• DocumentCode
    264296
  • Title

    Dissecting the Process of Knowledge Filtering in Electronic Networks of Practice

  • Author

    Fadel, Kelly J. ; Meservy, Thomas O. ; Jensen, Matthew L.

  • Author_Institution
    MIS, Utah State Univ., Logan, UT, USA
  • fYear
    2014
  • fDate
    6-9 Jan. 2014
  • Firstpage
    376
  • Lastpage
    385
  • Abstract
    Electronic networks of practice (ENPs) have become an important mechanism for knowledge exchange among loosely connected individuals who share common knowledge interests. While prior research has explored factors that influence knowledge contribution in such networks, less is understood about knowledge evaluation. This study examines the process of knowledge filtering in online ENP forums. Drawing from dual process and information search theories, we hypothesize that performance on a knowledge filtering task will be influenced by the constancy and directionality of search patterns employed by knowledge seekers. Hypotheses are tested in an experiment that utilized an eye tracker to record gaze data from professional software developers using an experimental ENP forum. Results provide general support for the hypotheses, showing that higher filtering accuracy is associated with constant evaluation of solution content and intra-attribute (cross-solution) attentional switching. Implications for research and practice are discussed.
  • Keywords
    information filtering; ENP; dual process; electronic networks of practice; experimental ENP forum; eye tracker; information search theories; knowledge evaluation; knowledge exchange; knowledge filtering task; professional software developers; Accuracy; Context; Decision making; Filtering theory; Knowledge engineering; Switches; decision theory; dual process; electronic networks of practice; filtering; knowledge;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Sciences (HICSS), 2014 47th Hawaii International Conference on
  • Conference_Location
    Waikoloa, HI
  • Type

    conf

  • DOI
    10.1109/HICSS.2014.55
  • Filename
    6758651