Recent soft computing approaches to user modeling in adaptive hypermedia

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

Volumn 3137, Issue , 2004, Pages 104-114

  Frías Martínez, Enrique ^a   Magoulas, George ^b   Chen, Sherry ^a   Macredie, Robert ^a  

^a BRUNEL UNIVERSITY   (United Kingdom)

^b UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; HYPERMEDIA SYSTEMS; SOFT COMPUTING; WEBSITES;

ACCURACY OF INFORMATION; ADAPTIVE HYPERMEDIA; ADAPTIVE HYPERMEDIA SYSTEMS; HUMAN BEHAVIORS; HUMAN DECISION MAKING; PROCESS UNCERTAINTIES; SOFT COMPUTING APPROACHES; SOFTCOMPUTING TECHNIQUES;

BEHAVIORAL RESEARCH;

EID: 26944445534     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-27780-4_14     Document Type: Article

References (40)

1. th International Conference on User Modeling, UM97, Banff, Canada, 1997
2. th Int. Conf. on User Modeling, LNAI 2702, pp. 303-312, 2003
3. Beck, J.E., Woolf, B.P.: Using a Learning Agent with a Student Model, LNCS 1452, 1998
4. Bezdek, J.C.: Pattern Recognition with Fuzzy Objective Function Algorithms, Plenum Press, 1981
5. th Int. Conf. in UM, 2003
6. Bonissone, P., Badami, C., Chiang, X.: Industrial Applications of Fuzzy Logic at General Electric, Proceedings of the IEEE, 83(3), pp. 450-465, 1995
7. st Int. Conf. on Information Systems, pp. 20-34, 2000
8. Fausett L., Fundamentals of Neural Networks, Prentice-Hall, 1994
9. th Conf. on Comp. Generated Forces, pp. 575-585, 1999
10. Goldberg, D.: Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley, 1989
11. th International Conference on User Modeling 2001, LNAI 2109, pp. 188-198, 2001
12. Haykin S., Neural Networks, 2nd Edition, Prentice Hall, 1999
13. Jang, J.S.: ANFIS: Adaptive-Network-Based Fuzzy Inference Systems, IEEE Transactions on Systems, Man, and Cybernetics, Vol. 23(3), pp. 665-685, May 1993.
14. Jang, J.S.R., Sun, C.T.: Neurofuzzy modelling and control, in Proceedings IEEE, 1995
15. Jang, J.S.R., Sun, C.T:Neurofuzzy and Soft Computing, Prentice Hal, 1997
16. Joshi, A., Joshi, K., Krishnapuram, R., On mining Web Access Logs, in Proceedings of the ACM-SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, pp. 63-69, 2000
17. Klir, J., Yuan, B.: Fuzzy Sets and Fuzzy Logic. Theory and Applications, Prentice Hall, 1995
18. Kobsa, A.: Generic User Modeling Systems, User Modeling and User-Adapted Interaction 11, 49-63, 2001
19. Krishnapuram, R., Joshi, A., Nasraoui, O., Yi, L., Low-Complexity Fuzzy Relational Clustering Algorithms for Web Mining, in IEEE Transactions on Fuzzy Systems, Vol. 9 (4), pp. 595-608, 2001
20. Lampinen, T., Koivisto, H.: Profiling Network Applications with Fuzzy C-Means Clustering and Self-Organising Map, Int. Conf. on Fuzzy Systems and Knowledge Discovery, 2002
21. Lee, R.S.T.:iJADE IWShopper: A New Age of Intelligent Web Shopping System Based on Fuzzy-Neuro Agent Technology. In Web Intelligence: Research and Development, LNAI 2198, pp. 403-412, 2002
22. Magoulas, G.D., Papanikolau, K.A., Grigoriadou, M.: Neuro-fuzzy synergism for planning the content in a web-based course, Informatica Vol. 25(1), 2001
23. Min, H., Smolinski, T., Boratyn, G.: A GA-based Data Mining Approach to Profiling the Adopters of E-purchasing, Proc. of the 3rd Int. Conf. on Information Reuse and Integration, pp. 1-6, 2001
24. Nasraoui, O., Cardona, C., Rojas, C., Gonzalez, F.: Mining Evolving User Profiles in Noisy Web Clickstream Data with a Scalable Immune System Clustering Algorithm. In Workshop Notes of WEBKDD 2003: Web Mining as Premise to Effective&Intelligent Web Applications, pp. 71-81, 2003
25. th Intl. Fuzzy Systems Association World Congress - IFSA 99, 1999
26. Nasraoui, O., Krishnapuram, R.: Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering. In International Journal on Artificial Intelligence Tools, Vol. 9(4), pp. 509-526, 2000
27. Nasraoui, O., Petenes, C.: Combining Web Usage Mining and Fuzzy Inference for Website Personalization. In WEBKDD 2003: Web Mining as Premise to Effective Web Applications, pp. 37-46, 2003
28. Pal, S.K., Talwar, V., Mitra, P.: Web Mining in Soft Computing Framework: Relevance, State of the Art and Future Directions, IEEE Transactions on Neural Networks, Vol. 13(5), pp.1163-1177, 2002
29. Perkowitz, M., Etzioni, O.: Adaptive Web Sites. Communications of the ACM, Vol. 43(8), 152-158, 2000
30. th International Conference on User Modeling, LNAI 2702, pp. 25-34, 2003
31. nd Workshop on Machine Learning, Information Retrieval and User Modeling, 2003
32. th Int. Conf. on User Modeling, LNAI 2702, pp. 297-302, 2003
33. Shavlik, J., Eliassi, T.: A System for building intelligent Agents that Learn to retrieve and Extract Information. In International Journal on User Modeling and User Adapted Interaction, 2001.
34. Sheperd, A., Watters, C., Marath, A.T.: Adaptive User Modeling for Filtering Electronic News. In Proc. of the 35th Annual Hawaii Intl. Conf. on System Sciences (HICSS-02), Vol. 4, 2002
35. th Int. Conf. on User Modeling, UM2003, LNAI 2702, pp. 337-342, 2003
36. Sternberg, M., Reynolds, R.G.: Using cultural algorithms to support re-engineering of rule-based expert systems in dynamic performance environments: a case study in fraud detection Sternberg, IEEE Transactions on Evolutionary Computation, Vol. 1(4), pp. 225-243, 1997
37. Ticlek, A.B., Andrews, R., Golea, M., Diederich, J.: The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networks IEEE Trans. on Neural Networks, Vol. 9(6), pp. 1057-1068, 1998
38. Vrettos, S., Stafylopatis, A.: A Fuzzy Rule-Based Agent for Web Retrieval-Filtering. In Web Intelligence: Research and Development, LNAI 2198, pp. 448-453, 2002
39. Webb, G.I., Pazzani, M.J., Billsus, D.: Machine Learning for User Modeling. In User Modeling an User-Adapted Interaction, (11), pp. 19-29, 2001
40. Yan, J., Ryan, M., Power, J.: Using Fuzzy Logic, Prentice Hall, 1994