• DocumentCode
    258684
  • Title

    A personalized mobile travel recommender system using hybrid algorithm

  • Author

    Renjith, Shini ; Anjali, C.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Mar Baselios Coll. of Eng. & Technol., Trivandrum, India
  • fYear
    2014
  • fDate
    17-18 Dec. 2014
  • Firstpage
    12
  • Lastpage
    17
  • Abstract
    The modern era witnesses the evolution of handheld devices from a simple communication medium to a sophisticated information access platform. Coupling it with intelligent recommendation techniques can transform it to an essential companion for users during their travel, purchases and other routine transactions. A recommender system extracts personalized information relevant to users, thereby limiting the information overload. Our application, Buddy@Move is a hybrid travel recommender which brings together the features of content-based, collaborative and demographic filtering techniques. While travel imprints of the user cater to content-based filtering, resulting in personalized recommendations, the societal transactions provide input for the collaborative portion. The system will make use of the individual demographic information, to suggest what suits the user thereby making it more intelligent and user acceptable.
  • Keywords
    collaborative filtering; human computer interaction; mobile computing; recommender systems; travel industry; Buddy@Move; collaborative filtering technique; content-based filtering technique; demographic filtering technique; hybrid algorithm; hybrid travel recommender; individual demographic information; personalized mobile travel recommender system; personalized recommendations; societal transactions; user travel imprints; Collaboration; Databases; History; Prediction algorithms; Recommender systems; Servers; Collaborative; Content-based; Demographic; Hybrid; Mobile; Recommender; Travel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Systems and Communications (ICCSC), 2014 First International Conference on
  • Conference_Location
    Trivandrum
  • Print_ISBN
    978-1-4799-6012-5
  • Type

    conf

  • DOI
    10.1109/COMPSC.2014.7032612
  • Filename
    7032612