{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T13:54:45Z","timestamp":1791986085573,"version":"4.4.0"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030754174","type":"print"},{"value":"9783030754181","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-75418-1_4","type":"book-chapter","created":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T15:04:51Z","timestamp":1619795091000},"page":"62-83","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Using Image Mining Techniques from a Business Process Perspective"],"prefix":"10.1007","author":[{"given":"Myriel","family":"Fichtner","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefan","family":"Sch\u00f6nig","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefan","family":"Jablonski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,5,1]]},"reference":[{"key":"4_CR1","first-page":"1119","volume":"2","author":"A Ahmadikatouli","year":"2011","unstructured":"Ahmadikatouli, A., Aboutalebi, M.: New evolutionary approach to business process model optimization. Int. MultiConf. Eng. Comput. Sci. 2, 1119\u20131122 (2011)","journal-title":"Int. MultiConf. Eng. Comput. Sci."},{"key":"4_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1007\/3-540-45594-9_3","volume-title":"Business Process Management","author":"J Becker","year":"2000","unstructured":"Becker, J., Rosemann, M., von Uthmann, C.: Guidelines of business process modeling. In: van der Aalst, W., Desel, J., Oberweis, A. (eds.) Business Process Management. LNCS, vol. 1806, pp. 30\u201349. Springer, Heidelberg (2000). https:\/\/doi.org\/10.1007\/3-540-45594-9_3"},{"key":"4_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1007\/978-3-540-75183-0_7","volume-title":"Business Process Management","author":"R Bobrik","year":"2007","unstructured":"Bobrik, R., Reichert, M., Bauer, T.: View-based process visualization. In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, pp. 88\u201395. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-75183-0_7"},{"key":"4_CR4","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1016\/j.eswa.2016.08.040","volume":"65","author":"A Burattin","year":"2016","unstructured":"Burattin, A., Maggi, F.M., Sperduti, A.: Conformance checking based on multi-perspective declarative process models. Expert Syst. Appl. 65, 194\u2013211 (2016)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"4_CR5","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1142\/S1609945104000152","volume":"5","author":"A Collins","year":"2004","unstructured":"Collins, A., Baccarini, D.: Project success - a survey. J. Const. Res. 5(2), 211\u2013231 (2004)","journal-title":"J. Const. Res."},{"key":"4_CR6","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/978-3-662-56509-4_9","volume-title":"Fundamentals of Business Process Management","author":"M Dumas","year":"2018","unstructured":"Dumas, M., La Rosa, M., Mendling, J., Reijers, H.A.: Process-aware information systems. Fundamentals of Business Process Management, pp. 341\u2013369. Springer, Heidelberg (2018). https:\/\/doi.org\/10.1007\/978-3-662-56509-4_9"},{"key":"4_CR7","doi-asserted-by":"crossref","unstructured":"Fichtner, M., Sch\u00f6nig, S., Jablonski, S.: Process management enhancement by using image mining techniques: a position paper. In: ICEIS 2020, vol. 1, pp. 249\u2013255 (2020)","DOI":"10.5220\/0009573502490255"},{"key":"4_CR8","unstructured":"Foschi, P. G., Kolippakkam, D., Liu, H.: Feature extraction for image mining. In: Multimedia Information Systems, pp. 103\u2013109 (2002)"},{"issue":"2","key":"4_CR9","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1023\/A:1011139719773","volume":"13","author":"G Giaglis","year":"2001","unstructured":"Giaglis, G.: A taxonomy of business process modeling and information systems modeling techniques. Int. J. Flex. Manufact. Syst. 13(2), 209\u2013228 (2001)","journal-title":"Int. J. Flex. Manufact. Syst."},{"key":"4_CR10","first-page":"19","volume":"637","author":"A Gounaris","year":"2016","unstructured":"Gounaris, A.: Towards automated performance optimization of BPMN business processes. Commun. Comput. Inf. Sci. 637, 19\u201328 (2016)","journal-title":"Commun. Comput. Inf. