{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T18:23:16Z","timestamp":1747333396100,"version":"3.40.3"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031704444"},{"type":"electronic","value":"9783031704451"}],"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\/978-3-031-70445-1_12","type":"book-chapter","created":{"date-parts":[[2024,8,31]],"date-time":"2024-08-31T12:03:13Z","timestamp":1725105793000},"page":"185-199","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Democratizing Robotic Process Mining: A\u00a0Conceptual Framework for\u00a0User Actions, Tasks, and\u00a0RPA Bots"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7501-9780","authenticated-orcid":false,"given":"Tom","family":"Hohenadl","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9274-3271","authenticated-orcid":false,"given":"Maximilian","family":"V\u00f6lker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-2532-2132","authenticated-orcid":false,"given":"Christian","family":"Stummeyer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3346-2442","authenticated-orcid":false,"given":"Mathias","family":"Weske","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,9,1]]},"reference":[{"key":"12_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2024.102386","volume":"124","author":"L Abb","year":"2024","unstructured":"Abb, L., Rehse, J.R.: Process-related user interaction logs: state of the art, reference model, and object-centric implementation. Inf. Syst. 124, 102386 (2024). https:\/\/doi.org\/10.1016\/j.is.2024.102386","journal-title":"Inf. Syst."},{"key":"12_CR2","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1007\/978-3-030-58779-6_8","volume-title":"Business Process Management: Blockchain and Robotic Process Automation Forum","author":"S Agostinelli","year":"2020","unstructured":"Agostinelli, S., Lupia, M., Marrella, A., Mecella, M.: Automated generation of executable RPA scripts from user interface logs. In: Asatiani, A., et al. (eds.) BPM 2020. LNBIP, vol. 393, pp. 116\u2013131. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-58779-6_8"},{"key":"12_CR3","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1007\/978-3-030-79108-7_16","volume-title":"Intelligent Information Systems","author":"S Agostinelli","year":"2021","unstructured":"Agostinelli, S., Lupia, M., Marrella, A., Mecella, M.: SmartRPA: a tool to reactively synthesize software robots from user interface logs. In: Nurcan, S., Korthaus, A. (eds.) CAiSE 2021. LNBIP, vol. 424, pp. 137\u2013145. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-79108-7_16"},{"key":"12_CR4","doi-asserted-by":"publisher","unstructured":"Agostinelli, S., Marrella, A., Mecella, M.: 11 automated segmentation of user interface logs. In: Czarnecki, C., Fettke, P. (eds.) Robotic Process Automation, pp. 201\u2013222. De Gruyter (2021). https:\/\/doi.org\/10.1515\/9783110676693-011","DOI":"10.1515\/9783110676693-011"},{"key":"12_CR5","doi-asserted-by":"publisher","unstructured":"Devaurs, D., Rath, A.S., Lindstaedt, S.N.: Exploiting the user interaction context for automatic task detection. Appl. Artif. Intell. 26(1-2), 58\u201380 (2012). https:\/\/doi.org\/10.1080\/08839514.2012.629522","DOI":"10.1080\/08839514.2012.629522"},{"key":"12_CR6","doi-asserted-by":"publisher","unstructured":"Dumas, M., La Rosa, M., Leno, V., Polyvyanyy, A., Maggi, F.M.: Robotic process mining. In: van der Aalst, W.M.P., Carmona, J. (eds.) Process Mining Handbook. LNBIP, vol.\u00a0448, pp. 468\u2013491. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-08848-3_16","DOI":"10.1007\/978-3-031-08848-3_16"},{"key":"12_CR7","unstructured":"Fersht, P., HFS Research: Robotic process automation (RPA) market revenues worldwide from 2017 to 2023. https:\/\/www.statista.com\/statistics\/740440\/worldwide-robotic-process-automation-market-size\/"},{"key":"12_CR8","unstructured":"Gangemi, A., Borgo, S., Catenacci, C., Lehmann, J.: Task taxonomies for knowledge content: Metokis deliverable D07 (2004)"},{"key":"12_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1007\/978-3-030-33246-4_6","volume-title":"On the Move to Meaningful Internet Systems: OTM 2019 Conferences","author":"J Gao","year":"2019","unstructured":"Gao, J., van Zelst, S.J., Lu, X., van der Aalst, W.M.P.: Automated robotic process automation: a self-learning approach. In: Panetto, H., Debruyne, C., Hepp, M., Lewis, D., Ardagna, C.A., Meersman, R. (eds.) OTM 2019. LNCS, vol. 11877, pp. 95\u2013112. