{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T16:40:44Z","timestamp":1760892044459,"version":"build-2065373602"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031822247"},{"type":"electronic","value":"9783031822254"}],"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:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T00:00:00Z","timestamp":1743120000000},"content-version":"vor","delay-in-days":86,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"abstract":"<jats:title>Abstract<\/jats:title>\n          <jats:p>Exploratory process mining aims to better understand event logs. However, this is not a clear-cut procedure and relies heavily on the analyst\u2019s cognitive skills. Research has been conducted to better understand the analyst\u2019s behavior, yet an overview of exhibited behaviors during exploratory process mining is lacking. Such an overview would not only facilitate the direct comparison of empirical findings but would also serve as a recording tool for such process mining behavior. Drawing inspiration from the field of (human) ethology, which studies behavior, this paper presents an ethogram of exploratory process mining behavior, i.e., a catalog of behaviors. Via a systematic analysis of published process mining case studies, we developed an ethogram, consisting of 26 distinct behaviors such as \u201cDiscover process model\u201d, \u201cDefine questions\u201d, and \u201cExplore data\u201d. This ethogram provides insights into analysts\u2019 actions, contributing to a more comprehensive understanding of their role.<\/jats:p>","DOI":"10.1007\/978-3-031-82225-4_43","type":"book-chapter","created":{"date-parts":[[2025,3,30]],"date-time":"2025-03-30T03:00:49Z","timestamp":1743303649000},"page":"586-598","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Towards an\u00a0Ethogram of\u00a0Exploratory Process Mining Behavior"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-6017-323X","authenticated-orcid":false,"given":"Jessica","family":"Van Suetendael","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4735-0609","authenticated-orcid":false,"given":"Beno\u00eet","family":"Depaire","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9171-2403","authenticated-orcid":false,"given":"Mieke","family":"Jans","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3279-3853","authenticated-orcid":false,"given":"Niels","family":"Martin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,3,28]]},"reference":[{"key":"43_CR1","doi-asserted-by":"crossref","unstructured":"Capit\u00e1n-Agudo, C., Salas-Urbano, M., Cabanillas, C., Resinas, M.: Analyzing how process mining reports answer time performance questions. In: International Conference on Business Process Management, pp. 234\u2013250 (2022)","DOI":"10.1007\/978-3-031-16103-2_17"},{"issue":"3","key":"43_CR2","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1002\/kpm.1630","volume":"27","author":"A Corallo","year":"2020","unstructured":"Corallo, A., Lazoi, M., Striani, F.: Process mining and industrial applications: a systematic literature review. Knowl. Process. Manag. 27(3), 225\u2013233 (2020)","journal-title":"Knowl. Process. Manag."},{"key":"43_CR3","doi-asserted-by":"crossref","unstructured":"Dakic, D., Stefanovic, D., Cosic, I., Lolic, T., Medojevic, M.: Business process mining application: a literature review. In: Annals of DAAAM & Proceedings, vol. 29 (2018)","DOI":"10.2507\/29th.daaam.proceedings.125"},{"key":"43_CR4","unstructured":"Immelmann, K., Beer, C.: A dictionary of ethology (1989)"},{"key":"43_CR5","doi-asserted-by":"crossref","unstructured":"Klinkm\u00fcller, C., M\u00fcller, R., Weber, I.: Mining process mining practices: an exploratory characterization of information needs in process analytics. In: Business Process Management: 17th International Conference, BPM 2019, Vienna, Austria, 1\u20136 September 2019, Proceedings 17, pp. 322\u2013337 (2019)","DOI":"10.1007\/978-3-030-26619-6_21"},{"key":"43_CR6","unstructured":"Lehner, P.N.: Handbook of ethological methods (1998)"},{"key":"43_CR7","doi-asserted-by":"crossref","unstructured":"Reinkemeyer, L.: Process mining in action. In: Process Mining in Action Principles, Use Cases and Outlook (2020)","DOI":"10.1007\/978-3-030-40172-6"},{"key":"43_CR8","unstructured":"Salda\u00f1a, J.: