote at NTCIR 2014
Search and Context
September 2014
Keynote at CLEF 2014
Putting the Searchers Back Into Search
July 2014
The 37th Annual International ACM SIGIR Conference 2014
Understanding and Improving Web Search Using Large-Scale Observations and Experiments
May 2014
APS (Association for Psychological Science) Invited Session on Big Data
Personalized Search: Potential and Pitfalls
December 2013
NIPS 2013 Workshop on Personalization, Keynote Talk
Task-based Search: A Search Engine Perspective
March 2013
Invited Talk at NSF Task-Based Information Search Systems Workshop
Temporal Dynamics and Information Retrieval
August 2012
SIAM-SDM 2012, Keynote Talk
Understand and Supporting People in Dynamic Information Environments
September 2010
Stuff I’ve Seen: Retrospective and Prospective
August 2010
SIGIR 2010 Desktop Search Workshop, Keynote Talk
Design of Large Scale Log Analysis Studies
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
February 2010
HCIC 2010
Evaluating IR In Situ
August 2009
Viewing Personal Data Over Time
Sonja Knoll, Aaron Hoff, Danyel Fisher, Susan Dumais, Ed Cutrell
April 2009
CHI 2009 Workshop on Interacting with Temporal Data
Using Context to Support Searchers in Searching
June 2008
ACL Keynote Talk
The Person in Personal
May 2007
WWW2007 Panel: Searching Personal Content
SIGIR 2003 Workshop Report: Implicit Measures of User Interests and Preferences
August 2003, Vol 37(2)
SIGIR Forum
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Meta Label Correction for Learning with Weak Supervision
Guoqing Zheng, Ahmed Awadallah, Susan Dumais
1911.03809 | November 2019
Published by arXiv
Investigations of Topic Dynamics in Web Search
Xuehua Shen, Susan Dumais, Eric Horvitz
MSR-TR-2005-20 | May 2005
AskMSR: Question Answering Using the Worldwide Web
Michele Banko, Eric Brill, Susan Dumais, Jimmy Lin
MSR-TR-2016-30 | March 2002
AAAI Spring Symposium on Mining Answers from Text and Knowledge Bases
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Understanding User Behavior Through Log Data and Analysis
Susan Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan
Ways of Knowing in HCI
Published by Springer | March 2014
ISBN: 978-1-4939-0378-8
Web Retrieval, Ranking and Personalization
Jaime Teevan, Susan Dumais, Ryen W. White
Interactive Information Seeking and Retrieval
July 2011
LSA and information retrieval: Getting back to basics
February 2007 | LSA: A Road to Meaning edition
The Interactive TREC Track: Putting the User Into Search
TREC: Experiment and Evaluation in Information Retrieval
Published by MIT Press | September 2005
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Faceted Search
Encyclopedia of Database Systems | 2009 | Encyclopedia of Database Systems edition