@inproceedings{liebling2012anticipatory, author = {Liebling, Dan and White, Ryen W. and Bennett, Paul}, title = {Anticipatory Search: Using Context to Initiate Search}, booktitle = {Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012)}, year = {2012}, month = {August}, abstract = {Identifying content for which a user may search has a variety of applications, including ranking and recommendation. In this post-er, we examine how pre-search context can be used to predict content that the user will seek before they have even specified a search query. We call this anticipatory search. Using a log-based approach, we compare different methods for predicting the con-tent to be searched using different attributes of the pre-query con-text and behavioral signals from previous visitors to the most-recent browse URL. Each method covers different cases and shows promise for query-free anticipatory search on the Web.}, publisher = {ACM}, url = {http://approjects.co.za/?big=en-us/research/publication/anticipatory-search-using-context-to-initiate-search/}, note = {(to appear)}, }