TY - GEN
T1 - Real-time process quality control for business activity monitoring
AU - Kang, Bokyoung
AU - Lee, Seung Kyung
AU - Min, Yeong Bin
AU - Kang, Suk Ho
AU - Cho, Nam Wook
PY - 2009
Y1 - 2009
N2 - This paper proposes a real-time process quality control methodology for Business Activity Monitoring by estimating the risk level (RL) and its confidence intervals (CIs) of an ongoing process. We formulate algorithms to estimate RL and CIs as a continuous measure, based on the partial information of the ongoing process. By using the proposed method, RL and CIs can be estimated in real-time during process execution, so as to effectively control the process quality. Furthermore, it is feasible to generate early warnings based on the status of RL and CIs. We also provided experiments to compare the proposed method with existing approaches, which showed that the proposed method can detect the risks of the ongoing process more precisely and even earlier than existing approaches.
AB - This paper proposes a real-time process quality control methodology for Business Activity Monitoring by estimating the risk level (RL) and its confidence intervals (CIs) of an ongoing process. We formulate algorithms to estimate RL and CIs as a continuous measure, based on the partial information of the ongoing process. By using the proposed method, RL and CIs can be estimated in real-time during process execution, so as to effectively control the process quality. Furthermore, it is feasible to generate early warnings based on the status of RL and CIs. We also provided experiments to compare the proposed method with existing approaches, which showed that the proposed method can detect the risks of the ongoing process more precisely and even earlier than existing approaches.
UR - http://www.scopus.com/inward/record.url?scp=70449669446&partnerID=8YFLogxK
U2 - 10.1109/ICCSA.2009.15
DO - 10.1109/ICCSA.2009.15
M3 - Conference contribution
AN - SCOPUS:70449669446
SN - 9780769537016
T3 - Proceedings of the 2009 International Conference on Computational Science and Its Applications, ICCSA 2009
SP - 237
EP - 242
BT - Proceedings of the 2009 International Conference on Computational Science and Its Applications, ICCSA 2009
T2 - 2009 International Conference on Computational Science and Its Applications, ICCSA 2009
Y2 - 29 June 2009 through 2 July 2009
ER -