{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T19:24:57Z","timestamp":1793129097660,"version":"4.5.0"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031786655","type":"print"},{"value":"9783031786662","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-78666-2_21","type":"book-chapter","created":{"date-parts":[[2025,2,19]],"date-time":"2025-02-19T14:17:42Z","timestamp":1739974662000},"page":"271-282","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Leveraging Generative Vision Models for\u00a0Extracting Process Models from\u00a0Documents"],"prefix":"10.1007","author":[{"given":"Marvin","family":"Voelter","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Raheleh","family":"Hadian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Timotheus","family":"Kampik","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marius","family":"Breitmayer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Manfred","family":"Reichert","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,2,20]]},"reference":[{"key":"21_CR1","unstructured":"Antinori, A., Coltrinari, R., Corradini, F., Fornari, F., Re, B., Scarpetta, M.: BPMN-redrawer: From images to BPMN models. In: Janiesch, C., et al. (eds.) Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2022 co-located with 20th International Conference on Business Process Management (BPM 2022), M\u00fcnster, Germany, September 11th to 16th, 2022. CEUR Workshop Proceedings, vol.\u00a03216, pp. 107\u2013111. CEUR-WS.org (2022). https:\/\/ceur-ws.org\/Vol-3216\/paper_246.pdf"},{"key":"21_CR2","doi-asserted-by":"publisher","unstructured":"Beheshti, A., et al.: ProcessGPT: transforming business process management with generative artificial intelligence. In: Ardagna, C.A., et al. (eds.) IEEE International Conference on Web Services, ICWS 2023, Chicago, IL, USA, July 2-8, 2023, pp. 731\u2013739. IEEE (2023). https:\/\/doi.org\/10.1109\/ICWS60048.2023.00099","DOI":"10.1109\/ICWS60048.2023.00099"},{"key":"21_CR3","doi-asserted-by":"publisher","unstructured":"Bellan, P., Dragoni, M., Ghidini, C.: Extracting business process entities and relations from text using pre-trained language models and in-context learning. In: Almeida, J.P.A., Karastoyanova, D., Guizzardi, G., Montali, M., Maggi, F.M., Fonseca, C.M. (eds.) Enterprise Design, Operations, and Computing: 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022, Proceedings, Lecture Notes in Computer Science, vol. 13585, pp. 182\u2013199. Springer, Cham (2022).https:\/\/doi.org\/10.1007\/978-3-031-17604-3_11","DOI":"10.1007\/978-3-031-17604-3_11"},{"key":"21_CR4","doi-asserted-by":"publisher","unstructured":"Bellan, P., Dragoni, M., Ghidini, C.: Leveraging pre-trained language models for conversational information seeking from text. CoRR abs\/2204.03542 (2022).https:\/\/doi.org\/10.48550\/ARXIV.2204.03542","DOI":"10.48550\/ARXIV.2204.03542"},{"key":"21_CR5","doi-asserted-by":"publisher","unstructured":"Bellan, P., van der Aa, H., Dragoni, M., Ghidini, C., Ponzetto, S.P.: PET: an annotated dataset for process extraction from natural language text tasks. In: BUSINESS PROCESS MANAGEMENT WORKSHOPS, pp. 315\u2013321. SPRINGER INTERNATIONAL PU, [S.l.] (2023).https:\/\/doi.org\/10.1007\/978-3-031-25383-6_23","DOI":"10.1007\/978-3-031-25383-6_23"},{"key":"21_CR6","unstructured":"Brown, T.B., et al.: Language models are few-shot learners. In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H. (eds.) Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual (2020). https:\/\/proceedings.neurips.cc\/paper\/2020\/hash\/1457c0d6bfcb4967418bfb8ac142f64a-Abstract.html"},{"key":"21_CR7","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1007\/978-3-030-87205-2_6","volume-title":"Perspectives in Business Informatics Research","author":"I Compagnucci","year":"2021","unstructured":"Compagnucci, I., Corradini, F., Fornari, F., Re, B.: Trends on the usage of BPMN 2.0 from publicly available repositories. In: Buchmann, R.A., Polini, A., Johansson, B., Karagiannis, D. (eds.) BIR 2021. LNBIP, vol. 430, pp. 84\u201399. