On Global Completeness of Event Logs

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On Global Completeness of Event Logs

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by Hedong Yang , Arthur Hm Ter Hofstede , B. F. Van Dongen , Moe T , Jianmin Wang

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399	Workflow Mining: Discovering Process Models from Event Logs - Aalst, Weijters, et al. (Show Context) Citation Context ... the related work to our research in the fields of process mining, statistics, and probability theory. In the area of process mining, the notions of event, event log, and trace have been well defined =-=[5]-=-. A typical definition of an event log covers the name of a task, a process instance and the execution order between tasks (e.g. [25]) because these are the most important aspects for control-flow min...
300	Workflow Mining: A Survey of Issues and Approaches - Aalst, Dongen, et al. (Show Context) Citation Context ...ped may provide valuable insight into operational performance of business processes and may help identify opportunities for their improvement. An overview of various mining algorithms can be found in =-=[4,2,9]-=-. An open source platform, ProM, exists which provides support for many of these algorithms and which has been used in industrial applications [8]. Although many problems in the field of process minin...
203	Workflow Management: Models, Methods, and Systems. - Aalst, Hee - 2002 (Show Context) Citation Context ...rocess model provides an abstraction of a business process capturing its tasks and all possible execution orders of these tasks in a formal manner. A process instance, sometimes referred to as a case =-=[3]-=-, represents the actual execution of a business process. A trace is the result of the successful completion of a process instance and consists of a sequence of events, where each event corresponds to ...
55	Genetic process mining. - Medeiros - 2006 (Show Context) Citation Context ... can freely be obtained from www.processmining.org 20 Hedong Yang et al. Fig. 3. Our Package in the ProM Package Manager Fig. 4. The logs of Table 3 in ProM has been mentioned in several papers (e.g. =-=[5,19,1]-=-), it has not been discussed in detail. The issue of log completeness was first raised by van der Aalst in [4]. The incompleteness of logs is often seen as a kind of noise [2]. Although many process m...
41	Process mining based on regions of languages. In: - Bergenthum, Desel, et al. - 2007 (Show Context) Citation Context ...lassification method that corresponds to these assumptions. Since we selected global completeness for this paper, our results can directly be used for those algorithms that assume global completeness =-=[18,6,10]-=-. For other algorithms, requiring local completeness, different trace classification methods have to be developed for our approach to be applicable. The remainder of this paper is organized as follows...
3	A.J.M.M.: Process mining: a research agenda. - Aalst, Weijters - 2004 (Show Context) Citation Context ...ped may provide valuable insight into operational performance of business processes and may help identify opportunities for their improvement. An overview of various mining algorithms can be found in =-=[4,2,9]-=-. An open source platform, ProM, exists which provides support for many of these algorithms and which has been used in industrial applications [8]. Although many problems in the field of process minin...