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Probabilistic Plan Inference for Group Behavior Prediction
July-Aug. 2012 (vol. 27 no. 4)
pp. 27-36
| ASCII Text | x | ||
| Wenji Mao, Jonathan Gratch, Xiaochen Li, "Probabilistic Plan Inference for Group Behavior Prediction," IEEE Intelligent Systems, vol. 27, no. 4, pp. 27-36, July-Aug., 2012. | |||
| BibTex | x | ||
| @article{ 10.1109/MIS.2010.133, author = {Wenji Mao and Jonathan Gratch and Xiaochen Li}, title = {Probabilistic Plan Inference for Group Behavior Prediction}, journal ={IEEE Intelligent Systems}, volume = {27}, number = {4}, issn = {1541-1672}, year = {2012}, pages = {27-36}, doi = {http://doi.ieeecomputersociety.org/10.1109/MIS.2010.133}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - MGZN JO - IEEE Intelligent Systems TI - Probabilistic Plan Inference for Group Behavior Prediction IS - 4 SN - 1541-1672 SP27 EP36 EPD - 27-36 A1 - Wenji Mao, A1 - Jonathan Gratch, A1 - Xiaochen Li, PY - 2012 KW - Probabilistic logic KW - Cognition KW - Predictive models KW - Intelligent systems KW - Computational modeling KW - Hidden Markov models KW - Prediction algorithms KW - Behavioral science KW - group behavior prediction KW - plan representation KW - probabilistic reasoning KW - intention recognition VL - 27 JA - IEEE Intelligent Systems ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MIS.2010.133
A probabilistic plan inference approach explicitly takes an observed agent's preferences into consideration and computes expected plan utilities to disambiguate competing hypotheses.
Index Terms:
Probabilistic logic,Cognition,Predictive models,Intelligent systems,Computational modeling,Hidden Markov models,Prediction algorithms,Behavioral science,group behavior prediction,plan representation,probabilistic reasoning,intention recognition
Citation:
Wenji Mao, Jonathan Gratch, Xiaochen Li, "Probabilistic Plan Inference for Group Behavior Prediction," IEEE Intelligent Systems, vol. 27, no. 4, pp. 27-36, July-Aug. 2012, doi:10.1109/MIS.2010.133
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