Challenges and Use Cases of Process Discovery in Process Mining
نویسندگان
چکیده
منابع مشابه
Business Process Visualization - Use Cases, Challenges, Solutions
The proper visualization and monitoring of their (ongoing) business processes is crucial for any enterprise. Thus a broad spectrum of processes has to be visualized ranging from simple, short–running processes to complex long–running ones (consisting of up to hundreds of activities). In any case, users shall be able to quickly understand the logic behind a process and to get a quick overview of...
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Process mining enables multiple types of process analysis based on event data. In many scenarios, there are interesting subsets of cases that have deviations or that are delayed. Identifying such subsets and comparing process mining results is a key step in any process mining project. We aim to find the statistically most interesting patterns of a subset of cases. These subsets can be created b...
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Process mining is an emerging topic in the BPM marketplace. Recently, several (commercial) software solutions have become available. Due to the lack of an evaluation framework, it is very difficult for potential users to assess the strengths and weaknesses of these process mining tools. As the first step towards such an evaluation framework, we developed a set of process mining use cases and va...
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Information systems are becoming more and more intertwined with the operational processes in most organizations. As a result, a multitude of events are recorded by today’s information systems. The goal of process mining is to use these event data to extract processrelated information, e.g., to automatically discover a process model by observing events recorded by some enterprise system. This in...
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Within organizations there has been a shift from data orientation to process orientation. By process we mean the way an organization arranges there work and recourses, for instance the order in which tasks are performed and which group of people are allowed to perform specific tasks. Sometimes, organizations have very explicit process descriptions of the way the work is organized and this descr...
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ژورنال
عنوان ژورنال: International Journal of Advanced Trends in Computer Science and Engineering
سال: 2020
ISSN: 2278-3091
DOI: 10.30534/ijatcse/2020/141942020