• DocumentCode
    1688896
  • Title

    Reinforcement learning for information seeking

  • Author

    Craw, Susan

  • Author_Institution
    Sch. of Comput. & Math. Sci., Robert Gordon´´s Inst. of Technol., Aberdeen, UK
  • fYear
    1999
  • fDate
    6/21/1905 12:00:00 AM
  • Firstpage
    42583
  • Lastpage
    42586
  • Abstract
    Reinforcement learning may be used to provide a similar record of usage for digital media as “wear and tear” on books and so underpin heuristics that guide Web search. The domain-specific Cora search engine applies reinforcement learning to focus its spidering efforts. Reinforcement learning from past browsing habits extracted from Web logs may also help guide current visitors towards potentially interesting pages in a Web site
  • Keywords
    information resources; information retrieval; learning (artificial intelligence); search engines; Web logs; Web search; Web site; current visitors; digital media; domain-specific Cora search engine; heuristics; information seeking; interesting pages; past browsing habits; reinforcement learning; spidering efforts;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Microengineering in Optics and Optoelectronics (Ref. No. 1999/187), IEE Colloquium on
  • Conference_Location
    Glasgow
  • Type

    conf

  • DOI
    10.1049/ic:19990888
  • Filename
    827121