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-87205-2_6"},{"key":"21_CR8","doi-asserted-by":"publisher","unstructured":"Dice, L.R.: Measures of the amount of ecologic association between species. Ecology 26(3), 297\u2013302 (1945). https:\/\/doi.org\/10.2307\/1932409, http:\/\/www.jstor.org\/table\/1932409","DOI":"10.2307\/1932409"},{"key":"21_CR9","doi-asserted-by":"publisher","unstructured":"Dijkman, R., Dumas, M., van Dongen, B., K\u00e4\u00e4rik, R., Mendling, J.: Similarity of business process models: Metrics and evaluation. Inf. Syst. 36(2), 498\u2013516 (2011).https:\/\/doi.org\/10.1016\/j.is.2010.09.006, https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0306437910001006, special Issue: Semantic Integration of Data, Multimedia, and Services","DOI":"10.1016\/j.is.2010.09.006"},{"key":"21_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1007\/978-3-642-21640-4_36","volume-title":"Advanced Information Systems Engineering","author":"F Friedrich","year":"2011","unstructured":"Friedrich, F., Mendling, J., Puhlmann, F.: Process model generation from natural language text. In: Mouratidis, H., Rolland, C. (eds.) CAiSE 2011. LNCS, vol. 6741, pp. 482\u2013496. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-21640-4_36"},{"key":"21_CR11","unstructured":"Fu, C., et al.: MME: a comprehensive evaluation benchmark for multimodal large language models. https:\/\/arxiv.org\/pdf\/2306.13394.pdf"},{"key":"21_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1007\/978-3-030-03596-9_7","volume-title":"Service-Oriented Computing","author":"N Gantayat","year":"2018","unstructured":"Gantayat, N., Sridhara, G., Sankaran, A., Dechu, S., Mani, S., Dasgupta, G.B.: Towards creating business process models from images. In: Pahl, C., Vukovic, M., Yin, J., Yu, Q. (eds.) ICSOC 2018. LNCS, vol. 11236, pp. 100\u2013108. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-03596-9_7"},{"key":"21_CR13","unstructured":"GitHub: CAMUNDA\/BPMN-for-research: a collection of BPMN diagrams that can be used for research (2024-02-20). https:\/\/github.com\/camunda\/bpmn-for-research"},{"key":"21_CR14","doi-asserted-by":"publisher","unstructured":"Grohs, M., Abb, L., Elsayed, N., Rehse, J.R.: Large language models can accomplish business process management tasks. In: de\u00a0Weerdt, J., Pufahl, L. (eds.) Business Process Management Workshops, Lecture Notes in Business Information Processing, vol.\u00a0492, pp. 453\u2013465. Springer, [S.l.] (2024).https:\/\/doi.org\/10.1007\/978-3-031-50974-2_34","DOI":"10.1007\/978-3-031-50974-2_34"},{"key":"21_CR15","unstructured":"HVan der Aa, H., Carmona Vargas, J., Leopold, H., Mendling, J., Padro, L.: Challenges and opportunities of applying natural language processing in business process management. In: Proceedings of the 27th International Conference on Computational Linguistics, pp. 2791\u20132801 (2018), https:\/\/aclanthology.org\/C18-1236\/"},{"key":"21_CR16","doi-asserted-by":"publisher","unstructured":"Kang, Q., Yu, Y., Dai, F.: Automatic recognition of business process images. In: 2019 IEEE International Conference on Computer Science and Educational Informatization (CSEI), pp. 104\u2013113. IEEE (2019). https:\/\/doi.org\/10.1109\/CSEI47661.2019.8938949","DOI":"10.1109\/CSEI47661.2019.8938949"},{"key":"21_CR17","doi-asserted-by":"publisher","unstructured":"Klievtsova, N., Benzin, J.V., Kampik, T., Mangler, J., Rinderle-Ma, S.: Conversational process modelling: state of the art, applications, and implications in practice. In: Di Francescomarino, C. (ed.) Business Process Management Forum : BPM 2023 Forum, Utrecht, the Netherlands, September 11-15, 2023, Proceedings, pp. 319\u2013336. Springer (2023).https:\/\/doi.org\/10.1007\/978-3-031-41623-1-19","DOI":"10.1007\/978-3-031-41623-1-19"},{"key":"21_CR18","doi-asserted-by":"crossref","unstructured":"Li, X., Ni, L., Li, R., Liu, J., Zhang, M.: Mad: A dataset for interview-based bpm in business process management. In: 2023 International Joint Conference on Neural Networks (IJCNN), pp.\u00a01\u20138. IEEE (2023)","DOI":"10.1109\/IJCNN54540.2023.10191898"},{"key":"21_CR19","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":"21_CR20","doi-asserted-by":"publisher","unstructured":"Mendling, J., Reijers, H., van der Aalst, W.M.P.: Seven process modeling guidelines (7PMG). Inf. Softw. Technol. 