Intelligent support for information retrieval of web documents

Computing and Informatics

Volumn 21, Issue 5, 2002, Pages 509-528

  Kovaľ, Robert ^a   Návrat, Pavol ^a  

^a SLOVAK UNIVERSITY OF TECHNOLOGY   (Slovakia)

Author keywords

Click stream analysis; Intelligent information retrieval; Search agent; Suffix tree clustering algorithm; Web tool

Indexed keywords

EID: 0347308089     PISSN: 13359150     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (36)

1. ARMSTRONG, R. - FREITAG, D. - JOACHIMS, T. - MITCHELL, T.: WebWatcher: A Learning Apprentice for the World Wide Web. In: Working Notes of the AAAI Spring Symposium: Information Gathering from Heterogeneous Environments, AAAI Press, 1995, pp 6-12.
2. BAMSHAD, M. - COOLEY, R. - SRIVASTAVA, J.: Web Mining: Information and Pattern Discovery on the World Wide Web, In: Proc. the 9th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'97), 1997.
3. CATLEDGE, L. D. - PITKOW J. E.: Characterizing Browsing Strategies in the World-Wide Web. Computer Networks and ISDN Systems, Vol. 27, 1995, No. 6, pp. 1065-1073.
4. CHEN, M. S. - PARK, J. S. - YU, P. S.: Efficient Data Mining for Path Traversal Patterns. IEEE Trans. on Knowledge and Data Engineering, Vol. 10, 1998, No. 2, pp. 209-221.
5. CHEUNG, D. W. - KAO, B. - LEE, J.: Discovering User Access Patterns on the World Wide Web. Knowledge Based Systems, 1998, No. 10, pp. 463-470.
6. CORMACK, G.V. - PALMER, C. R. - CLARKE, C. L. A.: Efficient Construction of Large Test Collections. In: Proc. the ACM Annual Conference on Research and Development in Information Retrieval (SIGIR 98), Melbourne, 1998, pp 282-289.
7. DOROHOCENAU, B. - NEVILL-MANNING, C.: A Practical Suffix-Tree Implementation for String Searches. Dr. Dobb's Journal, 2000, No. 314, pp 133-140.
8. ETZIONI, O. - WELD, D.S.: Intelligent Agents on the Internet: Facts, Fiction and Forecast. IEEE Expert Vol. 10, 1995, No. 4, pp. 44-49.
9. HEARST, M. A.: The Use of Categories and Clusters in Information Access Interfaces. In: T. Strzalkowski (ed.): Natural Language Information Retrieval, Kluwer Academic Publishers, Dordrecht, 1999, pp. 333-374.
10. KEHOE, C. - PITKOW, J.: Tenth WWW Survey Report. The Graphics, Visualization & Usability Center, Georgia Institute of Technology, 1999. Available online: http://www.gvu.gatech.edu/user_surveys/survey-1998-10/, Accessed: November 24, 2000.
11. KOVAĽ, R.: Intelligent Support for Information Retrieval in WWW Environment. Master's thesis. Slovak University of Technology, Department of Computer Science and Engineering, 1999.
12. R. KOVAĽ - P. NÁVRAT: Intelligent support for information retrieval in the WWW environment. In: Y. Manolopoulos, P. Návrat (eds.): Advances in Databases and Information Systems, Lecture Notes in Computer Science 2435, Springer Verlag, Berlin, 2002, pp. 51-64.
13. LASHKARI, Y.: Feature Guided Automated Collaborative Filtering. Master's thesis. MIT Department of Media Arts and Sciences 1995.
14. LAWRENCE, S. - GILES, L.: Accessibility and Distribution of Information on the Web. Nature, 1999, No. 400, pp. 107-109.
15. LAWRENCE, S. - GILES, L.: Inquirius, the NECI Meta Search Engine. Computer Networks, Vol. 30, 1998, Nos. 1-7, pp. 95-105.
16. LEWIS, D.: Learning in Intelligent Information Retrieval. In: Proc. 8th International Workshop on Machine Learning, 1991, pp. 235-239.
17. LOU, W. - LIU, G. - LU, H. - YANG, Q.: Cut-and-Pick Transactions for Proxy Log Mining. In: C. S. Jensen, K. G. Jeffery, J. Pokorný, S. Saltenis, E. Bertino, K. Bohm, M. Jarke (eds.): Advances in Database Technology - EDBT 2002, 8th International Conference on Extending Database Technology. Lecture Notes in Computer Science 2287. Springer-Verlag, Berlin-Heidelberg-New York, 2002, pp. 88-105.
18. MOGUL, J. - FRYSTYK, H. - BERNERS-LEE, T.: Hypertext Transfer Protocol -HTTP/1.1(RFC 2068). World Wide Web Consortium, HTTP Working Group, January 1997.
