• DocumentCode
    2352576
  • Title

    Analytical Pathway Methodology: Simplifying Business Intelligence Consulting

  • Author

    Proctor, Larry ; Kieliszewski, Cheryl A. ; Hochstein, Axel ; Spangler, Scott

  • Author_Institution
    IBM Res. - Almaden, San Jose, CA, USA
  • fYear
    2011
  • fDate
    March 29 2011-April 2 2011
  • Firstpage
    495
  • Lastpage
    500
  • Abstract
    The implementation and use of advanced analytics to identify patterns and discover the non-obvious from structured and unstructured data sources to improve business performance or establish a competitive advantage is becoming more commonplace in enterprises. Delivering complex advanced analytical systems to mine unstructured data sources requires a complex decision-making process by the business analytics user to perform an analysis. In general, analytics is a process that often times requires continual iteration of the content sources(s) to locate, examine and interpret information to address an issue or hypothesis. This problem led us to explore a method to communicate, and eventually automate, an analytical pathway to be implemented with an analytical services system. In this paper we describe some of the challenges in the use of complex advanced analytics for business intelligence, an initial breakdown of the process and an approach to bringing repeatability to the analysis process.
  • Keywords
    competitive intelligence; data mining; decision making; analytical pathway methodology; business intelligence consulting; business performance; complex decision making process; enterprises; unstructured data source mining; Analytical models; Barium; Companies; Context; Data mining; Decision support systems; analytic operations; data mining; decision-making; text analytics; unstrucutred data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SRII Global Conference (SRII), 2011 Annual
  • Conference_Location
    San Jose, CA
  • Print_ISBN
    978-1-61284-415-2
  • Electronic_ISBN
    978-0-7695-4371-0
  • Type

    conf

  • DOI
    10.1109/SRII.2011.57
  • Filename
    5958125