We present a Bayesian belief network approach using social capital theory as a means for addressing issues that are critical to intercultural collaboration learning in virtual communities. Our work has two contributions; first, we present a computational approach that can be used for understanding social capital and intercultural factors critical to the design of virtual communities. Second, using evidence-based scenarios, we show how the Bayesian model can be tuned over time as knowledge about the system grows.
%0 Book Section
%1 citeulike:1825229
%A Daniel, Ben
%A Mccalla, Gordon
%A Schwier, Richard
%D 2007
%J Intercultural Collaboration
%K bayesian, collaboration, intercultural, social\_capital
%P 291--305
%R 10.1007/978-3-540-74000-1\_22
%T Bayesian Belief Network Approach for Analysis of Intercultural Collaboration in Virtual Communities Using Social Capital Theory
%U http://dx.doi.org/10.1007/978-3-540-74000-1\_22
%X We present a Bayesian belief network approach using social capital theory as a means for addressing issues that are critical to intercultural collaboration learning in virtual communities. Our work has two contributions; first, we present a computational approach that can be used for understanding social capital and intercultural factors critical to the design of virtual communities. Second, using evidence-based scenarios, we show how the Bayesian model can be tuned over time as knowledge about the system grows.
@incollection{citeulike:1825229,
abstract = {We present a Bayesian belief network approach using social capital theory as a means for addressing issues that are critical to intercultural collaboration learning in virtual communities. Our work has two contributions; first, we present a computational approach that can be used for understanding social capital and intercultural factors critical to the design of virtual communities. Second, using evidence-based scenarios, we show how the Bayesian model can be tuned over time as knowledge about the system grows.},
added-at = {2009-12-11T23:34:46.000+0100},
author = {Daniel, Ben and Mccalla, Gordon and Schwier, Richard},
biburl = {https://www.bibsonomy.org/bibtex/2f819912703ec42af82ca5794d0fbe985/djsaab},
citeulike-article-id = {1825229},
citeulike-linkout-0 = {http://dx.doi.org/10.1007/978-3-540-74000-1\_22},
description = {djsaab's CiteULike library 20091211},
doi = {10.1007/978-3-540-74000-1\_22},
interhash = {6d94ec71381990ab74161ca95b9fe6c9},
intrahash = {f819912703ec42af82ca5794d0fbe985},
journal = {Intercultural Collaboration},
keywords = {bayesian, collaboration, intercultural, social\_capital},
pages = {291--305},
posted-at = {2007-10-26 15:13:36},
priority = {4},
timestamp = {2009-12-11T23:35:08.000+0100},
title = {Bayesian Belief Network Approach for Analysis of Intercultural Collaboration in Virtual Communities Using Social Capital Theory},
url = {http://dx.doi.org/10.1007/978-3-540-74000-1\_22},
year = 2007
}