• DocumentCode
    2298641
  • Title

    Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis

  • Author

    Godbole, Shantanu ; Roy, Shourya

  • Author_Institution
    IBM Res., India Res. Lab., Bangalore
  • Volume
    2
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Firstpage
    441
  • Lastpage
    448
  • Abstract
    We present our experiences in building and deploying a text mining solution in services industry settings, specifically in contact centers. We describe the voice of customer (VoC) and customer satisfaction (C-Sat) analysis settings and outline several unique research challenges brought about by this confluence of text mining and industrial services research. We describe our system for integrated text classification, business intelligence and interactive text labeling for C-Sat analysis. We recount invaluable lessons learned as computer science researchers in services research engagements. The system has been deployed in multiple accounts in contact centers and can be extended to any industrial CRM service practice to analyze unstructured text data.
  • Keywords
    competitive intelligence; customer satisfaction; data mining; interactive systems; service industries; text analysis; business intelligence; customer satisfaction; interactive text labeling; services industry; text classification; text mining; voice of customer; Bismuth; Computer industry; Computer science; Customer satisfaction; Data analysis; Intelligent structures; Labeling; Mining industry; Text categorization; Text mining; Contact Center; Customer Satisfaction Analysis; Text Classification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Services Computing, 2008. SCC '08. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    978-0-7695-3283-7
  • Type

    conf

  • DOI
    10.1109/SCC.2008.99
  • Filename
    4578553