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-33246-4_6"},{"key":"12_CR10","unstructured":"Kitchenham, B.: Procedures for performing systematic reviews (2004)"},{"key":"12_CR11","unstructured":"Leno, V., Augusto, A., Dumas, M., La Rosa, M., Maggi, F.M., Polyvyanyy, A.: Discovering executable routine specifications from user interaction logs. http:\/\/arxiv.org\/pdf\/2106.13446v1"},{"key":"12_CR12","unstructured":"Leno, V., Deviatykh, S., Polyvyanyy, A., La Rosa, M., Dumas, M., Maggi, F.M.: Robidium: automated synthesis of robotic process automation scripts from UI logs. In: van\u00a0der Aalst, W.M.P., et al. (eds.) BPM 2020 Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track. CEUR Workshop Proceedings, vol.\u00a02673, pp. 102\u2013106. CEUR-WS.org (2020)"},{"key":"12_CR13","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/s12599-020-00641-4","volume":"63","author":"V Leno","year":"2021","unstructured":"Leno, V., Polyvyanyy, A., Dumas, M., La Rosa, M., Maggi, F.M.: Robotic process mining: vision and challenges. Bus. Inf. Syst. Eng. 63, 301\u2013314 (2021). https:\/\/doi.org\/10.1007\/s12599-020-00641-4","journal-title":"Bus. Inf. Syst. Eng."},{"key":"12_CR14","unstructured":"Leno, V., Polyvyanyy, A., La Rosa, M., Dumas, M., Maggi, F.M.: Action logger: enabling process mining for robotic process automation. In: Depaire, B., et al. (eds.) BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track. CEUR Workshop Proceedings, vol.\u00a02420, pp. 124\u2013128. CEUR-WS.org (2019)"},{"key":"12_CR15","unstructured":"Linn, C., Zimmermann, P., Werth, D.: Desktop activity mining - a new level of detail in mining business processes. In: Czarnecki, C., et al. (eds.) Workshops der INFORMATIK 2018. LNI, K\u00f6llen Druck+Verlag GmbH (2018). https:\/\/dl.gi.de\/handle\/20.500.12116\/17225"},{"key":"12_CR16","unstructured":"Mayr, A., Herm, L.V., Wanner, J., Janiesch, C.: Applications and challenges of task mining: a literature review. In: Beck, R., et al. (eds.) 30th European Conference on Information Systems (ECIS 2022). AIS (2022). https:\/\/aisel.aisnet.org\/ecis2022_rip\/55"},{"issue":"3","key":"12_CR17","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1057\/ejis.2012.26","volume":"22","author":"RC Nickerson","year":"2013","unstructured":"Nickerson, R.C., Varshney, U., Muntermann, J.: A method for taxonomy development and its application in information systems. Eur. J. Inf. Syst. 22(3), 336\u2013359 (2013). https:\/\/doi.org\/10.1057\/ejis.2012.26","journal-title":"Eur. J. Inf. Syst."},{"key":"12_CR18","series-title":"International Handbooks on Information Systems","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1007\/978-3-540-92673-3_17","volume-title":"Handbook on Ontologies","author":"D Oberle","year":"2009","unstructured":"Oberle, D., Grimm, S., Staab, S.: An ontology for software. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies. IHIS, pp. 383\u2013402. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-540-92673-3_17"},{"key":"12_CR19","doi-asserted-by":"publisher","unstructured":"Oliver, N., Smith, G., Thakkar, C., Surendran, A.C.: Swish: semantic analysis of window titles and switching history. In: Edmonds, E., et al. (eds.) Proceedings of the 11th International Conference on Intelligent User Interfaces, pp. 194\u2013201. ACM, New York (2006). https:\/\/doi.org\/10.1145\/1111449.1111492","DOI":"10.1145\/1111449.1111492"},{"key":"12_CR20","doi-asserted-by":"publisher","unstructured":"Park, S., Lee, S.: Diaganalyzer: user behavior analysis and visualization using windows diagnostics logs. Forensic Sci. Int. Digit. Investig. 