• DocumentCode
    2739154
  • Title

    Towards Privacy Preserving Information Retrieval through Semantic Microaggregation

  • Author

    Abril, Daniel ; Navarro-Arribas, Guillermo ; Torra, Vicenç

  • Volume
    3
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 3 2010
  • Firstpage
    296
  • Lastpage
    299
  • Abstract
    In this paper we introduce the problem of providing privacy preserving information for Web indexing, classification, and other information retrieval task. Web pages are represented by a frequency term vector that preserves k-anonymity for all the Web pages. This vector can then be used, for example, to build indexes of classifiers. Our proposal makes use of semantic micro aggregation.
  • Keywords
    Internet; data privacy; information retrieval; pattern classification; vectors; Web indexing task; classification task; frequency term vector; k-anonymity preservation; privacy preserving information retrieval; semantic microaggregation; Concrete; Indexes; Privacy; Semantics; Taxonomy; Web pages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-8482-9
  • Electronic_ISBN
    978-0-7695-4191-4
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2010.132
  • Filename
    5614556
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2739154