• DocumentCode
    2727040
  • Title

    COBRA - Mining Web for Corporate Brand and Reputation Analysis

  • Author

    Spangler, Scott ; Chen, Ying ; Proctor, Larry ; Lelescu, Ana ; Behal, Amit ; He, Bin ; Griffin, Thomas D. ; Liu, Anna ; Wade, Brad ; Davis, Trevor

  • Author_Institution
    IBM Almaden Res. Center, San Jose
  • fYear
    2007
  • fDate
    2-5 Nov. 2007
  • Firstpage
    11
  • Lastpage
    17
  • Abstract
    Corporations are extremely sensitive to issues such as brand stewardship and product reputation. Traditional brand image and reputation tracking is limited to news wires and contact centres analysis. However, with the emergence of Web, consumer generated media (COM), such as blogs, news forums, message boards, and Web pages/sites, is rapidly becoming the "voice of the people". This paper describes a COBRA (corporate brand and reputation analysis) solution that mines a wide range of COM contents for brand and reputation analysis. The solution contains a flexible ETL (Extract, Transform, and Load) engine that processes diverse sets of structured and unstructured information, a suite of analytical capabilities that mines COM content to extract semantic entities and insights out of the data, and an alerting mechanism that utilizes the analytics results to accurately generate brand and reputation alerts. We use a real-world case study to demonstrate the effectiveness of our approach.
  • Keywords
    Internet; data mining; Web mining; brand image; consumer generated media; contact centres analysis; corporate brand analysis; corporate reputation analysis; extract engine; load engine; reputation tracking; transform engine; unstructured information; Blogs; Data mining; Discussion forums; Helium; Image analysis; Information analysis; Monitoring; User-generated content; Web pages; Wires;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence, IEEE/WIC/ACM International Conference on
  • Conference_Location
    Fremont, CA
  • Print_ISBN
    978-0-7695-3026-0
  • Type

    conf

  • DOI
    10.1109/WI.2007.32
  • Filename
    4427060