BUSINESS PROCESS CONTEXT ANALYSIS BASED ON "EVENT LOG"
Abstract
Nowadays, information systems in organizations logged many kinds of event logs. These logs can be analyzed with process mining. The goal of process mining is to extract information from event logs and use it as an insights into the business process of the organizations. Unfortunately, most process mining techniques only consider process instance in isolatkategorialnfluence the analysis of the organizations. In this paper, we developed an approach to get insights in to context-related information based on event logs, such that useful insights can be easily obtained. Our approach has been evaluated through two case studies. The evaluation outcome confirms that most of the context-related information from event logs can be analyzed.
Keywords : Big Data, Business Process, Process MiningReferences
Aalst, W.M.P. van, dan Dustdar, S. (2012). Process mining put into context. IEEE Internet Computing, 16(1):82-86.
Westergaard, M. and Wynn, M. T. (2012). Process mining manifesto. In BPM 2011 Workshops, Part I, volume 99, pages 169
Dey, A.K. (2001). Understanding and using context. Personal and Ubiquitous Computing(5:4-7)
Eren, C. (2012). Providing running case predictions based on contextual information. Master thesis. Eindhoven University of Technology.
Hao, M.C., Dayal, U., and Casati(2004), F.. Visual mining business service using pixel bar charts. In Erbacher,B.F., Chen, P.C., Roberts, J.C., Grohn, M.T., and Borner, K., Visualization and Data Analysis, volume 5295 of SPIE Conference, pages 117{123, June 2004
Hermawan, A.A. (2013) Context Analysis of Business Processes Based on Event logs. Master Thesis Eindhoven University of Technology.
Ploesser,K., , Peleg, M., Soer, P., Rosemann, M., and Recker, J.C., Learning from context to improve business processes. BPTrends, 6(1):1{7, January 2009.
Rosemann, M, Recker, J.C., and Flender, C. (2008). Contextualisation of business processes.
International Journal of Business Process Integration and Management, 3(1):47{60, July 2008.
Rosemann, M, Recker, J.C., and Flender, C., and Ansell P.D. (2006) Understanding context-awareness in business process design. In Su Spencer and Adam Jenkins, editors, 17th Australasian Conference on Information Systems,Adelaide, Australia.
Australasian Association for Information Systems. Schilit , B. dan Theimer, M. (1994) Disseminating active map information to mobile hosts. IEEE Network, 8:22
Schmidt , A. (2010). Implicit human computer interaction through context. Technical report, Personal Technologies.