{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T00:05:32Z","timestamp":1774915532751,"version":"3.50.1"},"reference-count":26,"publisher":"World Scientific Pub Co Pte Lt","issue":"02","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Coop. Info. Syst."],"published-print":{"date-parts":[[2017,6]]},"abstract":"<jats:p> Process discovery algorithms aim to capture process models from event logs. These algorithms have been designed for logs in which the events that belong to the same case are related to each other \u2014 and to that case \u2014 by means of a unique case identifier. However, in service-oriented systems, these case identifiers are rarely stored beyond request-response pairs, which makes it hard to relate events that belong to the same case. This is known as the correlation challenge. This paper addresses the correlation challenge by introducing a technique, called the correlation miner, that facilitates discovery of business process models when events are not associated with a case identifier. It extends previous work on the correlation miner, by not only enabling the discovery of the process model, but also detecting which events belong to the same case. Experiments performed on both synthetic and real-world event logs show the applicability of the correlation miner. The resulting technique enables us to observe a service-oriented system and determine \u2014 with high accuracy \u2014 which request-response pairs sent by different communicating parties are related to each other. <\/jats:p>","DOI":"10.1142\/s0218843017420023","type":"journal-article","created":{"date-parts":[[2017,5,18]],"date-time":"2017-05-18T07:04:07Z","timestamp":1495091047000},"page":"1742002","source":"Crossref","is-referenced-by-count":34,"title":["Correlation Miner: Mining Business Process Models and Event Correlations Without Case Identifiers"],"prefix":"10.1142","volume":"26","author":[{"given":"Shaya","family":"Pourmirza","sequence":"first","affiliation":[{"name":"School of Industrial Engineering, Eindhoven University of Technology, Den Dolech 2, P. O. Box 513, 5600MB, Eindhoven, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Remco","family":"Dijkman","sequence":"additional","affiliation":[{"name":"School of Industrial Engineering, Eindhoven University of Technology, Den Dolech 2, P. O. Box 513, 5600MB, Eindhoven, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul","family":"Grefen","sequence":"additional","affiliation":[{"name":"School of Industrial Engineering, Eindhoven University of Technology, Den Dolech 2, P. O. 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