19. NANOPOULOS, A. - MANOLOPOULOS, Y.: Finding Generalized Path Patterns for Web Log Data Mining. In: J. Štuller, J. Pokorný, B. Thalheim, Y. Masunaga (eds.): Current Issues in Databases and Information Systems, East-European Conference on Advances in Databases and Information Systems Held Jointly with International Conference on Database Systems for Advanced Applications (ADBIS-DASFAA 2000), Lecture Notes in Computer Science 1884, Springer-Verlag, Berlin-Heidelberg-New York, 2000, pp. 215-228.
20. PEI, J. - HAN, J. - MORTAZAVI-ASL, B. - ZHU, H.: Mining Access Patterns Efficiently from Web Logs. In: T. Terano, H. Liu, A. L. P. Chen (eds.): Knowledge Discovery and Data Mining, Current Issues and New Applications. 4th Pacific-Asia Conference, Lecture Notes in Computer Science 1805. Springer-Verlag, Berlin Heidelberg New York, 2000, pp. 396-407.
21. PERKOWITZ, M. - ETZIONI, O.: Adaptive Web Sites: an AI Challenge. In: Proc. 15th International Joint Conference on Artificial Intelligence, Morgan Kaufmann Publishers, San Francisco, 1997, pp. 16-23.
22. POLČICOVÁ, G.: Recommending HTML-documents Using Feature Guided Automated Collaborative Filtering. In: J. Eder, I. Rozman, T. Welzer: Advances in Databases and Information Systems, Proc. 3rd East European ADBIS'99 Conference, Short Papers, Maribor, 1999, pp. 86-91.
23. POLČICOVÁ, G. - NÁVRAT, P.: Recommending WWW Information Sources Using Feature Guided Automated Collaborative Filtering. In: Z. Shi, B. Faltings, M. Musen: Proc. Conference on Intelligent Information Processing at the 16th IFIP World Computer Congress, Beijing, 2000, pp. 115-118.
24. POLČICOVÁ, G. - SLOVÁK, R. - NÁVRAT, P.: Combining Content-based and Collaborative Filtering. In: Y. Masunaga, J. Pokorný, J. Štuller, B. Thalheim: Proceedings of Challenges, East-European Conference on Advances in Databases and Information Systems Held Jointly with International Conference on Database Systems for Advanced Applications (ADBIS-DASFAA 2000), Prague, 2000, pp. 118-127.
25. POLČICOVÁ, G. - NÁVRAT, P.: Semantic Similarity in Content-Based Filtering. In: Y. Manolopoulos, P. Návrat (eds.): Advances in Databases and Information Systems, Lecture Notes in Computer Science 2435, Springer Verlag, Berlin, 2002, pp. 80-85.
26. VAN RIJSBERGEN, C. J.: Information Retrieval, Butterworths, London, 1979.
27. SALTON, G. - BUCKLEY, C.: Term-Weighting Approaches in Automatic Text Retrieval. Information Processing and Management, Vol. 24, 1988, No. 5, pp. 513-523.
28. SEDGEWICK, R.: Algorithms. Addison-Wesley, Reading 1988.
29. SELBERG, E. - ETZIONI, O.: The MetaCrawler Architecture for Resource Aggregation on the Web. IEEE Expert, 1997, pp. 11-14.
30. THACKER, C. P. - MCCREIGHT, E. M. - LAMPSON, B. W. - SPROULL, R. F. -BOGGS, D. R.: Alto: A Personal Computer. In: D. P. Siewiorek, C. G. Bell and A. Newell (eds.): Computer Structures: Principles and Examples. McGraw-Hill, 1982, pp. 549-572.
31. UKKONEN, E.: On-line Construction of Suffix Trees. Algorithmica, Vol. 14, 1995, pp. 249-260.
32. UNGAR, L. - FOSTER, D.: Clustering Methods for Collaborative Filtering. AAAI Workshop on Recommendation Systems, 1998.
33. YU, H. - BRESLAU, L. - SHENKER, S.: A Scalable Web Cache Consistency Architecture. In Proc. ACM Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications (SIGCOMM '99), Vol. 29, 1999, No. 4, No. 163-174.
34. ZAMIR, O. - ETZIONI, O.: Web Document Clustering: A Feasibility Demonstration. In: Proc. 19th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'98), 1998, pp. 46-54.
35. ZAMIR, O. - ETZIONI, O. - MADANI, O. - KARP, R. M.: Fast and Intuitive Clustering of Web Documents. In: Proc. 3rd International Conference on Knowledge Discovery and Data Mining (KDD'97), 1997, pp. 287-290.
36. ZAMIR, O.: Clustering Web Documents: A Phrase Based Method for Grouping Search Engine Results, University of Washington, 1999.