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http://dx.doi.org/10.7840/KICS.2011.36B.12.1509

BPAF2.0: Extended Business Process Analytics Format for Mining Process-driven Social Networks  

Jeon, Myung-Hoon (경기대학교 컴퓨터과학과 협업시스템 산학협력연구실)
Ahn, Hyun (경기대학교 컴퓨터과학과 협업시스템 산학협력연구실)
Kim, Kwang-Hoon (경기대학교 컴퓨터과학과 협업시스템 산학협력연구실)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.36, no.12B, 2011 , pp. 1509-1521 More about this Journal
Abstract
WfMC, which is one of the international standardization organizations leading the business process and workflow technologies, has been officially released the BPAF1.0 that is a standard format to record process instances' event logs according as the business process intelligence mining technologies have recently issued in the business process and workflow literature. The business process mining technologies consist of two groups of algorithms and their analysis techniques; one is to rediscover flow-oriented process-intelligence, such as control-flow, data-flow, role-flow, and actor-flow intelligence, from process instances' event logs, and the other has something to do with rediscovering relation-oriented process-intelligence like process-driven social networks and process-driven affiliation networks from the event logs. The current standardized format of BPAF1.0 aims at only supporting the control-flow oriented process-intelligence mining techniques, and so it is unable to properly support the relation-oriented process-intelligence mining techniques. Therefore, this paper tries to extend the BPAF1.0 so as to reasonably support the relation-oriented process-intelligence mining techniques, and the extended BPAF is termed BPAF2.0. Particularly, we have a plan to standardize the extended BPAF2.0 as not only the national standard specifications through the e-Business project group of TTA, but also the international standard specifications of WfMC.
Keywords
Workflow; Business Process Analytics Format; Process-driven Social Network Intelligence; Process-driven Affiliation Network Intelligence; Process Mining;
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1 Harri Oinas-Kukkonen, et al., "Social Networks and Information Systems: Ongoing and Future Research Streams," JOURNAL OF THE ASSOCIATION OF INFORMATION SYSTEMS, Vol.11, Issue 2, pp.61-68, 2010   DOI
2 Mary Griffiths, "Oxygen: Social Intranets, collective intelligence and Government Practices," ELECTRONICS JOURNAL OF E-GOVERNMENT, Vol.5, Issue 2, pp.177-190, 2007
3 Wil M. P. van der Aalst, Hajo A. Reijers, Minseok Song, "Discovering Social Networks from Event Logs," COMPUTER SUPPORTED COOPERATIVE WORK, Vol.14, No.6, pp. 549-593, 2005   DOI   ScienceOn
4 David Knoke, Song Yang, SOCIAL NETWORK ANALYSIS - 2nd Edition, Series: Quantitative Applications in the Social Sciences, SAGE Publications, 2008
5 Jaekang Won, "A Framework: Organizational Network Discovery on Workflows," Ph.D. Dissertation, Department of Computer Science, KYONGGI UNIVERSITY, 2008
6 Kwanghoon Kim, "Actor-oriented Workflow Model," Proceedings of the 2nd international symposium on Cooperative Database Systems for Advanced Applications, WOLLONGONG, AUSTRALIA, March 27-28, 1999
7 J. Wainer, K. Kim, C.A. Ellis, "A Workflow Mining Method Through Model Rewriting," Lecture Notes in Computer Science, Vol.3706, pp.184-191, 2005   DOI   ScienceOn
8 Aubrey J. Rembert, "Automatic Discovery of Workflow Models," Ph.D. Thesis Dissertation, Department of Computer Science, UNIVERSITY OF COLORADO AT BOULDER, 2008
9 Kwang-Hoon Kim, Clarence A. Ellis, "Workflow Reduction for Reachable-path Rediscovery in Workflow Mining," Foundations and Novel Approaches in Data Mining, Vol.9, pp.288-309, Springer, 2006
10 M. Park, K. Kim, "A Workflow Event Logging Mechanism and Its Implications on Quality of Workflows," JOURNAL OF INF. SCIENCE AND ENGINEERING, Vol.26, No.5, pp.1817- 1830, 2010
11 Jihye Song, et al., "A Framework: Workflowbased Social Network Discovery and Analysis," The Proceedings of the 2nd International Workshop on Workflow Management in Service and Cloud Computing (WMSC2010), Hongkong, China, 2010
12 Min-Jae Park, Kwanghoon Kim, "Control-Path Oriented Workflow Intelligence Analyses," JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, Vol.24, No.2, pp.343- 359, 2008
13 Kwang-Hoon Kim, "A Layered Workflow Knowledge Grid/P2P Architecture and Its Models for Future Generation Workflow Systems," Future Generation Computer Systems, Vol.23, pp.304-316, 2007   DOI   ScienceOn
14 Kwanghoon Pio Kim, "A Model-driven Workflow fragmentation Framework for Collaborative Workflow Architectures and Systems," Journal of Network and Computer Applications, Vol.35, To-be Published
15 김광훈, 원재강, 김학성, "비피엠/워크플로우 표준 개발 현황과 차세대 비피엠", TTA Journal, 125, pp.67-74, 2009
16 "Business Process Analytics Format (BPAF)", Workflow Management Coalisation Workflow Standard Document Number WfMC-TC-1015, December 2008
17 Clarence A. Ellis, Gary J. Nutt, "The Modeling and Analysis of Coordination Systems," University of Colorado / Dept. of Computer Science Technical Report, CU-CS-639-93, 1993
18 K. Kim, C.A .Ellis, "$\sigma$-Algorithm: Structured Workflow Process Mining through Amalgamating Temporal Workcases," Lecture Notes in Artificial Intelligence, Vol.4426, pp.119-130, 2007
19 Clarence A. Ellis, et al., "Beyond Workflow Mining," Lecture Notes in Computer Science, Vol.4102, pp.49-64, 2006   DOI   ScienceOn
20 Kwanghoon Kim, "An XML-Based Workflow Event Logging Mechanism for Workflow Mining," Lecture Notes in Computer Science, Vol.3842, pp.132-136, 2006   DOI   ScienceOn