Agent technology for information filtering: The PIA-system

Proceedings of the ACM Symposium on Applied Computing

Volumn 1, Issue , 2005, Pages 54-59

  Albayrak, Sahin ^a   Wollny, Stefan ^a   Varone, Nicolas ^a   Lommatzsch, Andreas ^a   Milosevic, Dragan ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

Adaptation and Learning; Agent based deployed applications; Agents and complex systems; Evolution; Intelligent and personalized filtering; Recommendation systems; Ubiquitous access

Indexed keywords

COMPUTER SUPPORTED COOPERATIVE WORK; ELECTRONIC MAIL; INTELLIGENT AGENTS; MODEMS; WORLD WIDE WEB;

AGENTS AND COMPLEX SYSTEMS; EVOLUTION; INTELLIGENT AND PERSONALIZED FILTERING; UBIQUITOUS ACCESS;

DATA PROCESSING;

EID: 28444442434     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1066677.1066695     Document Type: Conference Paper

References (24)

1. Brin, S.; Page, L.: The anatomy of a large-scale hyper textual (Web) search engine, Proc. 7th International World Wide Web Conference on Computer Networks, 30(1-7), pp. 107-117, 1998.
2. Balabanovic, M.; Yoav, S.: FAB: Content-Based Collaborative Recommendation, Communication of the ACM, Volume 40, Number 3, pp. 66-72, 1997.
3. Moukas, A.: Amalthaea: Information Discovery and Filtering using a Multi agent Evolving Ecosystem, Practical Application of Intelligent Agents & Multi-Agent Technology, London 1998.
4. Zhang, B.; Seo, Y.: Personalized Web-Document Filtering Using Reinforcement Learning, Applied Artificial Intelligence, Volume 15 Number 7, pp. 665-685, 2001.
5. Claypool, M.; Gokhale, A.; Miranda, T.; Murnikov, P.; Netes, D.; Sartin, N.: Combining Content-Based and Collaborative Filters in an Online Newspaper, ACM SIGIR Workshop on Recommender Systems, Berkeley, CA, August 19, 1999.
6. Delgado, J.; Davidson, R.: Knowledge bases and user profiling in travel and hospitality recommender systems, In Proceedings of the ENTER 2002 Conference, Innsbruck, Austria, January 22-25 2002, Springer Verlag, pp. 1-16.
7. Kuropka, D.; Serries, T.: Personal Information Agent, Informatik Jahrestagung 2001, pp. 940-946.
8. Lieberman, H.: Letizia: An Agent That Assists Web Browsing, International Joint Conference on Artificial Intelligence, Montreal, August 1995.
9. Lieberman, H.; Van Dyke, N.; Vivacqua, A.: Let's Browse: A Collaborative Browsing Agent, Knowledge-Based Systems, 12(8), 1999, pp. 427-431.
10. Sheth, B.: A Learning Approach to Personalized Information Filtering, M.S. Thesis, MIT- EECS dept, USA, 1994.
11. Joachims, T.; Freitag, D.; Mitchell, T.: WebWatcher: A Tour Guide for the World Wide Web, In IJCAI (1), 1997, pp. 770-777.
12. Winiwarter, W.: PEA - A Personal Email Assistant with Evolutionary Adaptation, International Journal of Information Technology, Vol. 5, No. 1, 1999.
13. Thomas, C.; Fischer, G.: Using agents to improve the usability and usefulness of the world wide web. In Proceedings of the Fifth International Conference on User Modelling, pages 5-12, 1996.
14. Jennings, N; Wooldridge, M: Agent-oriented software engineering, Handbook of Agent Technology (ed. J. Bradshaw). AAAI/MIT Press, 2000.
15. Sesseler, R.; Albayrak, S.: Agent-based Marketplaces for Electronic Commerce, International Conference on Artificial Intelligence, IC-AI 2001.
16. Resnick, P.; Neophytos, J.; Suchak, M.; Bergstrom, P.; Riedl, J.: GroupLens: An open architecture for collaborative filtering of net news, Proceedings ACM Conference on Computer-Supported Cooperative Work, pp. 175-186, 1994.
17. Albayrak, S.; Milosevic, D.: Self Improving Coordination in Multi Agent Filtering Framework, IEEE/WIC/ACM International Joint Conference on Intelligent Agent technology (IAT 04) and Web Intelligence (WI 04), Beijing, China, September 2004., (to appear).
18. Nichols, D.: Implicit Rating and Filtering, Proc. Fifth DELOS Workshop on Filtering and Collaborative Filtering, Budapest, Hungary, 10-12 November, ERCIM, pp. 31-36, 1997.
19. Tauritz, D.: Adaptive Information Filtering: concepts and algorithms, Ph.D. dissertation, Leiden University, 2002.
20. Fricke, S.; Bsufka, K.; Reiser, J.; Schmidt, T.; Sesseler, R.; Albayrak, S.: Agent-based Telematic Services and Telecom Applications, Communications of the ACM, April. 2001.
21. Foundation for Intelligent Physical Agents, www.fipa.org, 2004.
22. st Internat. Conference on Machine Learning and Cybernetics, Beijing, 2002.
23. Albayrak, S; Milosevic D.: Situation-aware Coordination in Multi Agent Filtering Framework, The 19th International Symposium on Computer and Information Sciences (ISCIS 04), Antalya, Turkey, October 2004., (to appear).
24. Zbigniew, M.; Fogel, D.: How to Solve It: Modern Heuristics, Springer-Verlag New York, Inc., New York, NY, 2000.