{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T10:13:41Z","timestamp":1777889621953,"version":"3.51.4"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031509735","type":"print"},{"value":"9783031509742","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-50974-2_13","type":"book-chapter","created":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T10:03:27Z","timestamp":1704881007000},"page":"161-173","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["State of\u00a0the\u00a0Art: Automatic Generation of\u00a0Business Process Models"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3498-9382","authenticated-orcid":false,"given":"Selina","family":"Sch\u00fcler","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6568-8924","authenticated-orcid":false,"given":"Sascha","family":"Alpers","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,1,11]]},"reference":[{"key":"13_CR1","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"},{"issue":"4","key":"13_CR2","doi-asserted-by":"publisher","first-page":"1215","DOI":"10.1007\/s10270-020-00847-w","volume":"20","author":"G Adamo","year":"2021","unstructured":"Adamo, G., Ghidini, C., Di Francescomarino, C.: What is a process model composed of?: a systematic literature review of meta-models in BPM. Softw. Syst. Model. 20(4), 1215\u20131243 (2021). https:\/\/doi.org\/10.1007\/s10270-020-00847-w","journal-title":"Softw. Syst. Model."},{"key":"13_CR3","unstructured":"Bellan, P., Dragoni, M., Ghidini, C.: Leveraging pre-trained language models for conversational information seeking from text (2022). arXiv:2204.03542"},{"key":"13_CR4","doi-asserted-by":"publisher","unstructured":"Chadli, N., Kabbaj, M.I., Bakkoury, Z.: An improved ad hoc approach based on active help method to detect data flow anomalies in a loop of business process modeling. In: Proceedings of the 1st International Conference of Computer Science and Renewable Energies, Ouarzazate, Morocco, pp. 284\u2013290. SCITEPRESS - Science and Technology Publications (2018). https:\/\/doi.org\/10.5220\/0009775402840290","DOI":"10.5220\/0009775402840290"},{"key":"13_CR5","doi-asserted-by":"publisher","unstructured":"Danenas, P., Skersys, T., Butleris, R.: Enhancing the extraction of SBVR business vocabularies and business rules from UML use case diagrams with natural language processing. In: Proceedings of the 23rd Pan-Hellenic Conference on Informatics, Nicosia Cyprus, pp. 1\u20138. ACM (2019). https:\/\/doi.org\/10.1145\/3368640.3368641","DOI":"10.1145\/3368640.3368641"},{"key":"13_CR6","doi-asserted-by":"publisher","unstructured":"De Almeida Bordignon, A.C., Thom, L.H., Silva, T.S., Dani, V.S., Fantinato, M., Ferreira, R.C.B.: Natural language processing in business process identification and modeling: a systematic literature review. In: Proceedings of the XIV Brazilian Symposium on Information Systems, Caxias do Sul Brazil, pp. 1\u20138. ACM (2018). https:\/\/doi.org\/10.1145\/3229345.3229373","DOI":"10.1145\/3229345.3229373"},{"key":"13_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/978-3-319-98648-7_18","volume-title":"Business Process Management","author":"P De Koninck","year":"2018","unstructured":"De Koninck, P., vanden Broucke, S., De Weerdt, J.: act2vec, trace2vec, log2vec, and\u00a0model2vec: representation learning for business processes. In: Weske, M., Montali, M., Weber, I., vom Brocke, J. (eds.) BPM 2018. LNCS, vol. 11080, pp. 305\u2013321. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-98648-7_18"},{"key":"13_CR8","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2021.106589","volume":"136","author":"R van Dinter","year":"2021","unstructured":"van Dinter, R., Tekinerdogan, B., Catal, C.: Automation of systematic literature reviews: a systematic literature review. Inf. Softw. Technol. 136, 106589 (2021). https:\/\/doi.org\/10.1016\/j.infsof.2021.106589","journal-title":"Inf. Softw. Technol."},{"issue":"1","key":"13_CR9","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1016\/j.dss.2012.09.006","volume":"54","author":"S Fan","year":"2012","unstructured":"Fan, S., Zhao, J.L., Dou, W., Liu, M.: A framework for transformation from conceptual to logical workflow models. Decis. Support Syst. 54(1), 781\u2013794 (2012). https:\/\/doi.org\/10.1016\/j.dss.2012.09.006","journal-title":"Decis. Support Syst."