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Research Area: Econ and Social Sys |
Profile
Vidhya is a Research Scientist in the Internet Experience group, part of the Economic and Social Systems group at Yahoo! Research. Her interests are in modeling user attention and choice behavior on the web, and beyond. For example, what catches people's attention when they look at web pages, and how does that affect their gaze and click behavior?
Her work leverages key insights from Computer Science, Cognitive Psychology, Neuroscience and Behavioral Economics. Her expertise includes behavioral studies (eye-tracking and psychophysics) and modeling (applied machine learning, neurally plausible algorithms). Her work has been published in journals like Nature Neuroscience, Neuron and PNAS.
Prior to joining Yahoo! Research in 2010, she was a postdoc at Caltech and a visiting postdoc at Stanford, working on neuro-cognitive models of human visual attention and choice. She obtained her Ph.D. in Computer Science from the University of Southern California in 2006, and a B.Tech in Computer Science from IIT, Kharagpur in 2001.
Recent Publications, Projects and News
- Mouse Tracking: Measuring and Predicting Users' Experience of Web-based Content V. Navalpakkam; E. Churchill, CHI 2012, 2012 [view abstract]
- Relative visual saliency differences induce sizeable bias in consumer choice M. Milosavljevic; V. Navalpakkam; C. Koch; A. Rangel, Journal of Consumer Psychology, 2011, 1 [view abstract]
- Predicting response time and error rates in visual search Bo Chen; Vidhya Navalpakkam; Pietro Perona, NIPS, 2011 [view abstract]
- Behavior and neural basis of near-optimal visual search Wei Ji Ma*; Vidhya Navalpakkam*; Jeffrey M Beck*; Ronald van den Berg; Alexandre Pouget, Nature Neuroscience, 2011 [view abstract]
- Using Gaze Patterns to Study and Predict Reading Struggles due to Distraction Vidhya Navalpakkam; Justin M. Rao; Malcolm Slaney, CHI 2011 (WIP), ACM, 2011 [view abstract]
- Optimal reward harvesting in complex perceptual environments Vidhya Navalpakkam; Christof Koch; Antonio Rangel; Pietro Perona, Proc Natl Acad Sci U S A., 2010, 11 [view abstract]
- Homo economicus in visual search V.Navalpakkam; C. Koch; P. Perona, Journal of Vision, 2009, 31 [view abstract]
- Search goal tunes visual features optimally Vidhya Navalpakkam; Laurent Itti, Neuron, 2007, 4 [view abstract]
