AAAI Spring Symposium 2009
Human
Behavior Modeling

All accepted papers for the Human Behavior Modeling Symposium can be downloaded from AAAI Library
Monday March
23, 2009
9:00am -9:10am
Welcome and introduction to the symposium
9:10am -10:30am
Keynote: Eric Horvitz, Microsoft
Research
Title: Models of Human Behavior: Principles and Practice
10:30am
-11:00am Coffee
Break
11:00am - 12:30pm
Sneak Preview (90 seconds each)
Each
participant provides a very brief summary of their work and identifies
one key challenge in the domain of Human Behavior Modeling that we should discuss during the symposium
12:30pm -
2:00pm Lunch
Break
2:00pm - 3:30pm
Panel
Topic: Resources for Research on Large-Scale Human Behavior Modeling:
Opportunities
and Challenges
Lead: Daniel Gatica Perez, IDIAP
Panelists: Nathan Eagle (Santa Fe/MIT), Donald Patterson (UC Irvine),
Chris Wren (Google), and Danny Wyatt (University of Washington)
3:30pm - 4:00pm Coffee Break
4:00pm - 5:30pm Oral
Presentations (30 minutes each)
Stochastic Models of Large-Scale Human
Behavior on the Web
Kristina
Lerman and Tad Hogg,
Prediction and Discovery of Users'
Desktop Behavior
Omid Madani,
Hung Bui and Eric Yeh
Capturing Individual and Group Behavior
with Wearable Sensors
Daniel
Olguin Olguin, Peter A. Gloor, and Alex (Sandy) Pentland
6:00pm - 7:00pm Reception
Tuesday March
24, 2009
9:00am - 10:30am
Keynote: Dieter Fox, University of Washington
Title: Location-based Activity Recognition
10:30am
-11:00am Coffee
Break
11:00am - 12:30pm
Oral Presentations (30 minutes each)
Understanding
Effects of Feedback on Group Collaboration
Taemie Kim and Alex (Sandy) Pentland
Collective Modeling of
Human Social Behavior
Danny Wyatt
Behavior Recognition in Video with
Extended Models of Feature Velocity Dynamics
Ross Messing and Christopher Pal
12:30pm -
2:00pm Lunch
Break
2:00pm - 3:30pm Oral
Presentations (30 minutes each)
Human
Behavior Modeling with Maximum Entropy
Inverse Optimal Control
Brian D.
Ziebart, Andrew Maas, J.Andrew Bagnell, and Anind K. Dey
Modeling Social Diffusion Phenomena
using Reality Mining
Anmol Madan, and Alex (Sandy) Pentland
Object-Use Activity Monitoring:
Feasibility for People with Cognitive Impairments
Mark R.
Hodges, Mark W. Newman, and Martha E. Pollack
3:30pm - 4:00pm Coffee Break
4:00 - 5:30 Poster
presentation (all papers including orals)
1. Kay-Yut
Chen and Tad Hogg,
Modeling Risky Economic
Decision-Making with Bounded Rationality
2. Wen
Dong, A Network Analysis
of Road
Traffic with Vehicle Tracking Data
3. Mark
R. Hodges, Mark W. Newman, and
Martha E. Pollack, Object-Use Activity
Monitoring: Feasibility for People with Cognitive Impairments
4. Peter
Kiefer, SCTAG: A Mildly
Context-Sensitive Formalism For Modeling Complex Intentions in
Spatially
Structured Environments
5. Taemie
Kim and Alex (Sandy)
Pentland, Understanding Effects of
Feedback on Group Collaboration
6. Bruno
Lepri, Ankur Mani, Alex (Sandy)
Pentland, Fabio Pianesi, Honest
Signals in the Recognition of Functional Relational
Roles in Meetings
7. Kristina
Lerman and Tad Hogg, Stochastic
Models of Large-Scale Human Behavior on the Web
8. Anmol
Madan, and Alex (Sandy) Pentland,
Modeling Social Diffusion
Phenomena using Reality Mining
9. Omid
Madani, Hung Bui and Eric Yeh,
Prediction and Discovery
of Users’ Desktop Behavior
10. Negin
Nejati and Tolga Konik , Probabilistic
Relational Learning of Human Behavior Models
11. Daniel
Olguin Olguin, Peter A. Gloor, Alex
(Sandy) Pentland, Capturing
Individual and Group Behavior with Wearable Sensors
12. Donald
J. Patterson, Global
Priors of Place
and Activity Tags
13. Ross
Messing and Christopher Pal, Behavior
Recognition in Video with Extended Models of Feature Velocity Dynamics
14. Tsu-yu
Wu, Jane Yung-jen Hsu, Continuous
Recognition of Daily Activities from Multiple Heterogeneous Sensors
15. Danny
Wyatt, Collective
Modeling of Human
Social Behavior
16. Brian
D. Ziebart, Andrew Maas, J.Andrew
Bagnell, and Anind K. Dey, Human
Behavior Modeling with Maximum Entropy Inverse Optimal Control
6:00 pm - 7:30 pm
Plenary session
Wednesday March
25, 2009
8:30am - 9:45am
Keynote: Alex (Sandy) Pentland, MIT
Title: Human Dynamics: From Honest Signals to Tribal Structure
9:45am - 10:30am
(open discussion)
Grand
Challenges in Human Behavior Modeling
10:30-11:00 Coffee Break
11:00:12:30
Wrap-up