},{"key":"13_CR10","doi-asserted-by":"publisher","unstructured":"Fill, H.G., Fettke, P., K\u00f6pke, J.: Conceptual modeling and large language models: impressions from first experiments with ChatGPT. Enterp. Model. Inf. Syst. Archit. (EMISAJ) 3, 1\u201315 (2023). https:\/\/doi.org\/10.18417\/EMISA.18.3","DOI":"10.18417\/EMISA.18.3"},{"issue":"18","key":"13_CR11","doi-asserted-by":"publisher","first-page":"11164","DOI":"10.3390\/su141811164","volume":"14","author":"A Fritsch","year":"2022","unstructured":"Fritsch, A., von Hammerstein, J., Schreiber, C., Betz, S., Oberweis, A.: Pathways to greener pastures: research opportunities to integrate life cycle assessment and sustainable business process management based on a systematic tertiary literature review. Sustainability 14(18), 11164 (2022). https:\/\/doi.org\/10.3390\/su141811164","journal-title":"Sustainability"},{"key":"13_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1007\/978-3-642-23059-2_14","volume-title":"Business Process Management","author":"M Gambini","year":"2011","unstructured":"Gambini, M., La Rosa, M., Migliorini, S., Ter Hofstede, A.H.M.: Automated error correction of business process models. In: Rinderle-Ma, S., Toumani, F., Wolf, K. (eds.) BPM 2011. LNCS, vol. 6896, pp. 148\u2013165. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-23059-2_14"},{"key":"13_CR13","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1007\/978-3-030-94343-1_27","volume-title":"Business Process Management Workshops","author":"A Goossens","year":"2022","unstructured":"Goossens, A., Claessens, M., Parthoens, C., Vanthienen, J.: Extracting decision dependencies and\u00a0decision logic from\u00a0text using deep learning techniques. In: Marrella, A., Weber, B. (eds.) BPM 2021. LNBIP, vol. 436, pp. 349\u2013361. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-030-94343-1_27"},{"key":"13_CR14","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1007\/978-3-319-99365-2_8","volume-title":"Knowledge Science, Engineering and Management","author":"K Honkisz","year":"2018","unstructured":"Honkisz, K., Kluza, K., Wi\u015bniewski, P.: A concept for generating business process models from natural language description. In: Liu, W., Giunchiglia, F., Yang, B. (eds.) KSEM 2018. LNCS (LNAI), vol. 11061, pp. 91\u2013103. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-99365-2_8"},{"key":"13_CR15","unstructured":"Kitchenham, B., Charters, S.: Guidelines for performing systematic literature reviews in software engineering. EBSE Technical report EBSE-2007-01(2.3) (2007)"},{"issue":"2","key":"13_CR16","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/s10257-009-0112-x","volume":"8","author":"J Li","year":"2010","unstructured":"Li, J., Wang, H.J., Zhang, Z., Zhao, J.L.: A policy-based process mining framework: mining business policy texts for discovering process models. IseB 8(2), 169\u2013188 (2010). https:\/\/doi.org\/10.1007\/s10257-009-0112-x","journal-title":"IseB"},{"key":"13_CR17","doi-asserted-by":"publisher","unstructured":"Maatuk, A.M., Abdelnabi, E.A.: Generating UML use case and activity diagrams using NLP techniques and heuristics rules. In: International Conference on Data Science, E-learning and Information Systems 2021, Ma\u2019an Jordan, pp. 271\u2013277. ACM (2021). https:\/\/doi.org\/10.1145\/3460620.3460768","DOI":"10.1145\/3460620.3460768"},{"key":"13_CR18","series-title":"Lecture Notes in Electrical Engineering","doi-asserted-by":"publisher","first-page":"543","DOI":"10.1007\/978-981-13-1056-0_54","volume-title":"Information Science and Applications 2018","author":"B Maqbool","year":"2019","unstructured":"Maqbool, B., et al.: A comprehensive investigation of BPMN models generation from textual requirements\u2014techniques, tools and trends. In: Kim, K.J., Baek, N. (eds.) ICISA 2018. LNEE, vol. 514, pp. 543\u2013557. Springer, Singapore (2019). https:\/\/doi.org\/10.1007\/978-981-13-1056-0_54"},{"key":"13_CR19","unstructured":"Mendling, L., Thom, L.H., van der Aa, H.: Natural Language Processing with Process Models (NLP4RE Report Paper). REFSQ Workshops 2376(2376) (2019)"},{"issue":"7","key":"13_CR20","doi-asserted-by":"publisher","first-page":"709","DOI":"10.3103\/S0146411617070306","volume":"51","author":"AA Mitsyuk","year":"2017","unstructured":"Mitsyuk, A.A., Lomazova, I.A., Van Der Aalst, W.M.P.: Using event logs for local correction of process models. Autom. Control. Comput. Sci. 51(7), 709\u2013723 (2017). https:\/\/doi.org\/10.3103\/S0146411617070306","journal-title":"Autom. Control. Comput. Sci."},{"issue":"3","key":"13_CR21","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/j.datak.2004.12.005","volume":"55","author":"DL Moody","year":"2005","unstructured":"Moody, D.L.: Theoretical and practical issues in evaluating the quality of conceptual models: current state and future directions. Data Knowl. Eng. 55(3), 243\u2013276 (2005). https:\/\/doi.org\/10.1016\/j.datak.2004.12.005","journal-title":"Data Knowl. Eng."},{"key":"13_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1007\/978-3-319-67190-1_16","volume-title":"KI 2017: Advances in Artificial Intelligence","author":"G M\u00fcller","year":"2017","unstructured":"M\u00fcller, G., Bergmann, R.: Complexity-aware generation of workflows by process-oriented case-based reasoning. In: Kern-Isberner, G., F\u00fcrnkranz, J., Thimm, M. (eds.) KI 2017. LNCS (LNAI), vol. 10505, pp. 207\u2013221. