A Bayesian model of plan recognition
Artificial Intelligence
Probabilistic Languages: A Review and Some Open Questions
ACM Computing Surveys (CSUR)
An architecture for Real-Time Reasoning and System Control
IEEE Expert: Intelligent Systems and Their Applications
A message passing algorithm for plan recognition
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
The BATmobile: towards a Bayesian automated taxi
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Getting serious about parsing plans: a grammatical analysis of plan recognition
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
The STRIPS assumption for planning under uncertainty
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Incorporating default inferences into plan recognition
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Generalized Queries on Probabilistic Context-Free Grammars
IEEE Transactions on Pattern Analysis and Machine Intelligence
Procedural help in Andes: generating hints using a Bayesian network student model
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A framework for recognizing multi-agent action from visual evidence
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Modelling both the Context and the User
Personal and Ubiquitous Computing
Bayesian Models for Keyhole Plan Recognition in an Adventure Game
User Modeling and User-Adapted Interaction
Techniques for Plan Recognition
User Modeling and User-Adapted Interaction
An Effective Conversational Agent with User Modeling Based on Bayesian Network
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Combining multiple forms of evidence while filtering
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Natural interaction in intelligent spaces: Designing for architecture and entertainment
Multimedia Tools and Applications
Complex adaptive filtering user profile using graphical models
Information Processing and Management: an International Journal
Reasoning about Movement in Two-Dimensions
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Policy recognition in the abstract hidden Markov model
Journal of Artificial Intelligence Research
Goal recognition through goal graph analysis
Journal of Artificial Intelligence Research
Corpus-based, statistical goal recognition
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A general model for online probabilistic plan recognition
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Trading off granularity against complexity in predictive models for complex domains
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Generalized queries on probabilistic context-free grammars
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Probabilistic models for agents' beliefs and decisions
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Probabilistic state-dependent grammars for plan recognition
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
The lumière project: Bayesian user modeling for inferring the goals and needs of software users
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Generating artificial corpora for plan recognition
UM'05 Proceedings of the 10th international conference on User Modeling
A plan recognition process, based on a task model, for detecting learner's erroneous actions
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Plan recognition by program execution in continuous temporal domains
KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
State-of-the-art of intention recognition and its use in decision making
AI Communications
Intelligent Decision Technologies
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Typical approaches to plan recognition start from a representation of an agent's possible plans, and reason evidentially from observations of the agent's actions to assess the plausibility of the various candidates. A more expansive view of the task (consistent with some prior work) accounts for the context in which the plan was generated, the mental state and planning process of the agent, and consequences of the agent's actions in the world. We present a general Bayesian framework encompassing this view, and focus on how context can be exploited in plan recognition. We demonstrate the approach on a problem in traffic monitoring, where the objective is to induce the plan of the driver from observation of vehicle movements. Starting from a model of how the driver generates plans, we show how the highway context can appropriately influence the recognizer's interpretation of observed driver behavior.