Using GHSOM to construct legal maps for Taiwan's securities and futures markets

Expert Systems with Applications

Volumn 34, Issue 2, 2008, Pages 850-858

  Shih, Jen Ying ^a   Chang, Yu Jung ^b   Chen, Wun Hwa ^c  

^a CHANG GUNG UNIVERSITY   (Taiwan)

^b INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

^c NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Knowledge representation; Legal informatics; Securities markets; Self organizing maps

Indexed keywords

ALGORITHMS; KNOWLEDGE REPRESENTATION; MAPS; SECURITY SYSTEMS; WEBSITES;

INVESTMENT DECISIONS; LEGAL INFORMATICS; SECURITIES MARKETS; SELF-ORGANIZING MAPS;

MARKETING;

EID: 36148971272     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2006.10.031     Document Type: Article

References (23)

1. Anandanpillai T., and Barta T.A. A case-based reasoning system for housing discrimination law. Expert Systems with Applications 16 (1999) 315-324
2. Chen, K. J., & Liu, S. H. (1992). Word identification for mandarin Chinese sentences. In Proceedings of the fifteenth international conference on computational linguistics nantes (COLING92).
3. Daniels, J., & Rissland, E. (1995). Finding legally relevant passages in case opinions. In Proc international conference on artificial intelligence and law (ICAIL) (pp. 39-46).
4. Dittenbach M., Rauber A., and Merkl D. Uncovering hierarchical structure in data using the growing hierarchical self-organizing map. Neurocomputing 48 (2002) 199-216
5. Elhadi M.T. Bankruptcy support system: taking advantage of information retrieval and case-based reasoning. Expert Systems with Applications 18 (2000) 215-219
6. Fritzke B. Growing grid - a self-organizing network with constant neighborhood range and adaptation strength. Neural Processing Letters 2 5 (1995) 9-13
7. Hauck R.V., Sewell R.R., Ng T.D., and Chen H. Concept-based searching and browsing: a geoscience experiment. Journal of Information Science 27 4 (2001) 199-210
8. Honkela, T., Kaski, S., Lagus, K., & Kohonen, T. (1997). WEBSOM-self-organizing maps of document collections. In Proc. workshop on self-organizing maps (WSOM97), Espoo, Finland.
9. Kohonen T. Self-organized formation of topologically correct feature maps, Biol. Cybernet 43 (1982) 59-69
10. Kohonen T. Self-Organizing Maps (1995), Springer, Berlin
11. Merkl D., and Schweighofer E. The exploration of legal text corpora with hierarchical neural networks: a guided tour in public international law (ICAIL) (1997), ACM Press
12. Merkl, D., Schweighofer, E., & Winiwarter, W. (1995). Analysis of legal thesauri based on self-organizing feature maps. In Proc. fourth international conference on artificial neural networks (ANN'95), Cambridge.
13. Moens M. Automatic indexing and abstracting of document texts (1999), Kluwer Academic Publishers, Boston
14. Ong, T., & Chen, H. (1999). Updateable Pat-tree approach to Chinese key phrase extraction using mutual information: a linguistic foundation for knowledge management. In Proceedings of the second Asian digital library conference, Taipei, Taiwan.
15. Pal K. An approach to legal reasoning based on a hybrid decision-support system. Expert Systems with Applications 16 (1999) 1-12
16. Rauber, A. (1999). LabelSOM: on the labeling of self-organizing maps. In Proceedings of the international joint conference on neural networks (IJCNN'99), Washington, DC.
17. Rodrigues J.S., and Almeida L.B. Improving the learning speed in topological maps of patterns. Proceedings of INNC (1990) 813-816
18. Salton G. Automatic text processing (1989), Addison-Wesley, MA
19. Schweighofer E., Rauber A., and Dittenbach M. Automatic text representation classification, and labeling in European law, ICAIL (2001), ACM Press
20. Schweighofer, E., & Winiwarter, W. (1995). KONTERM: exploratory data analysis for semi-automatic indexation of legal documents. In N. Revell, & A.M. Tjoa (Eds.), Proc. 6th database and expert systems applications DEXA'95 workshop (pp. 407-412).
21. Schweighofer, E., Winiwarter, W., & Merkl, D. (1995). Exploratory data analysis as a mean of structuring legal knowledge about concepts and documents. In: Pre-Proc. 17th IVR world congress 1995, Bologna, challenges to law at the end of the 20th century. European Journal of Law, Philosophy and Computer Science, Bologna (pp. 400-409).
22. Smith J., Maccrimmon D., Atherton B., McClean J., Shinehoft J., and Quintana L. Artificial intelligence and legal discourse: the Flexlaw legal text management system. AI and Law 3 1 (1995) 55-95
23. Thompson P. Automatic categorization of case law, ICAIL (2001), ACM Press