• DocumentCode
    1407806
  • Title

    Knowledge maps for knowledge mining: application to R&D/technology management

  • Author

    Rouse, William B. ; Thomas, Beverly Sutley ; Boff, Kenneth R.

  • Author_Institution
    Enterprise Support Syst., Norcross, GA, USA
  • Volume
    28
  • Issue
    3
  • fYear
    1998
  • fDate
    8/1/1998 12:00:00 AM
  • Firstpage
    309
  • Lastpage
    317
  • Abstract
    Most of the world´s archive of knowledge sources remains untouched by those who could greatly benefit from accessing and utilizing this information. The fundamental barriers to access and utilization by these users involve the content and format of this information. These users are not particularly interested in data compilations, research methods, and discussions of related literature. Instead, they are interested in the knowledge available from these sources in terms of concepts and principles that can enhance their planning, decision making, and allocation of resources. The article focuses on meeting these needs via a six step knowledge mining methodology that relies upon user oriented knowledge maps. This concept is illustrated in the context of R&D/technology management
  • Keywords
    deductive databases; human factors; knowledge acquisition; research and development management; user interfaces; R&D/technology management; data compilations; decision making; knowledge mining; knowledge sources; research methods; resource allocation; six step knowledge mining methodology; user oriented knowledge maps; Data mining; Decision making; Helium; Knowledge management; Laboratories; Management information systems; Research and development; Research and development management; Resource management; Technology management;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1094-6977
  • Type

    jour

  • DOI
    10.1109/5326.704556
  • Filename
    704556