The use of lexicons in information retrieval in legal databases

This paper reports on the mid-beta stage of development of the Flexicon system and descrii how a 1exicaUy designed search engine in a domain specific database such as a large database of legal cases, can provide better relevance ranking than best match search engines, and at the same time permit an information need to be formulated using multiple word concepts, phrases and items, which is the one great advantage that an exact match Boolean search engine has to offer over best match engines. In addition the paper sets out in detail the lexical structure of the Flexicon system. The first tests on a legal problem, comparing the Flexicon system with two best match systems, indicate that a lexkally designed search engine and database has the potential for a substantially higher level of precision than best match search engines.

[1]  Andrzej Kowalski Case-based reasoning and the deep structure approach to knowledge representation , 1991, ICAIL '91.

[2]  W. Bruce Croft,et al.  The use of phrases and structured queries in information retrieval , 1991, SIGIR '91.

[3]  Daphne Gelbart,et al.  FLEXICON: an evaluation of a statistical ranking model adapted to intelligent legal text management , 1993, ICAIL '93.

[4]  Geoffrey Sampson,et al.  Review of Computational lexicography for natural language processing by Bran Boguraev and Ted Briscoe. Longman 1989. , 1990 .

[5]  David G. Stork,et al.  Hal's Legacy: 2001's Computer as Dream and Reality , 1996 .

[6]  Terry Winograd,et al.  Thinking Machines: Can There Be? Are We? , 1990, Informatica.

[7]  J. C. Smith,et al.  Beyond boolean search: FLEXICON, a legal tex-based intelligent system , 1991, ICAIL '91.

[8]  Antonio Zampolli,et al.  Computational approaches to the lexicon , 1994 .

[9]  M. T. MacCrimmon Expert systems in case-based law: the Hearsay Rule advisor , 1989, ICAIL '89.

[10]  Yorick Wilks,et al.  Book Reviews: Electric Words: Dictionaries, Computers, and Meanings , 1996, CL.

[11]  David G. Stork Happy Birthday, HAL! , 1997, Computer.

[12]  J. C. Smith,et al.  Developing conceptual frameworks for structuring legal knowledge to build knowledge-based systems , 1994 .

[13]  J. C. Smith,et al.  The Application of Expert Systems Technology to Case-Based Law , 1987, ICAIL.

[14]  Z. A. Melzak Bypasses: A Simple Approach to Complexity , 1983 .