Knowledge discovery from databases: An introductory review

Journal of Documentation

Volumn 53, Issue 2, 1997, Pages 107-122

  Vickery, Brian ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0031501234     PISSN: 00220418     EISSN: None     Source Type: Journal    
DOI: 10.1108/EUM0000000007195     Document Type: Review

References (33)

1. Fayyad, U.M. and Uthurusamy, R. eds. Proceedings of the First International Conference on Knowledge Discovery and Data Mining. Menlo Park, Cal.: AAAI Press, 1995.
2. Fayyad, U.M. et al., eds. Advances in knowledge discovery and data mining. Menlo Park, Cal.: AAAI Press and Cambridge, Mass., London: MIT Press, 1996.
3. Piatetsky-Shapiro, G. and Frawley, W.J., eds. Knowledge discovery in databases. Menlo Park, Cal.: AAAI Press, 1991.
4. Frawley, W.J. et al. Knowledge discovery in databases: an overview. AI Magazine, Fall 1992, 57-70.
5. giga = one thousand million, tera = a million million.
6. Weiss, S.I. and Kulikowski, C. Computer systems that learn. San Francisco: Morgan Kaufmann, 1991.
7. Van Rijsbergen, C.J. Information retrieval. 2nd edition. London: Butterworths, 1979.
8. Michalski, R.S. et al., eds. Machine learning. Berlin: Springer-Verlag, 1984.
9. Quinlan, J.R. Learning efficient classification procedures. In: Michalski, R.S. et al. eds. Machine learning. Berlin: Springer-Verlag, 1984, pp. 463-482. See also his valuable review article: Induction of decision trees. Machine Learning, 1, 1986, 81-106.
10. Quinlan, J.R. Learning efficient classification procedures. In: Michalski, R.S. et al. eds. Machine learning. Berlin: Springer-Verlag, 1984, pp. 463-482. See also his valuable review article: Induction of decision trees. Machine Learning, 1, 1986, 81-106.
11. Fayyad, L.M. et al. From data mining to knowledge discovery: an overview. In: Fayyad, U.M. et al., eds. Advances in knowledge discovery and data mining. Menlo Park, Cal.: AAAI Press and Cambridge, Mass., London: MIT Press, 1996, pp. 1-34.
12. Knowledgeseeker is a commercial program developed by Angoss Software. A demonstration version can be downloaded from the Internet at URL http://www.angoss.com/ks/ks.htm.
13. Analyser is a commercial program developed by Attar Software. An evaluation version can be downloaded from the Internet at URL http://www.attar.com. The 'help' files in this provide very useful tutorial and explanatory guidance. Attar also produce an expert system shell, Xpertrule, into which the rules and decision trees generated by Analyser can be transferred.
14. Sipina is a shareware program developed by D.A. Zighed. It can be downloaded from the Internet at URL ftp://eric.univ-lyon2.fr/pub/sipina/.
15. IDIS is a commercial program developed by Information Discovery. A demonstration version is available on the Internet at URL http://www. datamining.com/. For some reason, its transfer to my computer is very slow and error-prone, and repeated attempts to download it have not succeeded.
16. Muggleton, S. and Feng, C. Efficient induction of logic programs. In: Proceedings of First Conference on Algorithmic Learning Theory. Tokyo: Ohmsha, 1990.
17. King, R. et al. Drug design by machine learning. Proceedings of the National Academy of Sciences, USA, 89, 1992, 11322-26.
18. Dzeroski, S. Inductive logic programming and knowledge discovery in databases. In: Fayyad, U.M. et al., eds. Advances in knowledge discovery and data mining. Menlo Park, Cal.: AAAI Press and Cambridge, Mass., London: MIT Press, 1996, pp. 117-152.
19. Fayyad, U.M. et al. Automating the analysis and cataloging of sky surveys. In: Fayyad, U.M. et al., eds. Advances in knowledge discovery and data mining. Menlo Park, Cal.: AAAI Press and Cambridge, Mass., London: MIT Press, 1996, pp. 471-493.
20. KDD Nuggets, 96(1), January 1996.
21. Cobweb/3 is a commercial program developed at the University of Georgia. Information about it is available on the Internet at URL http://cognac.cosmic.uga.edu/abstracts/arc-13186.html.
22. Cheesman, P. and Stutz, J. Bayesian classification (AutoClass). In: Fayyad, U.M. et al., eds. Advances in knowledge discovery and data mining. Menlo Park, Cal.: AAAI Press and Cambridge, Mass., London: MIT Press, 1996, pp. 153-180.
23. Schmitz, J. et al. Coverstory - automated news finding in marketing. In: Volinio, L. DSS Transactions. Providence: Institute of Management Sciences, 1990.
24. Anand, T. and Kahn, G. Spotlight - a data explanation system. In: Proceedings of Eighth IEEE Conference on Applied AI. Washington: IEEE Press, 1992.
25. Matheus, C.J. et al. Selecting and reporting what is interesting. In: Fayyad, U.M. et al., eds. Advances in knowledge discovery and data mining. Menlo Park, Cal.: AAAI Press and Cambridge, Mass., London: MIT Press, 1996, pp. 495-515.
26. Chen, H. Relevance feedback and probabilistic models in IR. Journal of the American Society for Information Science, 46, 194-216, 1995.
27. Byte, October 1995, 83-103.
28. Carbonell, J.G., ed. Machine learning, paradigms and methods. Cambridge, Mass.: MIT Press, 1990.
29. Knowledge Discovery Mine. Internet URL http://info.gte.com/ ~kdd/.
30. KDD Nuggets. Subscribe to kdd-request@gte.com.
31. Data Mine. Internet URL http://www.cs.bham.ac.uk/~anp/TheDataMine.html.
32. Machine Learning List. Subscribe to ml-request@ics.uci.edu.
33. Internet URL http://www.cs.wisc.edu/~belew/MLIA.html.