52(2), 127\u2013136 (2010).https:\/\/doi.org\/10.1016\/j.infsof.2009.08.004, https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0950584909001268","DOI":"10.1016\/j.infsof.2009.08.004"},{"key":"21_CR21","unstructured":"Nataliia Klievtsova: Nataliia \/ conversational_modeling $$\\cdot $$ gitlab (2024-02-20). https:\/\/gitlab.com\/Klievtsova\/conversational_modeling"},{"key":"21_CR22","doi-asserted-by":"publisher","unstructured":"Rizk, Y., Venkateswaran, P., Isahagian, V., Narcomey, A., Muthusamy, V.: A case for business process-specific foundation models. In: de\u00a0Weerdt, J., Pufahl, L. (eds.) BUSINESS PROCESS MANAGEMENT WORKSHOPS, Lecture Notes in Business Information Processing, vol.\u00a0492, pp. 44\u201356. Springer, [S.l.] (2024).https:\/\/doi.org\/10.1007\/978-3-031-50974-2_4","DOI":"10.1007\/978-3-031-50974-2_4"},{"key":"21_CR23","doi-asserted-by":"publisher","unstructured":"Sch\u00e4fer, B., van\u00a0der Aa, H., Leopold, H., Stuckenschmidt, H.: Sketch2process: End-to-end BPMN sketch recognition based on neural networks. IEEE Trans. Software Eng. 49(4), 2621\u20132641 (2023). https:\/\/doi.org\/10.1109\/TSE.2022.3228308","DOI":"10.1109\/TSE.2022.3228308"},{"key":"21_CR24","doi-asserted-by":"publisher","unstructured":"Sch\u00e4fer, B., van der Aa, H., Leopold, H., Stuckenschmidt, H.: Sketch2BPMN: automatic recognition of hand-drawn BPMN models. In: Advanced Information Systems Engineering : 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021 : Proceedings, pp. 344\u2013360. Springer (2021).https:\/\/doi.org\/10.1007\/978-3-030-79382-1_21","DOI":"10.1007\/978-3-030-79382-1_21"},{"key":"21_CR25","doi-asserted-by":"publisher","unstructured":"Sholiq, S., Sarno, R., Astuti, E.S.: Generating BPMN diagram from textual requirements. J. King Saud Univ. - Comput. Inf. Sci. 34(10), 10079\u201310093 (2022). https:\/\/doi.org\/10.1016\/j.jksuci.2022.10.007, https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1319157822003585","DOI":"10.1016\/j.jksuci.2022.10.007"},{"key":"21_CR26","doi-asserted-by":"publisher","unstructured":"Sola, D., Warmuth, C., Sch\u00e4fer, B., Badakhshan, P., Rehse, J., Kampik, T.: SAP signavio academic models: a large process model dataset. In: Montali, M., Senderovich, A., Weidlich, M. (eds.) Process Mining Workshops - ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers. Lecture Notes in Business Information Processing, vol.\u00a0468, pp. 453\u2013465. Springer (2022).https:\/\/doi.org\/10.1007\/978-3-031-27815-0_33","DOI":"10.1007\/978-3-031-27815-0_33"},{"key":"21_CR27","first-page":"1","volume":"5","author":"T S\u00f8rensen","year":"1948","unstructured":"S\u00f8rensen, T.: A method of establishing groups of equal amplitude in plant sociology based on similarity of species content and its application to analyses of the vegetation on Danish commons. Biologiske skrifter 5, 1\u201334 (1948)","journal-title":"Biologiske skrifter"},{"key":"21_CR28","doi-asserted-by":"publisher","unstructured":"Vidgof, M., Bachhofner, S., Mendling, J.: Large language models for business process management: opportunities and challenges. In: Francescomarino, C.D., Burattin, A., Janiesch, ., Sadiq, S.W. (eds.) Business Process Management Forum - BPM 2023 Forum, Utrecht, The Netherlands, September 11-15, 2023, Proceedings. Lecture Notes in Business Information Processing, vol.\u00a0490, pp. 107\u2013123. Springer (2023).https:\/\/doi.org\/10.1007\/978-3-031-41623-1_7","DOI":"10.1007\/978-3-031-41623-1_7"}],"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\/978-3-031-78666-2_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,19]],"date-time":"2025-02-19T14:18:05Z","timestamp":1739974685000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78666-2_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031786655","9783031786662"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78666-2_21","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"value":"1865-1348","type":"print"},{"value":"1865-1356","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"20 February 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":"Krakow","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bpm2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/bpm2024.agh.edu.pl\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}