A text mining approach for automatic construction of hypertexts

Expert Systems with Applications

Volumn 29, Issue 4, 2005, Pages 723-734

  Yang, Hsin Chang ^a   Lee, Chung Hong ^b  

^a CHANG JUNG CHRISTIAN UNIVERSITY   (Taiwan)

^b NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

Author keywords

Automatic hypertext construction; Self organizing maps; Text mining

Indexed keywords

ALGORITHMS; DATA MINING; INFORMATION RETRIEVAL; PERSONNEL TRAINING; PROGRAM DOCUMENTATION; SELF ORGANIZING MAPS; WEBSITES;

AUTOMATIC HYPERTEXT CONSTRUCTION; HYPERLINKS; LEGACY DOCUMENTS; TEXT MINING;

HYPERTEXT SYSTEMS;

EID: 25844442530     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.05.003     Document Type: Article

References (34)

1. Agosti, M., & Crestani, F. (1993). A methodology for the automatic construction of a hypertext for information retrieval. In: Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing (pp. 745-753). Indianapolis, Indiana, USA.
2. M. Agosti, F. Crestani, and M. Melucci Design and implementation of a tool for the automatic construction of hypertexts for information retrieval Information Processing and Management 32 1996 459 476
3. M. Agosti, F. Crestani, and M. Melucci On the use of information retrieval techniques for the automatic construction of hypertext Information Processing and Management 33 1997 133 144
4. Allan, J. (1996). Automatic hypertext link typing. In: Proceedings for the Hypertext'96 Conference (pp. 42-52). Washington, DC, USA.
5. J. Allan Building hypertext using information retrieval Information Processing and Management 33 1997 145 159
6. F. Can Incremental clustering for dynamic information processing ACM Transactions on Information Systems 11 1993 143 164
7. T.F. Cox, and M.A.A. Cox Multidimensional scaling 1994 Chapman & Hall London
8. F. Crestani, and M. Melucci Automatic construction of hypertexts for selfreferencing: The hyper-textbook project Information Systems 28 2003 769 790
9. Dalamagas, T. (1998). Nhs: A tool for the automatic construction of news hypertext. In: Proceedings of the 20th BCS-IRSG Colloquium on Information Retrieval. Autrans, France.
10. Dalamagas, T., & Dunlop, M. D. (1997). Automatic construction of news hypertext. In: Proceedings of the Hypertext - Information Retrieval - Multimedia Conference(HIM '97) (pp. 265-278). Dortmund, Germany.
11. S. Deerwester, S. Dumais, G. Furnas, and K. Landauer Indexing by latent semantic analysis Journal of the American Society for Information Science 40 6 1990 391 407
12. Feldman, R., & Dagan, I. (1995). Knowledge discovery in textual databases (kdt). In: Proceedings of the first international conference on knowledge discovery and data mining (KDD-95) (pp. 112-117). Montreal, Canada.
13. Green, S. J. (1997). Building hypertext links in newspaper articles using semantic similarity. In: Proceedings of third workshop on applications of natural language to information systems (NLDB '97). Vancouver, Canada.
14. S.J. Green Lexical semantics and automatic hypertext construction ACM Computing Surveys 31 4 2000 22
15. Huang, X., & Robertson, S. E. (1997). Experiments on large test collections with probabilistic approaches to chinese text retrieval. In: Proceedings of the second international workshop on information retrieval with Asian languages (pp. 129-140). Tsukuba, Japan.
16. I.T. Jolliffe Principal component analysis 1986 Springer Berlin
17. S. Kaski, T. Honkela, K. Lagus, and T. Kohonen Websom-self-organizing maps of document collections Neurocomputing 21 1998 101 117
18. T. Kohonen Self-organizing maps 1997 Springer Berlin
19. Kurohashi, S., Nagao, M., Sato, S., & Murakami, M. (1992). A method of automatic hypertext construction from an encyclopedic dictionary of a specific field. In: Proceedings of the third conference on applied natural language processing (pp. 239-240). Trento, Italy.
20. Lee, C. H., & Yang, H. C. (1999). A web text mining approach based on selforganizing map. In: Proceedings of the ACM CIKM'99 second workshop on web information and data management (pp. 59-62). Kansas City, MI.
21. Z. Lin, M. Hämäläinen, and A.B. Whinston Knowledge-based html document generation for automating web publishing Expert Systems with Applications 10 1996 381 391
22. Mehler, A. (1999). Aspects of text semantics in hypertext. In: Proceedings of the 10th ACM conference on hypertext and hypermedia (pp. 25-26). Darmstadt, Germany.
23. Rauber, A., & Merkl, D. (1999). Using self-organizing maps to organize document archives and to characterize subject matter: How to make a map tell the news of the world. In: Proceedings of the 10th international conference on database and expert systems applications (pp. 302-311).
24. Rizzo, R., Allegra, M., & Fulantelli, G. (1998). Developing hypertext through a self-organizing map. In: Proceedings of the WebNet 98 (pp. 768-772). Orlando, USA.
25. A. Salminen, J. Tague-Sutcliffe, and C. McClellan From text to hypertext by indexing ACM Transactions on Information Systems 13 1995 69 99
26. Salton, G., Allan, J., & Buckley, C. (1993). Approaches to passage retrieval in full text information systems. In: Proceedings of the 16th ACM-SIGIR conference (pp. 49-58). Pittsburgh, USA.
27. G. Salton, J. Allan, and C. Buckley Automatic structuring and retrieval of large text files Communications of the ACM 37 1994 97 100
28. Salton, G., & Buckley, C. (1989). Automatic generation of content links for hypertext. Technical Report on TR89-993, Department of Computer Science, Cornell University, Ithaca, NY.
29. G. Salton, C. Buckley, and J. Allan Automatic structuring of text files Electronic Publishing 5 1992 1 17
30. G. Salton, and M.J. McGill Introduction to modern information retrieval 1983 McGraw-Hill New York
31. Shin, D., Nam, S., & Kim, M. (1997). Hypertext construction using statistical and semantic similarity. In: Proceedings of the second ACM international conference on digital libraries (pp. 57-63). Philadelphia, PA, USA.
32. Tan, A. H. (1999). Text mining: The state of the art and the challenges. In: Proceedings of PAKDD'99 workshop on knowledge discovery from advanced databases (KDAD'99) (pp. 65-70). Beijing, China.
33. D. Tudhope, and C. Taylor Navigation via similarity: Automatic linking based on semantic closeness Information Processing and Management 33 1997 233 242
34. R. Wilkinson, and A.F. Smeaton Automatic link generation ACM Computing Surveys 31 1999 27