The coding manual for qualitative researchers (2021)"},{"key":"43_CR9","doi-asserted-by":"crossref","unstructured":"Sorokina, E., Soffer, P., Hadar, I., Leron, U., Zerbato, F., Weber, B.: PEM4PPM: A cognitive perspective on the process of process mining. In: International Conference on Business Process Management, pp. 465\u2013481 (2023)","DOI":"10.1007\/978-3-031-41620-0_27"},{"key":"43_CR10","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.applanim.2015.04.001","volume":"173","author":"LA Stanton","year":"2015","unstructured":"Stanton, L.A., Sullivan, M.S., Fazio, J.M.: A standardized ethogram for the felidae: a tool for behavioral researchers. Appl. Anim. Behav. Sci. 173, 3\u201316 (2015)","journal-title":"Appl. Anim. Behav. Sci."},{"issue":"4","key":"43_CR11","doi-asserted-by":"publisher","first-page":"900","DOI":"10.1108\/BPMJ-06-2017-0148","volume":"24","author":"M Thiede","year":"2018","unstructured":"Thiede, M., Fuerstenau, D., Bezerra Barquet, A.P.: How is process mining technology used by organizations? A systematic literature review of empirical studies. Bus. Process. Manag. J. 24(4), 900\u2013922 (2018)","journal-title":"Bus. Process. Manag. J."},{"issue":"2","key":"43_CR12","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1177\/1098214005283748","volume":"27","author":"DR Thomas","year":"2006","unstructured":"Thomas, D.R.: A general inductive approach for analyzing qualitative evaluation data. Am. J. Eval. 27(2), 237\u2013246 (2006)","journal-title":"Am. J. Eval."},{"key":"43_CR13","unstructured":"Tukey, J.: Exploratory data analysis (1977)"},{"key":"43_CR14","unstructured":"Van den Spiegel, P., Blevi, L.: Discovery and analysis of the Dutch permitting process (2015)"},{"key":"43_CR15","doi-asserted-by":"publisher","unstructured":"Van Suetendael, J., Depaire, B., Jans, M., Martin, N.: Methodology details of towards an ethogram of exploratory process mining behavior. Zenodo (2024). https:\/\/doi.org\/10.5281\/zenodo.13253995","DOI":"10.5281\/zenodo.13253995"},{"key":"43_CR16","doi-asserted-by":"crossref","unstructured":"Zerbato, F., Soffer, P., Weber, B.: Initial insights into exploratory process mining practices. In: Business Process Management Forum: BPM Forum 2021, Rome, Italy, 06\u201310 September 2021, Proceedings 19, pp. 145\u2013161 (2021)","DOI":"10.1007\/978-3-030-85440-9_9"},{"key":"43_CR17","doi-asserted-by":"crossref","unstructured":"Zerbato, F., Soffer, P., Weber, B.: Process mining practices: Evidence from interviews. In: International Conference on Business Process Management, pp. 268\u2013285. Springer, Cham (2022)","DOI":"10.1007\/978-3-031-16103-2_19"},{"key":"43_CR18","doi-asserted-by":"crossref","unstructured":"Zerbato, F., Koorn, J.J., Beerepoot, I., Weber, B., Reijers, H.A.: On the origin of questions in process mining projects. In: International Conference on Enterprise Design, Operations, and Computing, pp. 165\u2013181 (2022)","DOI":"10.1007\/978-3-031-17604-3_10"},{"key":"43_CR19","doi-asserted-by":"crossref","unstructured":"Zimmermann, L., Zerbato, F., Weber, B.: Process mining challenges perceived by analysts: an interview study. In: International Conference on Business Process Modeling, Development and Support, pp. 3\u201317 (2022)","DOI":"10.1007\/978-3-031-07475-2_1"}],"container-title":["Lecture Notes in Business Information Processing","Process Mining Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-82225-4_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T16:04:34Z","timestamp":1760889874000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-82225-4_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031822247","9783031822254"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-82225-4_43","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"28 March 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Process Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lyngby","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Denmark","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":"14 October 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 October 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpm2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icpmconference.org\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}