Selecting Representative Sample Traces from Large Event Logs
2021 3rd International Conference on Process Mining (ICPM)(2021)
摘要
When event logs are large, the time needed to analyze them using process mining techniques can become prohibitive. In this paper, using sampling, we aim to reduce the size of event logs to p-traces, while minimizing the Earth Movers’ Distance (EMD) from the unsampled original event log. We contribute by formalizing log sampling in a canonical form and show its link with the EMD, a metric increasin...
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关键词
Measurement,Industries,Earth,Benchmark testing,Approximation algorithms
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