• DocumentCode
    2111347
  • Title

    An improved vector space model to retrieval systems for content matching in agricultural information

  • Author

    RuPeng Luan ; Qian Zhang ; Junfeng Zhang ; Yu Feng ; TianGang Lu

  • Author_Institution
    Inst. of Agric. Scientech Inf., Beijing Acad. of Agric. & Forestry Sci., Beijing, China
  • fYear
    2013
  • fDate
    23-25 July 2013
  • Firstpage
    476
  • Lastpage
    480
  • Abstract
    Retrieval Systems have been developed in variety of domains, but due to information overload and its varieties in agriculture website, it is difficult to draw out the relevant information. Therefore, retrieval systems play an important role in filtering and customizing the desired information. Through the revision of specialized characteristic word weight and the revision of inquiry characteristic word weight, an improved vector space model (VSM) of retrieval systems in agricultural information field was proposed, which improved information retrieval performance both in precision and recall rates.
  • Keywords
    Web sites; agriculture; information filtering; information retrieval systems; VSM; agricultural information; agriculture Web site; content matching; information customization; information filtering; information overload; information retrieval performance; inquiry characteristic word weight; precision rate; recall rate; retrieval systems; specialized characteristic word weight; vector space model; Agriculture; Computational modeling; Documentation; Feature extraction; Information retrieval; Information services; Vectors; VSM; agricultural information service; question-answer system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/FSKD.2013.6816244
  • Filename
    6816244