{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T05:56:36Z","timestamp":1777528596416,"version":"3.51.4"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2014,7,17]],"date-time":"2014-07-17T00:00:00Z","timestamp":1405555200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Intell Inf Syst"],"published-print":{"date-parts":[[2014,10]]},"DOI":"10.1007\/s10844-014-0327-2","type":"journal-article","created":{"date-parts":[[2014,7,16]],"date-time":"2014-07-16T05:54:32Z","timestamp":1405490072000},"page":"379-407","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Improving process models by mining mappings of low-level events to high-level activities"],"prefix":"10.1007","volume":"43","author":[{"given":"Diogo R.","family":"Ferreira","sequence":"first","affiliation":[]},{"given":"Fernando","family":"Szimanski","sequence":"additional","affiliation":[]},{"given":"C\u00e9lia G.","family":"Ralha","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,7,17]]},"reference":[{"key":"327_CR2","doi-asserted-by":"crossref","unstructured":"de Leoni, M., & van der Aalst, W.M.P. (2013a). Aligning event logs and process models for multi-perspective conformance checking: an approach based on integer linear programming. In Business process management of LNCS (Vol. 8094, pp. 113\u2013129). Springer.","DOI":"10.1007\/978-3-642-40176-3_10"},{"key":"327_CR3","doi-asserted-by":"crossref","unstructured":"de Leoni, M., & van der Aalst, W.M.P. (2013b). Data-aware process mining: discovering decisions in processes using alignments. In Proceedings of the 28th annual ACM symposium on applied computing (pp. 1454\u20131461). ACM.","DOI":"10.1145\/2480362.2480633"},{"key":"327_CR4","doi-asserted-by":"crossref","unstructured":"de Leoni, M., Maria Maggi, F., Van der Aalst, W.M.P. (2012a). Aligning event logs and declarative process models for conformance checking. In Business process management of LNCS (Vol. 7481, pp. 82\u201397). Springer.","DOI":"10.1007\/978-3-642-32885-5_6"},{"key":"327_CR5","doi-asserted-by":"crossref","unstructured":"de Leoni, M., Van der Aalst, W.M.P., Van Dongen, B.F. (2012b). Data- and resource-aware conformance checking of business processes. In Business information systems of LNBIP (Vol. 117, pp. 48\u201359). Springer.","DOI":"10.1007\/978-3-642-30359-3_5"},{"key":"327_CR6","unstructured":"de Medeiros, A.K.A., & Weijters, A.J.M.M. (2005). Genetic process mining. In Applications and theory of petri nets 2005 of LNCS (Vol. 3536, pp. 48\u201369). Springer."},{"issue":"2","key":"327_CR7","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1007\/s10618-006-0061-7","volume":"14","author":"AKA de Medeiros","year":"2007","unstructured":"de Medeiros, A.K.A., Weijters, A.J.M.M., van der Aalst, W.M.P. (2007). Genetic process mining: an experimental evaluation. Data Mining and Knowledge Discovery, 14(2), 245\u2013304.","journal-title":"Data Mining and Knowledge Discovery"},{"key":"327_CR8","doi-asserted-by":"crossref","unstructured":"Ferreira, D.R., Szimanski, F., Ralha, C.G. (2013a). A hierarchical Markov model to understand the behaviour of agents in business processes. In Business process management workshops of LNBIP (Vol. 132, pp. 150\u2013161). Springer.","DOI":"10.1007\/978-3-642-36285-9_16"},{"issue":"2","key":"327_CR9","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1504\/IJBPIM.2013.054678","volume":"6","author":"DR Ferreira","year":"2013b","unstructured":"Ferreira, D.R., Szimanski, F., Ralha, C.G. (2013b). Mining the low-level behavior of agents in high-level business processes. International Journal of Business Process Integration and Management, 6(2), 146\u2013166.","journal-title":"International Journal of Business Process Integration and