A user-guided cognitive agent for network service selection in pervasive computing environments

Proceedings - Second IEEE Annual Conference on Pervasive Computing and Communications, PerCom

Volumn , Issue , 2004, Pages 219-228

  Lee, George ^a   Faratin, Peyman ^a   Bauer, Steven ^a   Wroclawski, John ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTING VISION; NETWORK CONNECTIVITY; PERSONAL ROUTERS (PR);

COMPETITION; COMPUTER VISION; INTERNET; LOCAL AREA NETWORKS; MATHEMATICAL MODELS; PROBLEM SOLVING; QUALITY OF SERVICE; SECURITY OF DATA; USER INTERFACES; WIRELESS TELECOMMUNICATION SYSTEMS;

COMPUTER SCIENCE;

EID: 2642567645     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PERCOM.2004.1276860     Document Type: Conference Paper

References (33)

1. J. Alspector, A. Kolcz, and N. Karunanithi. Feature-based and clique-based user models for movie selection: A comparative study. In User Modeling and User-Adapted Interaction, volume 7, pages 279-304. Kluwer Academic Publishers, 1997.
2. J. Altmann, H. Daanen, H. Oliver, and A. S.-B. Suárez. How to market-manage a QoS network. In IEEE InfoCom, 2002.
3. M. Balabanović. Exploring versus exploiting when learning user models for text recommendation. In User Modeling and User-Adapted Interaction, volume 8, pages 71-102. Kluwer Academic Publishers, 1998.
4. H. Balakrishnan, S. Seshan, and R. H. Katz. Improving reliable transport and handoff performance in cellular wireless networks. ACM Wireless Networks, 1(4), 1995.
5. G. Boutilier. A POMDP formulation of preference elicitation problems. In Proceedings of American Association of Artificial Intelligence, pages 239-246, Edmonton, Alberta, Canada, 2002.
6. G. Boutilier, T. Dean, and S. Hanks. Decision-theoretic planning: Structural assumptions and computational leverage. Journal of AI Research, 11:1-94, 1999.
7. A. Campbell, J. Gomez, S. Kim, A. Valko, C. Wan, and Z. Turanyi. Design, implementation, and evaluation of cellular IP, 2000.
8. A. Chiu. Adaptive channels for wireless networks, 1999.
9. P. Faratin, G. Lee, J. Wroclawski, and S. Parsons. Social user agents for dynamic access to wireless networks. In Proceedings of AAAI Spring Symposium on Human Interaction with Autonomous Systems in Complex Environments, Stanford, CA, US, 2003.
10. D. Forsberb, J. T. Mahnen, J. K. Malinen, and H. Kari. Increasing communication availability with signal-based mobile controlled handoffs. In IPCN, 2000.
11. S. Haykin. Neural networks: a comprehensive foundation. MCMillan, N.Y., 1994.
12. IEEE Standard. 802.11 1999 edition (1999).
13. L. Kaelbling, M. Littman, and A. Moore. Reinforcement learning: A survey. Journal of Artificial Intelligence Research, 4:237-285, 1996.
14. R. H. Katz. Adaptation and mobility in wireless information systems. IEEE Personal Communications, 1:6-17, 1994.
15. R. H. Katz and E. A. Brewer. The case for wireless overlay networks. In Tomasz Imielinski and H. F. Korth, editors, Mobile Computing, pages 621-650. Kluwer Academic Publishers, 1996.
16. R. L. Keeney and H. Raiffa. Decisions with Multiple Objectives. John Wiley and Sons, New York, 1976.
17. R. L. Keeney and H. Raiffa. Design and Marketing of new products. Prentice-Hall, Cambridge, UK, 1980.
18. B. Liver and J. Altmann. Social carrier recommendation for selecting services in electronic telecommunication markets: A preliminary report, Technical Report TR-97-033, ICSI, Berkeley, CA, 1997.
19. D. Nichols. Implicit rating and filtering. In 5th DELOS Workshop on Filtering and Collaborative Filtering, Budapest, Hungary, November 1997.
20. PadCom, Inc. http://www.padcomusa.com, 2003.
21. C. Perkins. IP mobility support request for comments(standard). In Internet Engineering Task Force. 2000.
22. C. Perkins and K. Wang. Optimized smooth handoffs in mobile IP. In Proceedings of the IEEE Symposium on Computers and Communications. 1999.
23. Personal Router Research Project. http://pr.lcs.mit.edu.
24. B. Raskutti, A. Beitz, and B. Ward. A feature-based approach to recommending selections based on past preferences. In User Modeling and User-Adapted Interaction, volume 7, pages 179-218. Kluwer Academic Publishers, 1997.
25. S. Seshan, H. Balakrishnan, and R. Katz. Handoffs in cellular wireless networks: The daedalus implementation and experience, 1996.
26. M. Stemm and R. H. Katz. Vertical handoffs in wireless overlay networks. Mobile Networks and Applications, 3(4):335-350, 1998.
27. R. Sutton and A. Barto. Reinforcement Learning. MIT Press, Cambridge, MA, 2002.
28. S. Tekinay and B. Jabbari. A measurement based prioritization scheme for handovers in mobile cellular networks. In IEEE Journal on Selected Areas in Communications, 1992.
29. N. Tripathi and J. VanLandinoham. Handoff in cellular systems. IEEE Personal Communications, 5:26-37, 1998.
30. H. Wang, R. Katz, and J. Giese. Policy-enabled handoffs across heterogeneous wireless networks. In WMCSA, 1999.
31. G. I. Webb, M. J. Pazzani, and D. Billsus. Machine learning for user modeling. In User Modeling and User-Adapted Interaction, volume 11, pages 19-29. Kluwer Academic Publishers, 2001.
32. X. Yang. Designing traffic profiles for bursty internet traffic. In IEEE Global Internet, Taipei, Taiwan, 2002.
33. I. Zukerman and D. W. Albrecht. Predictive statistical models for user modeling. In User Modeling and User-Adapted Interaction, volume 11, pages 5-18. Kluwer Academic Publishers, 2001.