{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T00:05:49Z","timestamp":1774915549510,"version":"3.50.1"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032028662","type":"print"},{"value":"9783032028679","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-02867-9_10","type":"book-chapter","created":{"date-parts":[[2025,8,30]],"date-time":"2025-08-30T05:44:48Z","timestamp":1756532688000},"page":"144-161","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Unlocking Non-Block-Structured Decisions: Inductive Mining with\u00a0Choice Graphs"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2375-2152","authenticated-orcid":false,"given":"Humam","family":"Kourani","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9394-6513","authenticated-orcid":false,"given":"Gyunam","family":"Park","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0955-6940","authenticated-orcid":false,"given":"Wil M. P.","family":"van der Aalst","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,8,31]]},"reference":[{"key":"10_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2023.102214","volume":"116","author":"WMP van der Aalst","year":"2023","unstructured":"van der Aalst, W.M.P., De Masellis, R., Di Francescomarino, C., Ghidini, C., Kourani, H.: Discovering hybrid process models with bounds on time and complexity: when to be formal and when not? Inf. Syst. 116, 102214 (2023)","journal-title":"Inf. Syst."},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Adriansyah, A., van Dongen, B.F., van\u00a0der Aalst, W.M.: Conformance checking using cost-based fitness analysis. In: 2011 IEEE 15th International Enterprise Distributed Object Computing Conference, pp. 55\u201364. IEEE (2011)","DOI":"10.1109\/EDOC.2011.12"},{"issue":"1","key":"10_CR3","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/s10257-014-0234-7","volume":"13","author":"A Adriansyah","year":"2015","unstructured":"Adriansyah, A., Munoz-Gama, J., Carmona, J., van Dongen, B.F., van der Aalst, W.M.P.: Measuring precision of modeled behavior. Inf. Syst. E Bus. Manag. 13(1), 37\u201367 (2015)","journal-title":"Inf. Syst. E Bus. Manag."},{"issue":"4","key":"10_CR4","doi-asserted-by":"publisher","first-page":"686","DOI":"10.1109\/TKDE.2018.2841877","volume":"31","author":"A Augusto","year":"2019","unstructured":"Augusto, A., et al.: Automated discovery of process models from event logs: review and benchmark. IEEE Trans. Knowl. Data Eng. 31(4), 686\u2013705 (2019)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"2","key":"10_CR5","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1007\/s10115-018-1214-x","volume":"59","author":"A Augusto","year":"2019","unstructured":"Augusto, A., Conforti, R., Dumas, M., Rosa, M.L., Polyvyanyy, A.: Split miner: automated discovery of accurate and simple business process models from event logs. Knowl. Inf. Syst. 59(2), 251\u2013284 (2019)","journal-title":"Knowl. Inf. Syst."},{"key":"10_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1007\/978-3-319-23063-4_26","volume-title":"Business Process Management","author":"NRTP van Beest","year":"2015","unstructured":"van Beest, N.R.T.P., Dumas, M., Garc\u00eda-Ba\u00f1uelos, L., La Rosa, M.: Log delta analysis: interpretable differencing of business process event logs. In: Motahari-Nezhad, H.R., Recker, J., Weidlich, M. (eds.) BPM 2015. LNCS, vol. 9253, pp. 386\u2013405. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-23063-4_26"},{"key":"10_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1007\/978-3-540-75183-0_27","volume-title":"Business Process Management","author":"R Bergenthum","year":"2007","unstructured":"Bergenthum, R., Desel, J., Lorenz, R., Mauser, S.: Process mining based on regions of languages. In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, pp. 375\u2013383. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-75183-0_27"},{"key":"10_CR8","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpa.2023.100556","volume":"17","author":"A Berti","year":"2023","unstructured":"Berti, A., van Zelst, S., Schuster, D.: PM4Py: a process mining library for python. Softw. Impacts 17, 100556 (2023)","journal-title":"Softw. Impacts"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Buijs, J.C., van Dongen, B.F., van\u00a0der Aalst, W.M.P.: A genetic algorithm for discovering process trees. In: 2012 IEEE Congress on Evolutionary Computation, pp.\u00a01\u20138. IEEE (2012)","DOI":"10.1109\/CEC.2012.6256458"},{"key":"10_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1007\/978-3-540-85758-7_26","volume-title":"Business Process Management","author":"J Carmona","year":"2008","unstructured":"Carmona, J., Cortadella, J., Kishinevsky, M.: A region-based algorithm for discovering petri nets from event logs. In: Dumas, M., Reichert, M., Shan, M.-C. (eds.) BPM 2008. LNCS, vol. 5240, pp. 358\u2013373. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-85758-7_26"},{"key":"10_CR11","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1007\/978-3-642-00899-3_13","volume":"2","author":"BF van Dongen","year":"2009","unstructured":"van Dongen, B.F., de Medeiros, A.K.A., Wen, L.: Process mining: overview and outlook of Petri net discovery algorithms. Trans. Petri Nets Other Model. Concurr. 2, 225\u2013242 (2009)","journal-title":"Trans. Petri Nets Other Model. Concurr."