User-dependent aspect model for collaborative activity recognition

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2011, Pages 2085-2090

  Zheng, Vincent W ^a   Yang, Qiang ^a  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITY RECOGNITION; COLLABORATIVE ACTIVITIES; DATA SPARSITY PROBLEMS; INDOOR ENVIRONMENT; PERSONALIZED MODEL; RECOGNITION MODELS; SENSOR READINGS; TIME INFORMATION;

ARTIFICIAL INTELLIGENCE; SENSORS;

PATTERN RECOGNITION;

EID: 84881036972     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5591/978-1-57735-516-8/IJCAI11-348     Document Type: Conference Paper

References (19)

1. Hung Hai Bui. A general model for online probabilistic plan recognition. In Proc. of the 18th International Joint Conference on Artificial Intelligence (IJCAI '03), pages 1309-1318, 2003.
2. Nathan Eagle and Alex Pentland. Eigenbehaviors: Identifying structure in routine. In Behavioral Ecology and Sociobiology, pages 1057-1066, May 2009.
3. Katayoun Farrahi and Daniel Gatica-Perez. What did you do today?: discovering daily routines from large-scale mobile data. In Proc. of the 16th ACM International Conference on Multimedia (MM '08), pages 849-852, 2008.
4. Christopher W. Geib and Mark Steedman. On natural language processing and plan recognition. In Proc. of the 20th International Joint Conference on Artifical Intelligence (IJCAI '07), 2007.
5. Thomas Hofmann and Jan Puzicha. Latent class models for collaborative filtering. In Proc. of the 16th International Joint Conference on Artificial Intelligence (IJCAI '99), pages 688-693, 1999.
6. Tâm Huynh, Mario Fritz, and Bernt Schiele. Discovery of activity patterns using topic models. In Proc. of the 10th International Conference on Ubiquitous Computing (UbiComp '08), pages 10-19, 2008.
7. Henry Kautz. A Formal Theory of Plan Recognition. PhD thesis, University of Rochester, 1987.
8. Jonathan Lester, Tanzeem Choudhury, Nicky Kern, Gaetano Borriello, and Blake Hannaford. A hybrid discriminative/generative approach for modeling human activities. In Proc. of the 19th International Jont Conference on Artifical Jntelligence (IJCAI '05), pages 766-772, 2005.
9. Chia-Chun Lian and Jane Yung-jen Hsu. Probabilistic models for concurrent chatting activity recognition. In Proc. of the 21st International Jont Conference on Artifical Jntelligence (IJCAI '09), 2009.
10. Lin Liao, Dieter Fox, and Henry A. Kautz. Extracting places and activities from gps traces using hierarchical conditional random fields. International Journal of Robotics Research (IJRR), 26(1):119-134, 2007.
11. Donald J. Patterson, Dieter Fox, Henry A. Kautz, and Matthai Philipose. Fine-grained activity recognition by aggregating abstract object usage. In Proc. of the 9th IEEE International Symposium on Wearable Computers (ISWC '05), pages 44-51, 2005.
12. Mike Perkowitz, Matthai Philipose, Kenneth Fishkin, and Donald J. Patterson. Mining models of human activities from the web. In Proc. of the 13th international conference on World Wide Web (WWW '04), pages 573-582, 2004.
13. Martha E. Pollack, Laura E. Brown, Dirk Colbry, Colleen E. McCarthy, Cheryl Orosz, Bart Peintner, Sailesh Ramakrishnan, and Ioannis Tsamardinos. Autominder: an intelligent cognitive orthotic system for people with memory impairment. Robotics and Autonomous Systems (RAS), 44(3-4):273-282, 2003.
14. Luo Si and Rong Jin. Flexible mixture model for collaborative filtering. In Proc. of the 20th International Conference on Machine Learning (ICML '03), pages 704-711, 2003.
15. Emmanuel M. Tapia, Stephen S. Intille, and Kent Larson. Activity recognition in the home using simple and ubiquitous sensors. In Pervasive Computing, pages 158-175, 2004.
16. Douglas L. Vail, Manuela M. Veloso, and John D. Lafferty. Conditional random fields for activity recognition. In Proc. of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS '07), pages 1-8, 2007.
17. Liang Wang, Tao Gu, Xianping Tao, and Jian Lu. Sensor-based human activity recognition in a multi-user scenario. In Ambient Intelligence, volume 5859, pages 78-87, 2009.
18. Danny Wyatt, Matthai Philipose, and Tanzeem Choudhury. Unsupervised activity recognition using automatically mined common sense. In Proc. of the 20th National Conference on Artificial Intelligence (AAAI '05), pages 21-27, 2005.
19. Jie Yin, Xiaoyong Chai, and Qiang Yang. High-level goal recognition in a wireless lan. In Proc. of the 19th national conference on Artifical intelligence (AAAI '04), pages 578-583, 2004.