• DocumentCode
    1911073
  • Title

    Construction of a System for Providing Travel Information along Hiroden Streetcar Lines

  • Author

    Ishino, Aya ; Nanba, Hidetsugu ; Takezawa, Toshiyuki

  • Author_Institution
    Grad. Sch. of Inf. Sci., Hiroshima City Univ., Hiroshima, Japan
  • fYear
    2012
  • fDate
    20-22 Sept. 2012
  • Firstpage
    108
  • Lastpage
    111
  • Abstract
    We propose a method for collecting Hiroshima Electric Railway (Hiroden) blog entries in a blog database. Hiroden blog entries are defined as travel journals that provide regional information at Hiroden streetcar stations. The task of collecting Hiroden blog entries is divided into two steps: (1) collection of blog entries, and (2) identification of Hiroden blog entries. To investigate the effectiveness of our method, we conducted some experiments. From the experimental results, we obtained precision of 82.4%, recall of 64.5%, and F-measure of 72.4% in automatic identification of Hiroden blog entries. Finally, we have constructed a system for providing travel information along Hiroden streetcar lines.
  • Keywords
    railways; travel industry; F measure; Hiroden blog entries; Hiroden streetcar lines; Hiroden streetcar station; Hiroshima electric railway blog entries; automatic identification; blog database; travel information; travel journals; Blogs; Data mining; Databases; Educational institutions; Machine learning; Transportation; blog; information extraction; travel information;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Applied Informatics (IIAIAAI), 2012 IIAI International Conference on
  • Conference_Location
    Fukuoka
  • Print_ISBN
    978-1-4673-2719-0
  • Type

    conf

  • DOI
    10.1109/IIAI-AAI.2012.30
  • Filename
    6337167