Title | ||
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Heterogeneous knowledge distribution in MMO player behavior: Using domain knowledge to distinguish membership in a community of practice. |
Abstract | ||
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Current examinations of expertise in the Massively Multiplayer Online (MMO) domain focus primarily on player performance; explorations of player knowledge, however, have the opportunity to meaningfully supplement these studies. Including player knowledge in MMO studies provides the framework needed for a detailed examination of the role of experience and community membership in defining engaged MMO players within a larger population of potential players. Using the Community of Practice framework, we developed a measure of participant's knowledge of MMO specific language to identify individuals who actively engage with other players, a constantly shifting subpopulation who are meaningfully different than those who are not actively participating. We used membership in a community of practice, as determined by our knowledge assessment, to examine the effectiveness of broader demographic questions and more MMO specific demographic questions in creating a predictive model of membership. Our findings indicate that demographics specific to MMO players are more predictive of membership than those used for a general population. Consequently, we recommend that future studies use knowledge-based measures to identify a subpopulation of engaged MMO players within a larger population, allowing researchers to describe their effects with greater precision. |
Year | DOI | Venue |
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2016 | 10.1016/j.chb.2015.09.032 | Computers in Human Behavior |
Keywords | DocType | Volume |
MMO,Community of practice,Expertise,Social learning | Journal | 55 |
ISSN | Citations | PageRank |
0747-5632 | 0 | 0.34 |
References | Authors | |
39 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Shan Lakhmani | 1 | 2 | 0.76 |
Paul Oppold | 2 | 0 | 0.34 |
Michael A. Rupp | 3 | 34 | 3.36 |
James L. Szalma | 4 | 82 | 12.27 |
Peter A. Hancock | 5 | 238 | 21.89 |