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10.5555/2026011.2026040guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
Article

Automatic term identification by user profile for document categorisation in Medline

Published: 28 June 2011 Publication History

Abstract

We show how term extraction methods such as AMTEXX 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).

References

[1]
Hliaoutakis, A., Zervanou, K., Petrakis, E.: The AMTEX Approach in the Medical Document Indexing and Retrieval Application. Data and Knowledge Engineering 68(3), 380-392 (2009).
[2]
Baeza-Yates, R., Ribeiro-Neto, B.: Modern Information Retrieval. Addison Wesley, Longman (1999).
  1. Automatic term identification by user profile for document categorisation in Medline

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    Information & Contributors

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    Published In

    cover image Guide Proceedings
    NLDB'11: Proceedings of the 16th international conference on Natural language processing and information systems
    June 2011
    349 pages
    ISBN:9783642223266
    • Editors:
    • Rafael Muñoz,
    • Andrés Montoyo,
    • Elisabeth Métais

    Sponsors

    • UA: University of Alicante
    • Generalitat Valenciana, Spain

    Publisher

    Springer-Verlag

    Berlin, Heidelberg

    Publication History

    Published: 28 June 2011

    Author Tags

    1. AMTEx
    2. MMTx
    3. MeSH
    4. document indexing
    5. medline
    6. term extraction

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