• DocumentCode
    2986616
  • Title

    Personalized Map Service User Interest Acquisition Based on Browse Behavior

  • Author

    Wu Zenghong ; Chen Yufen ; Zhang Jun

  • Author_Institution
    Mil. Transp. Univ., Tianjin, China
  • fYear
    2012
  • fDate
    7-9 Dec. 2012
  • Firstpage
    916
  • Lastpage
    919
  • Abstract
    Browse behavior indicates users´ real intention and interest, behavior analysis is an effective way to acquire knowledge of templates and adaptive rules for personalized map service. In this paper, an experiment for single user was introduced, which was carried out in a personalized map service prototype system. Then, an algorithm for user interest mining based on browse behavior was presented, according to which user´s browse behavior log in database was analyzed, the interest vector and the corresponding interestingness were obtained, which were important knowledge for personalized navigation and recommendation in web map service.
  • Keywords
    behavioural sciences computing; cartography; data mining; recommender systems; Web map service; browse behavior log; interest vector; personalized map service user interest acquisition; user interest mining; Algorithm design and analysis; Data mining; Educational institutions; Geographic information systems; Navigation; Ontologies; Vectors; browse behavior; domain ontology; interest mining algorithm; personalized map service; user experiment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Engineering and Communication Technology (ICCECT), 2012 International Conference on
  • Conference_Location
    Liaoning
  • Print_ISBN
    978-1-4673-4499-9
  • Type

    conf

  • DOI
    10.1109/ICCECT.2012.225
  • Filename
    6413966