{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T15:00:19Z","timestamp":1761490819548,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030204846"},{"type":"electronic","value":"9783030204853"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-20485-3_6","type":"book-chapter","created":{"date-parts":[[2019,6,17]],"date-time":"2019-06-17T23:09:30Z","timestamp":1560812970000},"page":"70-84","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Method of Decision-Making Logic Discovery in the Business Process Textual Data"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4343-9713","authenticated-orcid":false,"given":"Nina","family":"Rizun","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8405-0018","authenticated-orcid":false,"given":"Aleksandra","family":"Revina","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2780-0222","authenticated-orcid":false,"given":"Vera","family":"Meister","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,5,18]]},"reference":[{"key":"6_CR1","unstructured":"Bourgouin, A., Leshob, A., Renard, L.: Towards a process analysis approach to adopt robotic process automation. In: 15th International Conference on e-Business Engineering, Xi\u2019an, pp. 46\u201353. IEEE (2018)"},{"key":"6_CR2","unstructured":"Lowes, P., Cannata, F.R.S., Chitre, S., Barkham, J.: The Business Leader\u2019s Guide to Robotic and Intelligent Automation. Automate This (2016). Deloitte: https:\/\/www2.deloitte.com\/content\/dam\/Deloitte\/nl\/Documents\/operations\/deloitte-nl-operations-the-business-leaders-guide-to-robotic-and-intelligent-automation-automate-this-report.pdf. Accessed 1 Jan 2019"},{"key":"6_CR3","unstructured":"Koorn, J.J., Leopold, H., Reijers, H.A.: A task framework for predicting the effects of automation. In: Twenty-Sixth European Conference on Information Systems Proceedings, Portsmouth (2018)"},{"key":"6_CR4","doi-asserted-by":"publisher","first-page":"1279","DOI":"10.1162\/003355303322552801","volume":"118","author":"DH Autor","year":"2003","unstructured":"Autor, D.H., Levy, F., Murnane, R.J.: The skill content of recent technological change: an empirical exploration. Q. J. Econ. 118, 1279\u20131333 (2003)","journal-title":"Q. J. Econ."},{"issue":"2","key":"6_CR5","first-page":"258","volume":"86","author":"F Levy","year":"1996","unstructured":"Levy, F., Murnane, R.: With what skills are computers a complement? Am. Econ. Rev. 86(2), 258\u2013262 (1996)","journal-title":"Am. Econ. Rev."},{"key":"6_CR6","doi-asserted-by":"crossref","unstructured":"Jetschni, J., Meister, V.G.: Schema engineering for enterprise knowledge graphs - a reflecting survey and case study. In: Conference on Intelligent Computing and Information Systems Proceedings, Cairo, pp. 271\u2013277. IEEE (2017)","DOI":"10.1109\/INTELCIS.2017.8260074"},{"key":"6_CR7","unstructured":"RDF Scheme. https:\/\/www.w3.org\/TR\/rdf-schema\/. Accessed 1 Jan 2019"},{"key":"6_CR8","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"625","DOI":"10.1007\/978-3-319-46254-7_51","volume-title":"Information and Software Technologies","author":"NF Khairova","year":"2016","unstructured":"Khairova, N.F., Petrasova, S., Gautam, A.P.S.: The logical-linguistic model of fact extraction from English texts. In: Dregvaite, G., Damasevicius, R. (eds.) ICIST 2016. CCIS, vol. 639, pp. 625\u2013635. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46254-7_51"},{"key":"6_CR9","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/978-3-319-91704-7_5","volume-title":"Enterprise, Business-Process and Information Systems Modeling","author":"H Leopold","year":"2018","unstructured":"Leopold, H., van der Aa, H., Reijers, H.A.: Identifying candidate tasks for robotic process automation in textual process descriptions. In: Gulden, J., Reinhartz-Berger, I., Schmidt, R., Guerreiro, S., Gu\u00e9dria, W., Bera, P. (eds.) BPMDS\/EMMSAD -2018. LNBIP, vol. 318, pp. 67\u201381. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-91704-7_5"},{"key":"6_CR10","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1007\/978-3-642-30359-3_8","volume-title":"Business Information Systems","author":"H Leopold","year":"2012","unstructured":"Leopold, H., Mendling, J.: Automatic derivation of service candidates from business process model repositories. In: Abramowicz, W., Kriksciuniene, D., Sakalauskas, V. (eds.) BIS 2012. LNBIP, vol. 117, pp. 84\u201395. