TY - GEN
T1 - Identifying critical dependencies using general Bayesian network
T2 - 7th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, SNPD 2006, including Second ACIS International Workshop on Self-Assembling Wireless Networks, SAWN 2006
AU - Sung, Woo Shin
AU - Inwon, Kang
PY - 2006
Y1 - 2006
N2 - This paper proposes the general Bayesian network as a tool for identifying critical dependencies among complex human beliefs, especially for the case of airline service industry. When we consider an overall efficacy of the flight operation, to understand underlying beliefs between pilots and controllers is critical. However, even for the experts in organizational behavior, it is difficult to identify dependencies among such the beliefs. To tackle this ambiguous issue, we suggest the use of the general Bayesian network to automatically generate interesting hypotheses. The experimental results reveal the possibility of selective attention to the critical dependencies for achieving enhanced efficacy.
AB - This paper proposes the general Bayesian network as a tool for identifying critical dependencies among complex human beliefs, especially for the case of airline service industry. When we consider an overall efficacy of the flight operation, to understand underlying beliefs between pilots and controllers is critical. However, even for the experts in organizational behavior, it is difficult to identify dependencies among such the beliefs. To tackle this ambiguous issue, we suggest the use of the general Bayesian network to automatically generate interesting hypotheses. The experimental results reveal the possibility of selective attention to the critical dependencies for achieving enhanced efficacy.
UR - http://www.scopus.com/inward/record.url?scp=33845569112&partnerID=8YFLogxK
U2 - 10.1109/SNPD-SAWN.2006.43
DO - 10.1109/SNPD-SAWN.2006.43
M3 - Conference contribution
AN - SCOPUS:33845569112
SN - 076952611X
SN - 9780769526119
T3 - Proc. - Seventh ACIS Int. Conf. on Software Eng., Artific. Intelligence, Netw., and Parallel/Distributed Comput., SNPD 2006, including Second ACIS Int. Worshop on SAWN 2006
SP - 103
EP - 108
BT - Proceedings - Seventh ACIS International Conference on Software Eng., Artific. Intelligence, Networking, and Parallel/Distributed Computing, SNPD 2006, including Second ACIS Int. Workshop on SAWN 2006
Y2 - 19 June 2006 through 20 June 2006
ER -