},{"key":"10_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/978-3-319-19488-2_2","volume-title":"Application and Theory of Petri Nets and Concurrency","author":"M Dumas","year":"2015","unstructured":"Dumas, M., Garc\u00eda-Ba\u00f1uelos, L.: Process mining reloaded: event structures as a unified representation of process models and event logs. In: Devillers, R., Valmari, A. (eds.) PETRI NETS 2015. LNCS, vol. 9115, pp. 33\u201348. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-19488-2_2"},{"key":"10_CR13","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1016\/j.is.2013.12.004","volume":"47","author":"C Favre","year":"2015","unstructured":"Favre, C., Fahland, D., V\u00f6lzer, H.: The relationship between workflow graphs and free-choice workflow nets. Inf. Syst. 47, 197\u2013219 (2015)","journal-title":"Inf. Syst."},{"key":"10_CR14","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1007\/978-3-031-94634-9_12","volume-title":"Application and Theory of Petri Nets and Concurrency","author":"H Kourani","year":"2025","unstructured":"Kourani, H., Park, G., van der Aalst, W.M.P.: Translating workflow nets into the partially ordered workflow language. In: Amparore, E., Mikulski, \u0141 (eds.) Application and Theory of Petri Nets and Concurrency, pp. 242\u2013264. Springer, Cham (2025). https:\/\/doi.org\/10.1007\/978-3-031-94634-9_12"},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Kourani, H., Schuster, D., van\u00a0der Aalst, W.M.P.: Scalable discovery of partially ordered workflow models with formal guarantees. In: 5th International Conference on Process Mining, ICPM 2023, Rome, Italy, 23\u201327 October 2023, pp. 89\u201396. IEEE (2023)","DOI":"10.1109\/ICPM60904.2023.10271941"},{"key":"10_CR16","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/978-3-031-41620-0_6","volume-title":"BPM 2023","author":"H Kourani","year":"2023","unstructured":"Kourani, H., van Zelst, S.J.: POWL: partially ordered workflow language. In: Di Francescomarino, C., Burattin, A., Janiesch, C., Sadiq, S. (eds.) BPM 2023. LNCS, vol. 14159, pp. 92\u2013108. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-41620-0_6"},{"key":"10_CR17","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2024.102493","volume":"128","author":"H Kourani","year":"2025","unstructured":"Kourani, H., van Zelst, S.J., Schuster, D., van der Aalst, W.M.P.: Discovering partially ordered workflow models. Inf. Syst. 128, 102493 (2025)","journal-title":"Inf. Syst."},{"key":"10_CR18","doi-asserted-by":"crossref","unstructured":"Leemans, S.J.J.: Robust Process Mining with Guarantees - Process Discovery, Conformance Checking and Enhancement. LNBIP, vol.\u00a0440. Springer, Cham (2022)","DOI":"10.1007\/978-3-030-96655-3"},{"key":"10_CR19","doi-asserted-by":"crossref","unstructured":"Leemans, S.J.J., Poppe, E., Wynn, M.T.: Directly follows-based process mining: exploration & a case study. In: ICPM, pp. 25\u201332. IEEE (2019)","DOI":"10.1109\/ICPM.2019.00015"},{"key":"10_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/978-3-030-02610-3_6","volume-title":"On the Move to Meaningful Internet Systems. OTM 2018 Conferences","author":"SJJ Leemans","year":"2018","unstructured":"Leemans, S.J.J., Tax, N., ter Hofstede, A.H.M.: Indulpet miner: combining discovery algorithms. In: Panetto, H., Debruyne, C., Proper, H.A., Ardagna, C.A., Roman, D., Meersman, R. (eds.) OTM 2018. LNCS, vol. 11229, pp. 97\u2013115. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-02610-3_6"},{"key":"10_CR21","doi-asserted-by":"crossref","unstructured":"von Rosing, M., White, S., Cummins, F., de\u00a0Man, H.: Business process model and notation - BPMN. In: The Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM, vol. I, pp. 429\u2013453. Morgan Kaufmann\/Elsevier, Massachusetts (2015)","DOI":"10.1016\/B978-0-12-799959-3.00021-5"},{"key":"10_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1007\/978-3-319-48472-3_32","volume-title":"On the Move to Meaningful Internet Systems: OTM 2016 Conferences","author":"T Slaats","year":"2016","unstructured":"Slaats, T., Schunselaar, D.M.M., Maggi, F.M., Reijers, H.A.: The semantics of hybrid process models. In: Debruyne, C., et al. (eds.) OTM 2016. LNCS, vol. 10033, pp. 531\u2013551. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-48472-3_32"},{"key":"10_CR23","first-page":"116","volume":"7","author":"KM van Hee","year":"2013","unstructured":"van Hee, K.M., Sidorova, N., van der Werf, J.M.E.M.: Business process modeling using Petri nets. Trans. Petri Nets Other Model. Concurr. 7, 116\u2013161 (2013)","journal-title":"Trans. Petri Nets Other Model. Concurr."}],"container-title":["Lecture Notes in Computer Science","Business Process Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-02867-9_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T05:36:44Z","timestamp":1757482604000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-02867-9_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,31]]},"ISBN":["9783032028662","9783032028679"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-02867-9_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,31]]},"assertion":[{"value":"31 August 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BPM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Business Process Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Seville","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bpm2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.bpm2025seville.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}