Rule-based user characteristics acquisition from logs with semantics for personalized web-based systems

Computing and Informatics

Volumn 28, Issue 4, 2009, Pages 399-427

  Barla, Michal ^a   Tvarožek, Michal ^a   Bielikov́, Mária ^a  

^a SLOVAK UNIVERSITY OF TECHNOLOGY   (Slovakia)

Author keywords

Adaptive faceted browser; Log analysis; Ontologies; Usage pattern; User modeling

Indexed keywords

EID: 70349886877     PISSN: 13359150     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (39)

1. ANDREJKO, A.-BARLA, M.-BIELIKOV́, M.:. Ontology-based User Modeling for Web-based Information Systems. In Information Systems Development (ISD 2006), Budapest, Hungary, Springer, 2006.
2. ANDREJKO, A.-BIELIKOVÁ, M.: Estimating Similarity of the Ontological Concepts Instances for the Adaptive Applications Based on Semantic Web. In V. Snášel (Ed.), Znalosti 2008, pp. 30-41, 2008 (in Slovak).
3. BIELIKOVÁ, M.-MATUŠÁKOVÁ, K.: Social Navigation for Semantic Web Applications Using Space Maps. Computing and Informatics, Vol. 26 2007, No. 6, pp. 281-299.
4. BRODER, A.: A Taxonomy of Web Search. SIGIR Forum, Vol. 36, 2002, No. 2, pp. 3-10.
5. BRUSILOVSKY, P.: Methods and Techniques of Adaptive Hypermedia. User Model. User-Adapt. Interact., Vol. 6, 1996, No.2-3, pp. 87-129.
6. Brusilovsky, P.: Adaptive Hypermedia. User Model. User-Adapt. Interact., Vol. 11, 2001, No. 1-2, pp. 87-110.
7. Brusilovsky, P.-Kobsa, A.-Nejdl, W. Eds.: The Adaptive Web, Methods and Strategies of Web Personalization. LNCS 4321, Springer 2007.
8. BRUSILOVSKY, P.-SOSNOVSKY, S.-O. SHCHERBININA, O.: User Modeling in a Distributed E-Learning Architecture. In L. Ardissono, P. Brna, A. Mitrovic (Eds.), User Modeling 2005, LNCS 3538, Edinburgh, Scotland, UK, pp. 387-391, Springer 2005.
9. BUNT, A.-CONATI, C: Probabilistic Student Modelling to Improve Exploratory Behaviour. User Model. User-Adapt. Interact., Vol. 13, 2003, No. 3, pp. 269-309.
10. Chen, Z.-Fu, A.-TONG, F.: Optimal Algorithms for Finding User Access Sessions from Very Large Web Logs. World Wide Web, Vol. 6, 2003, No. 3, pp. 259-279.
11. DENAUX, R.-DIMITROVA, V.-AROYO, L.: Integrating Open User Modeling and Learning Content Management for the Semantic Web. In L. Ardissono, P. Brna, Mitrovic (Eds.), User Modeling 2005, LNCS 3538, Edinburgh, Scotland, UK, pp. 9-18, Springer, 2005.
12. ECKHARDT, A.-HORVÁTH, T.-VOJTÁŠ, P.: Learning Different User Profile Annotated Rules for Fuzzy Preference Top-k Querying. In H. Prade and V. S. Subrahmanian (Eds.), SUM 2007, LNCS 4772, pp. 116-130, Springer 2007.
13. EIRINAKI, M.-VAZIRGIANNIS, M.: Web Mining for Web Personalization. ACM Trans. Internet Techn., Vol. 3, 2003, No. 1, pp. 1-27.
14. th Conference on Human Factors & The Web, Gaithersburg, Maryland, USA, 1999.
15. FENSTERMACHER, K.-GINSBURG, M.: Mining Client-Side Activity for Personalization. In WECWIS, pp. 205-212, 2002.
16. GURSKý, P.-PÁZMAN, R.-VOJTÁŠ, P.: Ontea: On Supporting Wide Range of Attribute Types for Top-k Search. Computing and Informatics, Vol. 28, 2009, No. 4, pp. 483-513.
17. HECKMANN, D. ET AL.: GUMO The General User Model Ontology. In L. Ardissono, P. Brna, A. Mitrovic (Eds.): User Modeling 2005, LNCS 3538, Edinburgh, Scotland, UK, pp. 428-432, Springer, 2005.
18. JAMESON, A.: Numerical Uncertainty Management in User and Student Modeling: An Overview of Systems and Issues. User Model. User-Adapt. Interact., Vol. 5, 1995, No. 4, pp. 193-251.
19. Kay, J.: The um Toolkit for Cooperative User Modeling. User Model. User-Adapt. Interact., Vol. 4, 1995, No. 3.