Management"},{"key":"327_CR10","doi-asserted-by":"crossref","unstructured":"Greco, G., Guzzo, A., Pontieri, L. (2005). Mining hierarchies of models: from abstract views to concrete specifications. In 3rd international conference on business process management of LNCS (Vol. 3649, pp. 32\u201347). Springer.","DOI":"10.1007\/11538394_3"},{"key":"327_CR11","doi-asserted-by":"crossref","unstructured":"G\u00fcnther, C.W., Rozinat, A., van der Aalst, W.M.P. (2010). Activity mining by global trace segmentation. In BPM 2009 international workshops of LNBIP (Vol. 43, pp. 128\u2013139). Springer.","DOI":"10.1007\/978-3-642-12186-9_13"},{"key":"327_CR12","doi-asserted-by":"crossref","unstructured":"G\u00fcnther, C.W., & Van der Aalst, W.M.P. (2007). Fuzzy mining \u2013 adaptive process simplification based on multi-perspective metrics. In 5th international conference on business process management of LNCS (Vol. 4714, pp. 328\u2013343). Springer.","DOI":"10.1007\/978-3-540-75183-0_24"},{"key":"327_CR13","doi-asserted-by":"crossref","unstructured":"Hornung, T., Koschmider, A., Lausen, G. (2008). Recommendation based process modeling support: method and user experience. In Conceptual modeling - ER 2008 of LNCS (Vol. 5321, pp. 265\u2013278). Springer., Springer.","DOI":"10.1007\/978-3-540-87877-3_20"},{"key":"327_CR14","unstructured":"Jagadeesh Chandra Bose, R.P., Verbeek, E.H.M.W., van der Aalst, M.P. (2012). Discovering hierarchical process models using ProM. In CAiSE Forum 2011 of LNBIP (Vol. 107, pp. 33\u201348). Springer."},{"issue":"6","key":"327_CR15","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1016\/j.datak.2011.02.002","volume":"70","author":"A Koschmider","year":"2011","unstructured":"Koschmider, A., Hornung, T., Oberweis, A. (2011). Recommendation-based editor for business process modeling. Data & Knowledge Engineering, 70(6), 483\u2013503.","journal-title":"Data & Knowledge Engineering"},{"key":"327_CR16","doi-asserted-by":"crossref","unstructured":"Koschmider, A., Song, M., Reijers, H.A. (2009). Advanced social features in a recommendation system for process modeling. In Business information systems of LNBIP (Vol. 21, pp. 109\u2013120). Springer.","DOI":"10.1007\/978-3-642-01190-0_10"},{"key":"327_CR17","unstructured":"Mans, R.S., Schonenberg, M.H., Song, M., Aalst, W.M.P., Bakker, P.J.M. (2009). Application of process mining in healthcare \u2013 a case study in a dutch hospital In A. Fred, J. Filipe, H. Gamboa (Eds.), Biomedical Engineering Systems and Technologies of CCIS (Vol. 25, pp. 425\u2013438): Springer."},{"key":"327_CR1","unstructured":"OMG (2011). Business Process Model and Notation (BPMN), Version 2.0."},{"issue":"1","key":"327_CR18","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1016\/j.is.2007.07.001","volume":"33","author":"A Rozinat","year":"2008","unstructured":"Rozinat, A., & van der Aalst, W.M.P. (2008). Conformance checking of processes based on monitoring real behavior. Information Systems, 33(1), 64\u201395.","journal-title":"Information Systems"},{"key":"327_CR19","unstructured":"Scheer, A.-W. (2000). ARIS: Business Process Modeling, 3rd edn. Springer."},{"key":"327_CR20","doi-asserted-by":"crossref","unstructured":"Schonenberg, H., Weber, B., van Dongen, B., van der Aalst, W. (2008). Supporting flexible processes through recommendations based on history. In Business process management, (Vol. 5240 of LNCS, pp. 51\u201366). Springer.","DOI":"10.1007\/978-3-540-85758-7_7"},{"key":"327_CR21","doi-asserted-by":"crossref","unstructured":"Szimanski, F., Ralha, C.G., Wagner, G., Ferreira, D.R. (2013). Improving business process models with agent-based simulation and process mining. In Enterprise, business-process and information systems modeling, (Vol. 147 of LNBIP, pp. 124\u2013138). Springer.","DOI":"10.1007\/978-3-642-38484-4_10"},{"key":"327_CR22","unstructured":"van Bon, J., & Pieper, M. (2005). Foundations of IT Service Management: based on ITIL. Van Haren Publishing van der Veen, A., & Verheijen, T. (Eds.)"