Automatic Document Categorisation by User Profile in Medline

  title={Automatic Document Categorisation by User Profile in Medline},
  author={Euripides G. M. Petrakis and Angelos Hliaoutakis},
We investigate potential improvements to the problem of term extraction related to document representation and indexing in large document collections such as Medline, the premier bibliographic database of the U.S. National Library of Medicine (NLM). Using term extraction methods such as AMTEX and MMTX, document representations are semantically compact and more efficient, being reduced to a limited number of meaningful multi-word terms (phrases), rather than large vectors of single-words, part… CONTINUE READING