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-30359-3_8"},{"issue":"2","key":"6_CR11","doi-asserted-by":"publisher","first-page":"1179","DOI":"10.1007\/s10270-017-0649-y","volume":"18","author":"H Leopold","year":"2017","unstructured":"Leopold, H., van der Aa, H., Pittke, F., Raffel, M., Mendling, J., Reijers, H.A.: Searching textual and model-based process descriptions based on a unified data format. Softw. Syst. Model. 18(2), 1179\u20131194 (2017)","journal-title":"Softw. Syst. Model."},{"issue":"4","key":"6_CR12","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"DM Blei","year":"2012","unstructured":"Blei, D.M.: Probabilistic topic models. Commun. ACM 55(4), 77\u201384 (2012)","journal-title":"Commun. ACM"},{"key":"6_CR13","doi-asserted-by":"crossref","unstructured":"Dumais, S.T., Furnas, G.W., Landauer, T.K.: Using latent semantic analysis to improve access to textual information. In: Conference on Human Factors in Computing Proceedings, pp. 281\u2013285. ACM, New York (1988)","DOI":"10.1145\/57167.57214"},{"key":"6_CR14","doi-asserted-by":"crossref","unstructured":"Xinghua, L., Zhixin, M.: Research on the problem of the intuitive decision making. In: The 2nd International Conference on E-Education, E-Business and E-Technology Proceedings, Beijing, pp. 192\u2013196. ACM (2018)","DOI":"10.1145\/3241748.3241785"},{"key":"6_CR15","doi-asserted-by":"publisher","first-page":"167","DOI":"10.4018\/978-1-5225-1656-9.ch009","volume-title":"Strategic Imperatives and Core Competencies in the Era of Robotics and Artificial Intelligence","author":"N Rizun","year":"2017","unstructured":"Rizun, N., Shmelova, T.: Decision-making models of the human-operator as an element of the socio-technical systems. In: Batko, R., Szopa, A. (eds.) Strategic Imperatives and Core Competencies in the Era of Robotics and Artificial Intelligence, pp. 167\u2013204. IGI Global, Hershey (2017)"},{"issue":"5","key":"6_CR16","first-page":"241","volume":"2","author":"N Rizun","year":"2014","unstructured":"Rizun, N., Taranenko, Y.: Simulation models of human decision-making processes. Manage. Dyn. Knowl. Econ. 2(5), 241\u2013264 (2014)","journal-title":"Manage. Dyn. Knowl. Econ."},{"key":"6_CR17","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/j.knosys.2016.03.019","volume":"102","author":"C De Maio","year":"2016","unstructured":"De Maio, C., Fenza, G., Loia, V., Orciuoli, F., Herrera-Viedma, E.: A framework for context-aware heterogeneous group decision-making in business processes. Knowl.-Based Syst. 102, 39\u201350 (2016)","journal-title":"Knowl.-Based Syst."},{"key":"6_CR18","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.compind.2018.08.001","volume":"102","author":"JM P\u00e9rez-\u00c1lvareza","year":"2018","unstructured":"P\u00e9rez-\u00c1lvareza, J.M., Mat\u00e9, A., G\u00f3mez-L\u00f3pez, M.T., Trujillo, J.: Tactical business-process-decision support based on KPIs monitoring and validation. Comput. Ind. 102, 23\u201339 (2018)","journal-title":"Comput. Ind."},{"key":"6_CR19","unstructured":"Chibelushi, C., Thelwall, M.: Text mining for meeting transcript analysis to extract key decision elements. In: International MultiConference of Engineers and Computer Scientists Proceedings, IMECS, Hong Kong (2009)"},{"key":"6_CR20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-49851-4","volume-title":"Process Mining","author":"W van der Aalst","year":"2016","unstructured":"van der Aalst, W.: Process Mining. Springer, Heidelberg (2016). https:\/\/doi.org\/10.1007\/978-3-662-49851-4"},{"key":"6_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"420","DOI":"10.1007\/11841760_33","volume-title":"Business Process Management","author":"A Rozinat","year":"2006","unstructured":"Rozinat, A., van der Aalst, W.: Decision mining in ProM. In: Dustdar, S., Fiadeiro, J.L., Sheth, A.P. (eds.) BPM 2006. LNCS, vol. 4102, pp. 420\u2013425. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11841760_33"},{"key":"6_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1007\/978-3-642-04143-3_19","volume-title":"Multiagent System Technologies","author":"C Guttmann","year":"2009","unstructured":"Guttmann, C.: Towards a taxonomy of decision making problems in multi-agent systems. In: Braubach, L., van der Hoek, W., Petta, P., Pokahr, A. (eds.) MATES 2009. LNCS (LNAI), vol. 5774, pp. 195\u2013201. