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
Link To Document