• DocumentCode
    2408696
  • Title

    SERPWatcher: A Sophisticated Mining Tool Utilizing Search Engine Results Pages (SERPs) for Social Change Discovery

  • Author

    Masunaga, Yoshifumi ; Ito, Kazunari ; Miyama, Yoichi ; Oyama, Naoko ; Watanabe, Chiemi ; Tachi, Kaoru

  • Author_Institution
    Sch. of Social Inf., Aoyama Gakuin Univ., Sagamihara, Japan
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Firstpage
    465
  • Lastpage
    472
  • Abstract
    As various individuals and organizations disseminate information on their Web pages, real-world social events and changes are considered to be reflected in Web trends. The billions of Web pages that now exist are retrieved by Web search engines which accept keywords and return a search engine results page (SERP). Since the SERP itself and the ranking order change with time reflecting the changes in society, it might be possible to accurately follow the movement of society by mining SERPs. This paper reports the design and implementation of a SERP mining tool named SERPWatcher. It provides sophisticated interfaces and functions for SERP miners in the field of social sciences to discover social changes. It could be a novel social survey method in that it totally differs from the traditional methods such as questionnaires and interviews. A research prototype of SERPWatcher is currently under operation, and its validation test shows that it has a fail-safe nature in the sense that social changes are mirrored on the changes of the SERP ranking order. Also, the testers conducting gender studies have been expressing positive opinions on the use of SERPWatcher as a novel research methodology in the field of sociology.
  • Keywords
    Internet; data mining; information dissemination; information retrieval; search engines; social aspects of automation; SERP mining tool; SERPWatcher; Web pages; Web search engines; search engine results pages; social change discovery; social survey method; Color; Databases; Engines; Google; Robots; Search engines; Web pages; SERP mining; SERPWatcher; Web; Web mining; search engine results page (SERP); social change discovery; social survey method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Social Computing (SocialCom), 2010 IEEE Second International Conference on
  • Conference_Location
    Minneapolis, MN
  • Print_ISBN
    978-1-4244-8439-3
  • Electronic_ISBN
    978-0-7695-4211-9
  • Type

    conf

  • DOI
    10.1109/SocialCom.2010.74
  • Filename
    5591298