43, 301450 (2022). https:\/\/doi.org\/10.1016\/j.fsidi.2022.301450","DOI":"10.1016\/j.fsidi.2022.301450"},{"key":"12_CR21","doi-asserted-by":"publisher","unstructured":"Paulheim, H.: Ontology-Based Application Integration. Springer, New York (2011). https:\/\/doi.org\/10.1007\/978-1-4614-1430-8","DOI":"10.1007\/978-1-4614-1430-8"},{"key":"12_CR22","doi-asserted-by":"publisher","unstructured":"Plattfaut, R., Borghoff, V., Godefroid, M., Koch, J., Trampler, M., Coners, A.: The critical success factors for robotic process automation. Comput. Ind. 138, 103646 (2022). https:\/\/doi.org\/10.1016\/j.compind.2022.103646","DOI":"10.1016\/j.compind.2022.103646"},{"key":"12_CR23","doi-asserted-by":"publisher","unstructured":"Pr\u016fcha, P., Madz\u00edk, P.: SiDiTeR: Similarity discovering techniques for robotic process automation. In: K\u00f6pke, J., et al. (eds.) Business Process Management: Blockchain, Robotic Process Automation and Educators Forum. LNBIP, vol.\u00a0491, pp. 106\u2013119. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-43433-4_7","DOI":"10.1007\/978-3-031-43433-4_7"},{"key":"12_CR24","doi-asserted-by":"publisher","unstructured":"Rebmann, A., van der Aa, H.: Unsupervised task recognition from user interaction streams. In: Indulska, M., et al. (eds.) Advanced Information Systems Engineering. LNCS, vol. 13901, pp. 141\u2013157. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-34560-9_9","DOI":"10.1007\/978-3-031-34560-9_9"},{"key":"12_CR25","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-023-00848-1","author":"JR Rehse","year":"2024","unstructured":"Rehse, J.R., Abb, L., Berg, G., Bormann, C., Kampik, T., Warmuth, C.: User behavior mining. Bus. Inf. Syst. Eng. (2024). https:\/\/doi.org\/10.1007\/s12599-023-00848-1","journal-title":"Bus. Inf. Syst. Eng."},{"key":"12_CR26","doi-asserted-by":"publisher","unstructured":"Schmidt, B., Kastl, J., Stoitsev, T., M\u00fchlh\u00e4user, M.: Hierarchical task instance mining in interaction histories. In: Protopsaltis, A., et al. (eds.) Proceedings of the 29th ACM International Conference on Design of Communication, pp. 99\u2013106. ACM, New York (2011). https:\/\/doi.org\/10.1145\/2038476.2038495","DOI":"10.1145\/2038476.2038495"},{"key":"12_CR27","doi-asserted-by":"publisher","unstructured":"Syed, R., et al.: Robotic process automation: contemporary themes and challenges. Comput. Ind. 115, 103162 (2020). https:\/\/doi.org\/10.1016\/j.compind.2019.103162","DOI":"10.1016\/j.compind.2019.103162"},{"issue":"4","key":"12_CR28","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1007\/s12599-018-0542-4","volume":"60","author":"WMP van der Aalst","year":"2018","unstructured":"van der Aalst, W.M.P., Bichler, M., Heinzl, A.: Robotic process automation. Bus. Inf. Syst. Eng. 60(4), 269\u2013272 (2018). https:\/\/doi.org\/10.1007\/s12599-018-0542-4","journal-title":"Bus. Inf. Syst. Eng."},{"key":"12_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-030-89022-3_1","volume-title":"Conceptual Modeling","author":"M V\u00f6lker","year":"2021","unstructured":"V\u00f6lker, M., Weske, M.: Conceptualizing bots in robotic process automation. In: Ghose, A., Horkoff, J., Silva Souza, V.E., Parsons, J., Evermann, J. (eds.) ER 2021. LNCS, vol. 13011, pp. 3\u201313. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-89022-3_1"}],"container-title":["Lecture Notes in Business Information Processing","Business Process Management: Blockchain, Robotic Process Automation, Central and Eastern European, Educators and Industry Forum"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-70445-1_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,31]],"date-time":"2024-08-31T12:05:07Z","timestamp":1725105907000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-70445-1_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031704444","9783031704451"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-70445-1_12","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"1 September 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":"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"}}]}}