• DocumentCode
    2968351
  • Title

    Multi-Term Keywords for Indexing Multilingual Textual Repositories: Developing Language Resources and Algorithms.

  • Author

    Pammzi, A. ; Fabbri, Marco ; Moneglia, Massimo ; Zini, Manuel

  • Author_Institution
    Italian Dept., Universita di Firenze
  • fYear
    2006
  • fDate
    13-15 Dec. 2006
  • Firstpage
    173
  • Lastpage
    180
  • Abstract
    The tool for keyword extraction developed within the AXMEDIS project have been designed for working in a multilingual environment and new algorithms have been developed to generate keywords with higher representativeness for content search and identification. The paper specifies the linguistic criteria followed for building language resources for French, Italian, and German, which are comparable to those available for English and the algorithms used for enhancing keyword performance. The new algorithm extracts keyword collocations from the document and generates multiword keywords. The use of multi-term descriptors is a good means to better identify the content. The precision obtained with respect to mono-term keyword increase the performance of 100% relative factor
  • Keywords
    classification; content management; indexing; information retrieval; natural languages; AXMEDIS project; English language; French language; German language; Italian language; content identification; content search; indexing; keyword extraction; multilingual environment; multilingual textual repositories; multiterm keywords; Algorithm design and analysis; Buildings; Computational linguistics; Databases; Frequency; Indexing; MONOS devices; Natural languages; Performance analysis; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automated Production of Cross Media Content for Multi-Channel Distribution, 2006. AXMEDIS '06. Second International Conference on
  • Conference_Location
    Leeds
  • Print_ISBN
    0-7695-2625-X
  • Type

    conf

  • DOI
    10.1109/AXMEDIS.2006.36
  • Filename
    4041347