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Automatic term identification by user profile for document categorization in medline

Petrakis Evripidis, Chliaoutakis Angelos

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URI: http://purl.tuc.gr/dl/dias/9C91E8D2-BAA4-4DC7-B697-1422DDA659B0
Year 2011
Type of Item Conference Paper Abstract
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Bibliographic Citation Angelos Hliaoutakis, Euripides G.M.Petrakis. (2011,Jun.). Automatic Term Identification by User Profile for Document Categorization in Medline. Presented at 15th Intern. Conference Applications of Natural Language to Information Systems (NLDB'2011).[Online]. Available:http://www.intelligence.tuc.gr/~petrakis/publications/HlPe11.pdf
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Conference Publications in Community School of Electrical and Computer Engineering

Summary

We show how term extraction methods such as AMTEX and MMTX can be used for the automatic categorisation of medical documents by user profile (novice users and experts). This is achieved by mapping document terms to external lexical resources such as WordNet, and MeSH (the medical thesaurus of NLM).

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