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-04143-3_19"},{"issue":"1","key":"6_CR23","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1108\/00251740610641508","volume":"44","author":"CM Scherpereel","year":"2006","unstructured":"Scherpereel, C.M.: Decision orders: a decision taxonomy. Manag. Decis. 44(1), 123\u2013136 (2006)","journal-title":"Manag. Decis."},{"issue":"1","key":"6_CR24","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1504\/IJESB.2009.021610","volume":"7","author":"P Gibcus","year":"2009","unstructured":"Gibcus, P., Vermeulen, P.A., de Jong, J.P.: Strategic decision making in small firms: a taxonomy of small business owners. Entrepreneurship Small Bus. 7(1), 74\u201391 (2009)","journal-title":"Entrepreneurship Small Bus."},{"issue":"1","key":"6_CR25","doi-asserted-by":"publisher","first-page":"75","DOI":"10.2307\/25148625","volume":"78","author":"AR Hevner","year":"2004","unstructured":"Hevner, A.R., March, S.T., Park, J., Ram, S.: Design science in information systems research. MIS Q. 78(1), 75\u2013105 (2004)","journal-title":"MIS Q."},{"issue":"5","key":"6_CR26","first-page":"1189","volume":"34","author":"MQ Patton","year":"1999","unstructured":"Patton, M.Q.: Enhancing the quality and credibility of qualitative analysis. Health Serv. Res. 34(5), 1189\u20131208 (1999)","journal-title":"Health Serv. Res."},{"issue":"2","key":"6_CR27","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1086\/499972","volume":"24","author":"A Spitz-Oener","year":"2006","unstructured":"Spitz-Oener, A.: Technical change, job tasks, and rising educational demands: looking outside the wage structure. J. Labor Econ. 24(2), 235\u2013270 (2006)","journal-title":"J. Labor Econ."},{"key":"6_CR28","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1007\/978-3-319-69548-8_5","volume-title":"Knowledge Engineering and Semantic Web","author":"N Rizun","year":"2017","unstructured":"Rizun, N., Taranenko, Y., Waloszek, W.: The algorithm of modelling and analysis of latent semantic relations: linear algebra vs. probabilistic topic models. In: R\u00f3\u017cewski, P., Lange, C. (eds.) KESW 2017. CCIS, vol. 786, pp. 53\u201368. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-69548-8_5"},{"issue":"12","key":"6_CR29","doi-asserted-by":"publisher","first-page":"53","DOI":"10.3390\/info9120307","volume":"9","author":"N Rizun","year":"2018","unstructured":"Rizun, N., Taranenko, Y., Waloszek, W.: Improving the accuracy in sentiment classification in the light of modelling the latent semantic relations. Information 9(12), 53\u201368 (2018)","journal-title":"Information"},{"key":"6_CR30","unstructured":"OMG: Decision Model and Notation (DMN) \u2013 Version 1.1. Object Management Group, Needham (2016)"},{"key":"6_CR31","unstructured":"OMG: Business Process Model and Notation (BPMN) \u2013 Version 2.0.2. Object Management Group, Needham (2013)"},{"key":"6_CR32","unstructured":"OMG: Case Management Model and Notation (CMMN) \u2013 Version 1.1. Object Management Group, Needham (2016)"}],"container-title":["Lecture Notes in Business Information Processing","Business Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-20485-3_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T13:42:31Z","timestamp":1710250951000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-20485-3_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030204846","9783030204853"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-20485-3_6","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"18 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Business Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Seville","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 June 2019","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":"bis2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/bis.ue.poznan.pl\/","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":"223","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":"67","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":"30% - 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":"2,5","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":"4","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":"From the BIS workshops 57 papers were accepted from 139 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)"}}]}}