Predicting Future User Actions by Observing Unmodified Applications

Proceedings of the 17th National Conference on Artificial Intelligence and 12th Conference on Innovative Applications of Artificial Intelligence, AAAI 2000

Volumn , Issue , 2000, Pages 217-222

  Gorniak, Peter ^a   Poole, David ^a  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

automated modeling; human computer interaction; plan recognition; software agents

Indexed keywords

APPLICATION PROGRAMS; INTERFACE STATES; SOFTWARE AGENTS; STOCHASTIC SYSTEMS; USER INTERFACES;

'CURRENT; APPLICATION INTERFACES; APPLICATION MODELS; AUTOMATED MODELLING; INTELLIGENT USER INTERFACES; PLAN RECOGNITION; STATE-SPACE; STOCHASTIC POLICY; USER ACTION; USER INTERACTION;

HUMAN COMPUTER INTERACTION;

EID: 84860378945     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Albrecht, D. W., Zukerman, I., Nicholson, A. E. and Bud, A.: 1997, Towards a bayesian model for keyhole plan recognition in large domains, User Modeling: Proceedings of the Sixth International Conference, UM97.
2. Boutilier, C., Dean, T. and Hanks, S.: 1999, Decision-theoretic planning: Structural assumptions and computational leverage, Journal of AI Research 11, 1-94.
3. Davison, B. D. and Hirsh, H.: 1998, Predicting sequences of user actions, Technical report, Rutgers, The State University of New York.
4. Debevc, M., Meyer, B., Donlagic, D. and Svecko, R.: 1996, Design and evaluation of an adaptive icon toolbar, User Modeling and User-Adapted Interaction 6(1), 1-21.
5. Encarnacao, L.: 1997, Concept and Realization of intelligent user support in interactive graphics applications, PhD thesis, Eberhard-Karls-Universität Tübingen, Fakultät für Informatik.
6. Gorniak, P. J.: 1998, Sorting email messages by topic. Project Report.
7. Gorniak, P. J. and Poole, D. L.: 2000, Building a stochastic dynamic model of application use. Forthcoming.
8. Horvitz, E., Breese, J., Heckerman, D., Hovel, D. and Rommelse, K.: 1998, The lumiere project: Bayesian user modeling for inferring the goals and needs of software users, Uncertainty in Artifical Intelligence, Proceedings of the Fourteenth Conference.
9. JDK: 1998, Java Development Kit Documentation. http://java.sun.com/products/jdk/1.1/docs/index.html
10. Lane, T.: 1999, Hidden markov models for human/computer interface modeling, Proceedings of the IJCAI-99 Workshop on Learning about Users, pp. 35-44.
11. Lieberman, H.: 1998, Integrating user interface agents with conventional applications, Proceedings of the International Conference on Intelligent User Interfaces, San Francisco.
12. McCallum, A. R.: 1996, Instance-based state identification for reinforcement learning, Technical report, University of Rochester.
13. Rabiner, L.: 1989, A tutorial on hidden markov models and selected applications in speech recognition, Proceedings of the IEEE, Vol. 77(2).
14. Ruvini, J.-D. and Dory, C.: 2000, Ape: Learning user's habits to automate repetitive tasks, Proceedings of the International Conference on Intelligent User Interfaces.
15. Seymore, K., McCallum, A. R. and Rosenfeld, R.: 1999, Learning hidden markov model structure for information extraction, AAAI-99 Workshop on Machine Learning for Information Extraction.
16. Zukerman, I., Albrecht, D. and Nicholson, A.: 1999, Predicting users' requests on the www, User Modeling: Proceedings of the 7th International Conference, UM99.