The goal of the Physical Analytics project, or Phytics, is to perform analytics on the physical actions of users. Such analytics would be valuable in a variety of contexts where the design of a physical space is intertwined with how users use the space, e.g., to understand the behaviour of shoppers in mall or a store, which might be indicative of their interests; to fine-tune the layout of services in an airport or a train station based on how people pass through; and to plan the layout of exhibits at a tradeshow based on the physical browsing patterns of users from previous editions. Thus, Physical Analytics brings to the physical world capabilities akin to those taken for granted in the online world, where the ready availability of clickstreams drives rich analytics.
Our research in realizing Physical Analytics spans several problems, including multi-modal sensing to track user activity; distributed data processing, spanning elements resident in smartphones, the local infrastructure, and the cloud; and interfacing with users through incentives for participation and targeted information delivery.
Events
We have played a leading role in creating the Workshop on Physical Analytics and serving as co-chair, keynote speaker, and panelist:
- 1st Workshop on Physical Analytics (opens in new tab) at ACM MobiSys 2014, Bretton Woods, NH, USA (June 2014)
- 2nd Workshop on Physical Analytics (opens in new tab)at ACM MobiSys 2015, Florence, Italy (May 2015)
- 3rd Workshop on Physical Analytics (opens in new tab) at ACM MobiSys 2016, Singapore (June 2016)
- 4th Workshop on Physical Analytics (opens in new tab) at ACM MobiSys 2017, Niagara Falls, NY, USA (June 2017)
External Collaborators
- Lili Qiu (opens in new tab) (UT Austin)
- Swati Rallapalli (opens in new tab) (UT Austin)
Related Projects
- Indoor Localization: EZ (opens in new tab) and Zee (opens in new tab) (MSR India), Duke, FM-based (opens in new tab) (MSR Redmond)
- Sensing: LiveSynergy (opens in new tab) (MSR China), LiveLabs (opens in new tab) (SMU), Dartmouth (opens in new tab), UCLA (opens in new tab)
- RFID: SixthSense (opens in new tab) (MSR India), RFID Ecosystem (opens in new tab) (Washington)
People
Krishna Chintalapudi
Principal Researcher
Vishnu Navda
Principal Applied Science Manager Content Services - WebXT
Venkat Padmanabhan
Managing Director, Microsoft Research India
Saikat Guha
Researcher