{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T15:04:51Z","timestamp":1767625491429,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031161025"},{"type":"electronic","value":"9783031161032"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-16103-2_13","type":"book-chapter","created":{"date-parts":[[2022,9,6]],"date-time":"2022-09-06T21:05:56Z","timestamp":1662498356000},"page":"163-180","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["No Time to\u00a0Dice: Learning Execution Contexts from\u00a0Event Logs for\u00a0Resource-Oriented Process Mining"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9218-6954","authenticated-orcid":false,"given":"Jing","family":"Yang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7098-5480","authenticated-orcid":false,"given":"Chun","family":"Ouyang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2730-0201","authenticated-orcid":false,"given":"Arthur H. M.","family":"ter Hofstede","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":[[2022,9,7]]},"reference":[{"issue":"1","key":"13_CR1","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/s10844-017-0451-x","volume":"50","author":"A Appice","year":"2017","unstructured":"Appice, A.: Towards mining the organizational structure of a dynamic event scenario. J. Intell. Inf. Syst. 50(1), 165\u2013193 (2017). https:\/\/doi.org\/10.1007\/s10844-017-0451-x","journal-title":"J. Intell. Inf. Syst."},{"key":"13_CR2","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1007\/978-3-319-19237-6_7","volume-title":"Enterprise, Business-Process and Information Systems Modeling","author":"A Bolt","year":"2015","unstructured":"Bolt, A., van der Aalst, W.M.P.: Multidimensional process mining using process cubes. In: Gaaloul, K., Schmidt, R., Nurcan, S., Guerreiro, S., Ma, Q. (eds.) CAISE 2015. LNBIP, vol. 214, pp. 102\u2013116. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-19237-6_7"},{"key":"13_CR3","doi-asserted-by":"crossref","unstructured":"Burattin, A., Sperduti, A., Veluscek, M.: Business models enhancement through discovery of roles. In: IEEE Symposium on Computational Intelligence and Data Mining (CIDM), pp. 103\u2013110 (2013)","DOI":"10.1109\/CIDM.2013.6597224"},{"key":"13_CR4","unstructured":"Daft, R.L., Murphy, J., Willmott, H.: Organization Theory and Design. South-Western Cengage Learning, USA (2010)"},{"key":"13_CR5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-56509-4","volume-title":"Fundamentals of Business Process Management","author":"M Dumas","year":"2018","unstructured":"Dumas, M., Rosa, M.L., Mendling, J., Reijers, H.A.: Fundamentals of Business Process Management, 2nd edn. Springer, Heidelberg (2018). https:\/\/doi.org\/10.1007\/978-3-662-56509-4","edition":"2"},{"key":"13_CR6","unstructured":"Ke, G., et al.: LightGBM: a highly efficient gradient boosting decision tree. In: Proceedings of the 31st International Conference on Neural Information Processing Systems, NIPS 2017, Red Hook, NY, USA, pp. 3149\u20133157. Curran Associates Inc., December 2017"},{"key":"13_CR7","unstructured":"Kohavi, R., Li, C.H.: Oblivious decision trees graphs and top down pruning. In: Proceedings of the 14th International Joint Conference on Artificial Intelligence, pp. 1071\u20131077. Morgan Kaufmann Publishers Inc. (1995)"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Pika, A., Leyer, M., Wynn, M.T., Fidge, C.J., ter Hofstede, A.H.M., van der Aalst, W.M.P.: Mining resource profiles from event logs. ACM Trans. Manag. Inf. Syst. 8(1), 1:1\u20131:30 (2017)","DOI":"10.1145\/3041218"},{"issue":"3","key":"13_CR9","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1007\/s10796-008-9092-5","volume":"11","author":"HA Reijers","year":"2009","unstructured":"Reijers, H.A., Song, M., Jeong, B.: Analysis of a collaborative workflow process with distributed actors. Inf. Syst. Front. 11(3), 307\u2013322 (2009). https:\/\/doi.org\/10.1007\/s10796-008-9092-5","journal-title":"Inf. Syst. Front."},{"key":"13_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1007\/978-3-642-25109-2_18","volume-title":"On the Move to Meaningful Internet Systems: OTM 2011","author":"JTS Ribeiro","year":"2011","unstructured":"Ribeiro, J.T.S., Weijters, A.J.M.M.: Event cube: another perspective on business processes. In: Meersman, R., et al. (eds.) OTM 2011. LNCS, vol. 7044, pp. 274\u2013283. