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» Probabilistic User Behavior Models
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IVA
2010
Springer
13 years 6 months ago
Modeling Behavioral Manifestations of Coordination and Rapport over Multiple Conversations - Speaking Rate as a Relational Indic
Many potential applications of virtual agents require an agent to conduct multiple conversations with users. An effective and engaging agent should modify its behavior in realisti...
Daniel Schulman, Timothy W. Bickmore
NLE
2011
12 years 10 months ago
Modeling reciprocity in social interactions with probabilistic latent space models
Reciprocity is a pervasive concept that plays an important role in governing people’s behavior, judgments, and thus their social interactions. In this paper we present an analys...
Roxana Girju, Michael J. Paul
IUI
2009
ACM
14 years 4 months ago
A probabilistic mental model for estimating disruption
Adaptive software systems are intended to modify their appearance, performance or functionality to the needs and preferences of different users. A key bottleneck in building effec...
Bowen Hui, Grant Partridge, Craig Boutilier
ACL
2009
13 years 5 months ago
Setting Up User Action Probabilities in User Simulations for Dialog System Development
User simulations are shown to be useful in spoken dialog system development. Since most current user simulations deploy probability models to mimic human user behaviors, how to se...
Hua Ai, Diane J. Litman
UM
2009
Springer
14 years 2 months ago
Modeling User Affect from Causes and Effects
We present a model of user affect to recognize multiple user emotions during interaction with an educational computer game. Our model deals with the high level of uncertainty invol...
Cristina Conati, Heather Maclaren