20. KAY, J.-KUMMERFELD, B.-LAUDER: Personis: A Server for User Models. In P. de Bra, P. Brusilovsky, R. Conejo (Eds.), Adaptive Hypermedia and Adaptive Web-Based Systems, AH 2002, LNCS 2347, Malaga, Spain, pp. 203-212, Springer 2002.
21. LACLAVÁK, M.-ŠELENG, M.-CIGLAN, M.-HLUCHý, L.: Ontea: Platform for Pattern Based Automated Semantic Annotation. Computing and Informatics, Vol. 28, 2009, No. 4, pp. 555-579.
22. LEVENE, M.-WHEELDON, R.: Navigating the World Wide Web. In M. Levene, A. Poulovassilis (Eds.), Web Dynamics Adapting to Change in Content, Size, Topology and Use, pp. 117-152, Springer 2004.
23. Lu, H.-Luo, Q.-Shun, Y.: Extending a Web Browser with Client-Side Mining. In X. Zhou, Y. Zhang, Orlowska (Eds.), Web Technologies and Applications, APWeb 2003, LNCS 2642, pp. 166-177, Springer 2003.
24. Machová, K.-Bednár, P.-Mach, M.: Various Approaches to Web Information Processing. In Computing and Informatics, Vol. 26, 2007, No. 6, pp. 301-327.
25. NÁVRAT, P.-BARTOŠ, P.-BIELIKOVÁ, M.-HLUCHý, L.-VOJTÁŠ, P. (Eds.): Tools for Acquisition, Organization and Presenting of Information and Knowledge, Research Project Workshop, Bystrá Dolina, Low Tatras, Slovakia, 2006.
26. Návrat, P.-Taraba, T.: Context Search. In Y. Li, V. V. Raghavan, A. Broder, H. Ho (Eds.), 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology (Workshops), Silicon Valley, USA, pp. 99-102. IEEE Computer Society, 2007.
27. Ono, Ch.-Kurokawa, M.-Motomura, Y.-Asoh, H.: A Context-Aware Movie Preference Model Using a Bayesian Network for Recommendation and Promotion. In Rule-based User Characteristics Acquisition from Logs with Semantics, C. Conati, K. F. McCoy, G. Paliouras (Eds.), User Modeling 2007, LNCS 4511, pp. 247-257, Springer 2007.
28. Paramythis, A.-Weibelzahl, S.: A Decomposition Model for the Layered Evaluation of Interactive Adaptive Systems. In L. Ardissono, P. Brna, A. Mitrovic (Eds.), UM 2005, LNCS 3538, pp. 438-442, Edinburgh, Scotland, UK, Springer 2005.
29. SHADBOLT, N.-BERNERS-LEE, T.-HALL, W.: The Semantic Web Revisited. IEEE Intelligent Systems, Vol. 21, 2006, No. 3, pp. 96-101.
30. th Int. Conference on Emerging E-Learning Technologies and Applications, pp. 335-340, 2007.
31. TVAROžEK, M.-BARLA, M.-BIELIKOVÁ, M.: Personalized Presentation in Web-Based Information Systems. In van Leeuwen, J. et al. (Eds.), SOFSEM'07, LNCS 4362, pp. 796-807, Springer 2007.
32. nd Int. Workshop on Semantic Media Adaptation and Personalization, pp. 104-109, IEEE CS, 2007.
33. Tvarožek, M.-Bieliková, M.: Personalized Faceted Navigation in the Semantic Web. In L. Baresi, P. Fraternali, G.-J. Houben (Eds.), ICWE 2007, LNCS 4607, pp. 511-515, Springer 2007.
34. WANG, P.-XU, B.: Debugging Ontology Mappings: A Static Approach. Computing and Informatics, Vol. 27, 2008, No. 1, pp. 21-36.
35. WEBB, G. I.-PAZZANI, M. J.-BILLSUS, D.: Machine Learning for User Modeling. User Model. User-Adapt. Interact., Vol. 11, 2001, No. 1-2, pp. 19-29.
36. WONG, A. K. Y.-YIP, F.-RAY, P.-PARAMESH, N.: Towards Semantic Interoperability for IT Governance: An Ontological Approach. In Computing and Informatics, Vol. 27, 2008, No. 1, pp. 131-155.
37. WYNAR, B. S.-TAYLOR, A. G.: Introduction to Cataloging and Classification. Libraries Unlimited Inc., 1992.
38. YUDELSON, M.-BRUSILOVSKY, P.-ZADOROZHNY, V.:. A User Modeling Server for Contemporary Adaptive Hypermedia: An Evaluation of the Push Approach to Evidence Propagatation. In C. Conati, K. McCoy, G. Paliouras (Eds.), User Modeling 2007, LNAI 4511, pp. 27-36, Corfu, Greece, Springer 2007.
39. ZHU, T.-GREINER, R.-HÄUBL, G.: Learning a Model of a Web User's Interests. In P. Brusilovsky, A. T. Corbett, F. de Rosis (Eds.), User Modeling 2003, LNCS 2702, pp. 65-75, Springer 2003.