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Semantic Enrichment of Workflow Logs

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dc.contributor.advisor Vilas Wuwongse (Chairman) en_US
dc.contributor.author Ravi, Mondi en_US
dc.contributor.other Dailey, Matthew N. (Member) en_US
dc.contributor.other Duboz, Raphael (Member) en_US
dc.contributor.other Gaaloul, Walid (External) en_US
dc.date.accessioned 2015-01-12T10:41:45Z
dc.date.available 2015-01-12T10:41:45Z
dc.date.issued 2012-05 en_US
dc.identifier.other AIT Thesis no.CS-12-04 en_US
dc.identifier.uri http://www.cs.ait.ac.th/xmlui/handle/123456789/410
dc.description.abstract Process (re)design or process evolution forms an important part in Business Process Management (BPM). Almost all management information systems today provide some kind of support for logging the events within the business processes. These event logs form the basis for process mining. Process mining is the analysis of the logs to obtain knowledge about the real world business processes and enhancing them. Hence, process mining plays an important role in process (re)design. Majority of work in this area has been done on discovering the control flow aspect, which shows how activities within a workflow interact with each other. There are other important aspects that can be discovered out of the event logs, but the research on them has been sort of neglected. Organizational perspective is one such area. Study of the organizational aspect deals with obtaining either the structure of the organization by classifying people in terms of roles and organizational units or show relations between individual performers. In my thesis, I analyze the use of semantics in process mining, specially in the organizational perspective and show how this could be beneficial. en_US
dc.language.iso eng en_US
dc.subject Process mining, semantic web, organizational structures, synthetic log generation, ProM6. en_US
dc.subject.lcsh Others en_US
dc.title Semantic Enrichment of Workflow Logs en_US
dc.type Thesis en_US

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