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-25109-2_18"},{"key":"13_CR11","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/0377-0427(87)90125-7","volume":"20","author":"PJ Rousseeuw","year":"1987","unstructured":"Rousseeuw, P.J.: Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J. Comput. Appl. Math. 20, 53\u201365 (1987)","journal-title":"J. Comput. Appl. Math."},{"issue":"1","key":"13_CR12","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1016\/j.dss.2008.07.002","volume":"46","author":"M Song","year":"2008","unstructured":"Song, M., van der Aalst, W.M.P.: Towards comprehensive support for organizational mining. Decis. Support Syst. 46(1), 300\u2013317 (2008)","journal-title":"Decis. Support Syst."},{"key":"13_CR13","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-319-02922-1_1","volume-title":"Asia Pacific Business Process Management","author":"WMP Van der Aalst","year":"2013","unstructured":"Van der Aalst, W.M.P.: Process cubes: slicing, dicing, rolling up and drilling down event data for process mining. In: Song, M., Wynn, M.T., Liu, J. (eds.) AP-BPM 2013. LNBIP, vol. 159, pp. 1\u201322. Springer, Cham (2013). https:\/\/doi.org\/10.1007\/978-3-319-02922-1_1"},{"key":"13_CR14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-49851-4","volume-title":"Process Mining: Data Science in Action","author":"WMP Van der Aalst","year":"2016","unstructured":"Van der Aalst, W.M.P.: Process Mining: Data Science in Action, 2nd edn. Springer, Heidelberg (2016). https:\/\/doi.org\/10.1007\/978-3-662-49851-4","edition":"2"},{"key":"13_CR15","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"230","DOI":"10.1007\/978-3-030-85440-9_14","volume-title":"Business Process Management Forum","author":"G Van Hulzen","year":"2021","unstructured":"Van Hulzen, G., Martin, N., Depaire, B.: Looking beyond activity labels: mining context-aware resource profiles using activity instance archetypes. In: Polyvyanyy, A., Wynn, M.T., Van Looy, A., Reichert, M. (eds.) BPM 2021. LNBIP, vol. 427, pp. 230\u2013245. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-85440-9_14"},{"key":"13_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1007\/978-3-030-85469-0_22","volume-title":"Business Process Management","author":"J Yang","year":"2021","unstructured":"Yang, J., Ouyang, C., ter Hofstede, A.H.M., van\u00a0der Aalst, W.M.P., Leyer, M.: Seeing the forest for the trees: group-oriented workforce analytics. In: Polyvyanyy, A., Wynn, M.T., Van Looy, A., Reichert, M. (eds.) BPM 2021. LNCS, vol. 12875, pp. 345\u2013362. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-85469-0_22"},{"key":"13_CR17","doi-asserted-by":"publisher","first-page":"113771","DOI":"10.1016\/j.dss.2022.113771","volume":"158","author":"J Yang","year":"2022","unstructured":"Yang, J., Ouyang, C., van der Aalst, W.M.P., ter Hofstede, A.H.M., Yu, Y.: OrdinoR: a framework for discovering, evaluating, and analyzing organizational models using event logs. Decis. Support Syst. 158, 113771 (2022)","journal-title":"Decis. Support Syst."}],"container-title":["Lecture Notes in Computer Science","Business Process Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-16103-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T16:09:36Z","timestamp":1710259776000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-16103-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031161025","9783031161032"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-16103-2_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"7 September 2022","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":"M\u00fcnster","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 September 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 September 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bpm2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/bpm2022.uni-muenster.de","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"98","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"22","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"22% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"For the BPM Forum 13 papers have been accepted out of the total of 98 submissions. The Blockchain, RPA and CEE Forum accepted 20 papers out of a total of 40 submissions.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}