In this paper we describe a set of data quality issues, distilled from our experiences in conducting process mining analyses, commonly found in process mining ...
Semantic Scholar extracted view of "Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs" by S. Suriadi ...
Pre-processing (cleaning) event logs to address quality issues prior to conducting a process mining analysis is a necessary, but generally tedious and ad hoc ...
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We postulate that a systematic approach to using such a pattern repository to identify and repair event log quality issues benefits both the process of ...
Suriadi et al. [26] propose a method to assess event log quality by describing a collection of eleven log imperfection patterns derived from their experiences ...
Mar 1, 2017 · Dive into the research topics of 'Event log imperfection patterns for process mining: towards a systematic approach to cleaning event logs'.
Suriadi, et al., Event log imperfection patterns for process mining towards a systematic approach to cleaning event logs, Information Systems (2016), http ...
Mar 1, 2017 · We postulate that a systematic approach to using such a pattern repository to identify and repair event log quality issues benefits both the ...
Jul 26, 2016 · We postulate that a systematic approach to using such a pattern repository to identify and repair event log quality issues benefits both the ...
Keywords: event log, process mining, data cleaning, imperfection patterns. ... imperfection patterns for process mining: Towards a systematic approach to cleaning.
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