Utility theory-based user models for intelligent interface agents

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1418, Issue , 1998, Pages 378-392

  Brown, Scott M ^a   Santos, Eugene ^b   Banks, Sheila B ^a  

^a Wright Patterson Air Force Base   (United States)

^b UNIVERSITY OF CONNECTICUT   (United States)

Author keywords

Cognitive modeling; Knowledge representation; Uncertainty

Indexed keywords

ARTIFICIAL INTELLIGENCE; EXPERT SYSTEMS; KNOWLEDGE REPRESENTATION; QUERY PROCESSING; SPACECRAFT; UNCERTAINTY ANALYSIS;

COGNITIVE MODEL; DATABASE QUERIES; EXPERT SYSTEM SHELLS; INTELLIGENT INTERFACE AGENTS; INTERFACE AGENT; NATURAL LANGUAGES; UNCERTAINTY; USER BEHAVIORS;

BEHAVIORAL RESEARCH;

EID: 84958657018     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-64575-6_65     Document Type: Conference Paper

References (39)

1. David W. Albrecht, Ingrid Zukerman, Ann E. Nicholson, and Ariel Bud. Towards a bayesian model for keyhole plan recognition in large domains. In Anthony Jameson, Cecil Paris, and Carlo Tasso, editors, Proceedings of the Sixth International Conference on User Modeling (UM’97), pages 365-376. SpringerWien New York, 1997.
2. Ronald M. Baecker, Jonathan Grudin, William A. S. Buxton, and Saul Greenberg. From customizable systems to intelligent agents. In Readings in Human-Computer Interaction: Toward the Year 2000, chapter 12, pages 783-792. Morgan Kaufmann, second edition, 1995.
3. Sheila B. Banks, Robert A. Harrington, Eugene Santos Jr., and Scott M. Brown. Usability testing of an intelligent interface agent. In Proceedings of the Sixth International Interfaces Conference (Interfaces 97), pages 121-123, May 1997.
4. Sheila B. Banks and Carl S. Lizza. Pilot’s associate: A cooperative, knowledge-based system application. IEEE Expert, pages 18-29, June 1991.
5. Sheila B. Banks, Martin R. Stytz, Eugene Santos Jr., and Scott M. Brown. User modeling for military training: Intelligent interface agents. In Proceedings of the 19th Interservice/Industry Training Systems and Education Conference, pages 645-653, December 1997.
6. David Bawcom. An incompleteness handling methodology for validation of bayesian knowledge bases. Master’s thesis, Air Force Institute of Technology, 1997.
7. D. Benyon and D. Murray. Adaptive systems: from intelligent tutoring to autonomous agents. Knowledge-Based Systems, 6(4):197-219, December 1993.
8. Jack Breese and David Heckerman. Decision-theoretic troubleshooting: A framework for repair and experiment. In Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence, pages 124-132, 1996.
9. Scott M. Brown, Eugene Santos., and Sheila B. Banks. A dynamic bayesian intelligent interface agent. In Proceedings of the Sixth International Interfaces Conference (Interfaces 97), pages 118-120, May 1997.
10. Scott M. Brown, Eugene Santos Jr., Sheila B. Banks, and Mark E. Oxley. Using explicit requirements and metrics for interface agent user model correction. In Proceedings of the Second International Conference on Autonomous Agents (Agents’98), May 1998. to appear.
11. D. N. Chin. Intelligent interfaces as agents. In J. W. Sullivan and S. W. Tyler, editors, Intelligent User Interfaces. ACM, New York, 1991.
12. Cristina Conati, Abigail S. Gertner, Kurt VanLehn, and Marek J. Druzdzel. Online student modeling for coached problem solving using Bayesian networks. In Anthony Jameson, Ceeile Paris, and Carlo Tasso, editors, User Modeling: Proceedings of the Sixth International Conference, UM97, pages 231-242. Springer Wien New York, Vienna, New York, 1997. Available from http://um.org.
13. Nancy J. Cooke. Varieties of knowledge elicitation techniques. International Journal of Human-Computer Studies, 41(6):801-849, 1994.
14. Alan M. Davis. Software Requirements: Objects, Functions & States. P T R Prentice Hall, 1993.
15. Marek J. Druzdzel and L. van der Gaag. Elicitation of probabilities for belief networks: Combining qualitative and quantitative information. In Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence, pages 141-148, 1995.
16. Leonard Newton Foner. Paying attention to what’s important: Using focus of attention to imporve unsupervised learning. Master’s thesis, Massachusetts Institute of Technology, June 1994.
17. Vu Ha and Peter Haddawy. Problem-focused incremental elicitation of multiattribute utility models. In Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, pages 215-222, 1997.
18. Robert A. Harrington, Sheila Banks, and Eugene Santos Jr. Development of an intelligent user interface for a generic expert system. In Michael Gasser, editor, Online Proceedings of the Seventh Midwest Artificial Intelligence and Cognitive Science Conference, 1996. Available at http://www.cs.indiana.edu/event/maics96/.