},{"key":"327_CR23","doi-asserted-by":"crossref","unstructured":"van der Aalst, W.M.P. (2011). Process mining: discovery, conformance and enhancement of business processes. Springer.","DOI":"10.1007\/978-3-642-19345-3"},{"issue":"3","key":"327_CR24","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1016\/j.compind.2003.10.001","volume":"53","author":"WMP van der Aalst","year":"2004","unstructured":"van der Aalst, W.M.P., & Weijters, A.J.M.M. (2004). Process mining: a research agenda. Computers in Industry, 53(3), 231\u2013244.","journal-title":"Computers in Industry"},{"key":"327_CR25","doi-asserted-by":"crossref","first-page":"1128","DOI":"10.1109\/TKDE.2004.47","volume":"16","author":"WMP van der Aalst","year":"2004","unstructured":"van der Aalst, W.M.P., Weijters, A.J.M.M., Maruster, L. (2004). Workflow mining: discovering process models from event logs. IEEE Transactions on Knowledge and Data Engineering, 16, 1128\u20131142.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"8","key":"327_CR26","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1145\/2240236.2240257","volume":"55","author":"WMP van der Aalst","year":"2012","unstructured":"van der Aalst, W.M.P. (2012). Process mining. Communications of the ACM, 55(8), 76\u201383.","journal-title":"Communications of the ACM"},{"issue":"1","key":"327_CR27","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1142\/S0218126698000043","volume":"8","author":"WMP van der Aalst","year":"1998","unstructured":"van der Aalst, W.M.P. (1998). The application of Petri nets to workflow management. The Journal of Circuits, Systems and Computers, 8(1), 21\u201366.","journal-title":"The Journal of Circuits, Systems and Computers"},{"issue":"2","key":"327_CR28","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1002\/widm.1045","volume":"2","author":"WMP van der Aalst","year":"2012","unstructured":"van der Aalst, W.M.P., Adriansyah, A., van Dongen, B. (2012). Replaying history on process models for conformance checking and performance analysis. WIREs Data Mining and Knowledge Discovery, 2(2), 182\u2013192.","journal-title":"WIREs Data Mining and Knowledge Discovery"},{"key":"327_CR29","unstructured":"Vanderfeesten, I., Reijers, H.A., van der Aalst, W.M.P. (2008). Product based workflow support: A recommendation service for dynamic workflow execution. BPM Center Report BPM-08-03, BPMcenter.org."},{"key":"327_CR30","unstructured":"Weijters, A.J.M.M., van der Aalst, W.M.P., de Medeiros, A.A.K. (2006). Process mining with the HeuristicsMiner algorithm. Technical Report WP 166. Eindhoven University of Technology."}],"container-title":["Journal of Intelligent Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-014-0327-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10844-014-0327-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-014-0327-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,11]],"date-time":"2022-04-11T04:57:31Z","timestamp":1649653051000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10844-014-0327-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,7,17]]},"references-count":30,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2014,10]]}},"alternative-id":["327"],"URL":"https:\/\/doi.org\/10.1007\/s10844-014-0327-2","relation":{},"ISSN":["0925-9902","1573-7675"],"issn-type":[{"value":"0925-9902","type":"print"},{"value":"1573-7675","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,7,17]]}}}