Title :
Analyzing Service Usage Patterns: Methodology and Simulation
Author :
Liang, Qianhui ; Chung, J.-Y.
Author_Institution :
Singapore Manage. Univ., Singapore
Abstract :
This paper proposes that service mining technology will power the construction of new business services via both intra- and inter- enterprise service assembly within the Service Oriented Architecture (SOA) framework. We investigate the methodologies of service mining at the component level of service usage. We also demonstrate how mining of service usage patterns is intended to be used to improve different aspects of service composition. Simulation experiments conducted for mining at the component level are analyzed. The processing details within a general service mining deployment are demonstrated.
Keywords :
business data processing; data mining; software architecture; interenterprise service assembly; intraenterprise service assembly; service mining technology; service oriented architecture framework; service usage patterns; Analytical models; Application software; Artificial intelligence; Global Positioning System; Information analysis; Job design; Pattern analysis; Service oriented architecture; Statistics; Telephony;
Conference_Titel :
e-Business Engineering, 2007. ICEBE 2007. IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-0-7695-3003-1
DOI :
10.1109/ICEBE.2007.112