Process mining: a two-step approach to balance between underfitting and overfitting
نویسندگان
چکیده
منابع مشابه
Process Mining: On the Balance Between Underfitting and Overfitting
Process mining techniques attempt to extract non-trivial and useful information from event logs. One aspect of process mining is control-flow discovery, i.e., automatically constructing a process model (e.g., a Petri net) describing the causal dependencies between activities. One of the essential problems in process mining is that one cannot assume to have seen all possible behavior. At best, o...
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More and more information about processes is recorded by information systems in the form of so-called “event logs”. Despite the omnipresence and richness of these event logs, most software vendors have been focusing on relatively simple questions under the assumption that the process is fixed and known, e.g., the calculation of simple performance metrics like utilization and flow time. However,...
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ژورنال
عنوان ژورنال: Software & Systems Modeling
سال: 2008
ISSN: 1619-1366,1619-1374
DOI: 10.1007/s10270-008-0106-z