Human Behavior Modeling
Papers from the 2009 AAAI Spring Symposium
Tanzeem Choudhury, Ashish Kapoor, and Henry Kautz, Program Cochairs
Technical Report SS-09-04. Published by The AAAI Press, Menlo Park, California. This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Organizing Committee / iii
Tanzeem Choudhury, Ashish Kapoor, Henry Kautz
Modeling Risky Economic Decision-Making with Bounded Rationality / 1
Kay-Yut Chen, Tad Hogg
A Network Analysis of Road Traffic with Vehicle Tracking Data / 7
Wen Dong, Alex Pentland
Object-Use Activity Monitoring: Feasibility for People with Cognitive Impairments / 13
Mark R. Hodges, Mark W. Newman, Martha E. Pollack
SCTAG: A Mildly Context-Sensitive Formalism for Modeling Complex Intentions in Spatially Structured Environments / 19
Peter Kiefer
Understanding Effects of Feedback on Group Collaboration / 25
Taemie Kim, Alex (Sandy) Pentland
Honest Signals in the Recognition of Functional Relational Roles in Meetings / 31
Bruno Lepri, Ankur Mani, Alex (Sandy) Pentland, Fabio Pianesi
Stochastic Models of Large-Scale Human Behavior on the Web / 37
Kristina Lerman, Tad Hogg
Modeling Social Diffusion Phenomena using Reality Mining / 43
Anmol Madan, Alex (Sandy) Pentland
Prediction and Discovery of Users’ Desktop Behavior / 49
Omid Madani, Hung Bui, Eric Yeh
Behavior Recognition in Video with Extended Models of Feature Velocity Dynamics / 56
Ross Messing, Christopher Pal
Probabilistic Relational Learning of Human Behavior Models / 62
Negin Nejati, Tolga Könik
Capturing Individual and Group Behavior with Wearable Sensors / 68
Daniel Olguín Olguín, Peter A. Gloor, Alex (Sandy) Pentland
Global Priors of Place and Activity Tags / 75
Donald J. Patterson
Continuous Recognition of Daily Activities from Multiple Heterogeneous Sensors / 80
Tsu-yu Wu, Jane Yung-jen Hsu, Yi-ting Chiang
Collective Modeling of Human Social Behavior / 86
Danny Wyatt
Human Behavior Modeling with Maximum Entropy Inverse Optimal Control / 92
Brian D. Ziebart, Andrew Maas, J. Andrew Bagnell, Anind K. Dey
AAAI Digital Library
AAAI relies on your generous support through membership and donations. If you find these resources useful, we would be grateful for your support.