Evaluation of a "Lexically Assign, Logically Refine" Strategy for Semi-automated Integration of Overlapping Terminologies
Author(s) -
Robert H. Dolin,
Stanley M. Huff,
R.A. Rocha,
Kent A. Spackman,
Keith E. Campbell
Publication year - 1998
Publication title -
journal of the american medical informatics association
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.614
H-Index - 150
eISSN - 1527-974X
pISSN - 1067-5027
DOI - 10.1136/jamia.1998.0050203
Subject(s) - computer science , merge (version control) , natural language processing , artificial intelligence , term (time) , domain (mathematical analysis) , information retrieval , mathematics , quantum mechanics , mathematical analysis , physics
To evaluate a "lexically assign, logically refine" (LALR) strategy for merging overlapping healthcare terminologies. This strategy combines description logic classification with lexical techniques that propose initial term definitions. The lexically suggested initial definitions are manually refined by domain experts to yield description logic definitions for each term in the overlapping terminologies of interest. Logic-based techniques are then used to merge defined terms.
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