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-67190-1_16"},{"key":"13_CR23","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1016\/j.infsof.2014.07.011","volume":"58","author":"I Moreno-Montes de Oca","year":"2015","unstructured":"Moreno-Montes de Oca, I., Snoeck, M., Reijers, H.A., Rodr\u00edguez-Morffi, A.: A systematic literature review of studies on business process modeling quality. Inf. Softw. Technol. 58, 187\u2013205 (2015). https:\/\/doi.org\/10.1016\/j.infsof.2014.07.011","journal-title":"Inf. Softw. Technol."},{"key":"13_CR24","doi-asserted-by":"publisher","unstructured":"Sch\u00fcler, S.: Results SLR Business Process Model Generation (2023). https:\/\/doi.org\/10.5445\/IR\/1000158547","DOI":"10.5445\/IR\/1000158547"},{"issue":"2","key":"13_CR25","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.compind.2011.11.001","volume":"63","author":"S Smirnov","year":"2012","unstructured":"Smirnov, S., Weidlich, M., Mendling, J., Weske, M.: Action patterns in business process model repositories. Comput. Ind. 63(2), 98\u2013111 (2012). https:\/\/doi.org\/10.1016\/j.compind.2011.11.001","journal-title":"Comput. Ind."},{"key":"13_CR26","volume-title":"Model-Driven Software Development: Technology, Engineering, Management","author":"T Stahl","year":"2006","unstructured":"Stahl, T., V\u00f6lter, M.: Model-Driven Software Development: Technology, Engineering, Management. Hoboken, Wiley (2006)"},{"key":"13_CR27","doi-asserted-by":"publisher","unstructured":"Takei, T., Horita, H.: Towards goal-oriented business process model repair. In: International Congress on Advanced Applied Informatics (IIAI-AAI), Niigata, Japan, pp. 691\u2013696. IEEE (2021). https:\/\/doi.org\/10.1109\/IIAI-AAI53430.2021.00123","DOI":"10.1109\/IIAI-AAI53430.2021.00123"},{"issue":"4","key":"13_CR28","doi-asserted-by":"publisher","first-page":"119","DOI":"10.3390\/bdcc6040119","volume":"6","author":"I Tangkawarow","year":"2022","unstructured":"Tangkawarow, I., Sarno, R., Siahaan, D.: ID2SBVR: a method for extracting business vocabulary and rules from an informal document. Big Data Cogn. Comput. 6(4), 119 (2022). https:\/\/doi.org\/10.3390\/bdcc6040119","journal-title":"Big Data Cogn. Comput."},{"issue":"2","key":"13_CR29","doi-asserted-by":"publisher","first-page":"16","DOI":"10.3390\/computation9020016","volume":"9","author":"G Tsakalidis","year":"2021","unstructured":"Tsakalidis, G., Georgoulakos, K., Paganias, D., Vergidis, K.: An elaborate preprocessing phase (P3) in composition and optimization of business process models. Computation 9(2), 16 (2021). https:\/\/doi.org\/10.3390\/computation9020016","journal-title":"Computation"},{"key":"13_CR30","doi-asserted-by":"publisher","unstructured":"Ullrich, M., et al.: Platform architecture for the diagram assessment domain. In: Proceedings of the Software Engineering 2021 satellite events, vol. 2814. Gesellschaft f\u00fcr Informatik e.V., Braunschweig (2021). https:\/\/doi.org\/10.22028\/D291-34119","DOI":"10.22028\/D291-34119"},{"issue":"03","key":"13_CR31","doi-asserted-by":"publisher","first-page":"1950007","DOI":"10.1142\/S0218843019500072","volume":"28","author":"N Wang","year":"2019","unstructured":"Wang, N., Sun, S., Liu, Y., Zhang, S.: Business process model abstraction based on fuzzy clustering analysis. Int. J. Coop. Inf. Syst. 28(03), 1950007 (2019). https:\/\/doi.org\/10.1142\/S0218843019500072","journal-title":"Int. J. Coop. Inf. Syst."},{"key":"13_CR32","doi-asserted-by":"crossref","unstructured":"Webster, J., Watson, R.T.: Analyzing the past to prepare for the future: writing a literature review. MIS Q. 2(26), xiii\u2013xxiii (2002)","DOI":"10.2307\/4132319"},{"key":"13_CR33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-59432-2","volume-title":"Business Process Management: Concepts, Languages, Architectures","author":"M Weske","year":"2019","unstructured":"Weske, M.: Business Process Management: Concepts, Languages, Architectures, 3rd edn. Springer, Heidelberg (2019). https:\/\/doi.org\/10.1007\/978-3-662-59432-2","edition":"3"}],"container-title":["Lecture Notes in Business Information Processing","Business Process Management Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-50974-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T18:02:07Z","timestamp":1777485727000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-50974-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031509735","9783031509742"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-50974-2_13","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"value":"1865-1348","type":"print"},{"value":"1865-1356","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"11 January 2024","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":"Utrecht","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bpm2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/bpm2023.sites.uu.nl\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}