19. Robert A. Harrington, Sheila Banks, and Eugene Santos Jr. GESIA: Uncertainty-based reasoning for a generic expert system intelligent user interface. In Proceedings of the 8th IEEE International Conference on Tools with Artificial Intelligence, pages 52-55, 1996.
20. Eric Horvitz. Agents with beliefs: Reflections on Bayesian methods for user modeling. In Anthony Jameson, Cecile Paris, and Carlo Tasso, editors, User Modeling: Proceedings of the Sixth International Conference, UM97, pages 441-442. Springer Wien New York, Vienna, New York, 1997. Available from http://um.org.
21. Eric Horvitz and Matthew Barry. Display of information for time-critical decision making. In Proceedings of the Eleventh Uncertainty in Artificial Intelligence, pages 296-305, 1995.
22. Eric Horvitz and J. Lengyel. Perception, attention, and resources: A decision-theoretic approach to graphics rendering. In Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, August 1997.
23. Eric J. Horvitz and Adrian C. Klein. Utility-based abstraction and categorization. In David Heckerman and Abe Mamdani, editors, Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence. Morgan Kaufmann, 1993.
24. Anthony Jameson. Numeric uncertainty management in user and student modeling: An overview of systems and issues. User Modeling and User-Adapted Interactions, 5:193-251, 1995.
25. Charalampos Karagiannidis, Adamatios Koumpis, and Constantine Stephanidis. Deciding ‘what’, ‘when’, ‘why’, and ‘how’ to adapt in intelligent multimedia presentation systems. In G.P. Faconti and T. Rist, editors, Proceedings of the Twelfth European Conference on Artificial Intelligence Workshop "Towards a Standard Reference Model for Intelligent Multimedia Presentation Systems". John Wiley & Sons, Ltd., August 1996.
26. Jak Kirman, Ann Nicholson, Moises Lejter, Thomas Dean, and Eugene Santos Jr. Using goals to find plans with high expected utility. In Proceedings of the Second European Workshop on Planning, pages 158-170, Linkoping, Sweden, 1993.
27. Patti Maes. Modeling adaptive autonomous agents. Artificial Life Journal, 1(1 & 2), 1994. MIT Press (C. Langton, Ed.).
28. Pattie Maes. Agents that reduce work and information overload. Communications of the ACM, 37(7):811-821, July 1994.
29. James Mayfield, Yannis Labrou, and Tim Finin. Evaluation of kqml as am agent communication language. In Michael J. Woolridge, Jorg P. Muller, and Milind Tambe, editors, Intelligent Agents II: Agent Theories, Architectures, and Languages, pages 347-360. Berlin: Springer, 1996.
30. Judea Pearl. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, San Mateo, CA, 1988.
31. H. Frances G. Pestello and Fred P. Pestello. Ignored, neglected, and abused: The behavior variable in attitude-behavior research. Symbolic Interaction, 14(3): 341-351, 1991.
32. Eugene Santos Jr., Darwyn O. Banks, and Sheila B. Banks. MACK: A tool for acquiring consistent knowledge under uncertainty. In Proceedings of the AAAI Workshop on Verification and Validation of Knowledge-Based Systems, pages 23-32, 1997.
33. Eugene Santos Jr., Howard T. Gleason, and Sheila B. Banks. BVAL: Probabilistic knowledge-base validation. In Proceedings of the AAAI Workshop on Verification and Validation of Knowledge-Based Systems, pages 13-22, 1997.
34. Solomon Eyal Shimony, Carmel Domshlak, and Eugene Santos Jr. Cost-sharing heuristic for bayesian knowledge-bases. In Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, pages 421-428, 1997.
35. Yoav Shoham. Conditional utility, utiltiy independence, and utility networks. In Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, pages 429-436, 1997.
36. Daniel J. Stein III, Sheila B. Banks, Eugene Santos Jr., and Michael L. Talbert. Utilizing goal-directed data mining for incompleteness repair in knowledge bases. In Eugene Santos Jr., editor, Proceedings of the Eighth Midwest Artificial Intelligence and Cognitive Science Conference, pages 82-85. AAAI Press, 1997.
37. Martin R. Stytz and Sheila B. Banks. The virtual space plane: A modeling and simulation tool for advanced prototyping, requirements development, and training for the manned spaceplane project. In Proceedings of the 19th Interservice/Industry Training Systems and Education Conference, December 1997.
38. Katia Sycara, Keith Decker, Anandeep Pannu, Mike Williamson, and Dajun Zeng. Distributed intelligent agents. IEEE Expert, 11(6):36-46, December 1996.
39. Annika Waern. Recognising Human Plans: Issues for Plan Recognition in Human-Computer Interaction. PhD thesis, Royal Institute of Technology, 1996.