{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T23:40:19Z","timestamp":1770507619392,"version":"3.49.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2015,11,1]],"date-time":"2015-11-01T00:00:00Z","timestamp":1446336000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Serv. Comput."],"published-print":{"date-parts":[[2015,11,1]]},"DOI":"10.1109\/tsc.2015.2493732","type":"journal-article","created":{"date-parts":[[2015,10,26]],"date-time":"2015-10-26T21:40:09Z","timestamp":1445895609000},"page":"810-819","source":"Crossref","is-referenced-by-count":78,"title":["Processes Meet Big Data: Connecting Data Science with Process Science"],"prefix":"10.1109","volume":"8","author":[{"given":"Wil van der","family":"Aalst","sequence":"first","affiliation":[]},{"given":"Ernesto","family":"Damiani","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2014.87"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1721654.1721672"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-014-0357-y"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-COMPANION.2009.5071043"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89784-2_8"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.14778\/1978665.1978670"},{"key":"ref37","author":"cavoukian","year":"2014"},{"key":"ref36","first-page":"81","article-title":"A generic import framework for process event logs","author":"gunther","year":"0","journal-title":"Proc Bus Process Manage Workshops"},{"key":"ref35","author":"cavoukian","year":"2012"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1197\/jamia.M3144"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33143-5"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.Congress.2013.17"},{"key":"ref11","author":"hammer","year":"1993","journal-title":"Reengineering the Corporation"},{"key":"ref12","author":"pyzdek","year":"2003","journal-title":"The Six Sigma Handbook A Complete Guide for Green Belts Black Belts and Managers at All Levels"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2004.07.003"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1126\/science.1200970","article-title":"The world’s technological capacity to store, communicate, and compute information","volume":"332","author":"hilbert","year":"2011","journal-title":"Science"},{"key":"ref15","author":"howard","year":"2012"},{"key":"ref16","year":"2013"},{"key":"ref17","author":"naur","year":"1974","journal-title":"Concise Survey of Computer Methods"},{"key":"ref18","author":"hand","year":"2001","journal-title":"Principles of Data Mining"},{"key":"ref19","first-page":"79","author":"wijk","year":"0","journal-title":"Proc IEEE Vis"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2014.2367525"},{"key":"ref4","first-page":"1","author":"aalst","year":"0","journal-title":"Proc IEEE Int Enterprise Distrib Object Comput Conf"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.47"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-19345-3","author":"aalst","year":"2011","journal-title":"Process Mining Discovery Conformance and Enhancement of Business Processes"},{"key":"ref6","year":"2014","journal-title":"Industrie 4 0 Innovationen für die Produktion von morgen"},{"key":"ref29","first-page":"80","article-title":"Handling big(ger) logs: Connecting ProM 6 to apache hadoop","author":"hernandez","year":"0","journal-title":"Proc BPM2015 Demo Session"},{"key":"ref5","author":"taylor","year":"1919","journal-title":"The Principles of Scientific Management"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/507984"},{"key":"ref7","author":"moder","year":"1978","journal-title":"Handbook of Operations Research Foundations and Fundamentals"},{"key":"ref2","author":"manyika","year":"2011","journal-title":"Big Data The Next Frontier for Innovation Competition and Productivity"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7301.001.0001","author":"aalst","year":"2002","journal-title":"Workflow Management Models Methods and Systems"},{"key":"ref1","first-page":"13","article-title":"Data scientist: The engineer of the future","volume":"7","author":"aalst","year":"0","journal-title":"Proc I-ESA Conf"},{"key":"ref20","author":"keim","year":"2010","journal-title":"Mastering the Information Age Solving Problems with Visual Analytics"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-19237-6_6"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401959"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2663165.2666089"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CISIS.2013.87"},{"key":"ref41","first-page":"8","article-title":"Configurable services in the cloud: Supporting variability while enabling Cross-organizational process mining","author":"aalst","year":"0","journal-title":"Proc Confederated Int Conf On Move Meaningful Internet Syst"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1045"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"ref25","author":"pfeiffer","year":"2015"}],"container-title":["IEEE Transactions on Services Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4629386\/7348817\/07302592.pdf?arnumber=7302592","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T04:34:36Z","timestamp":1748666076000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7302592\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11,1]]},"references-count":42,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tsc.2015.2493732","relation":{},"ISSN":["1939-1374"],"issn-type":[{"value":"1939-1374","type":"print"}],"subject":[],"published":{"date-parts":[[2015,11,1]]}}}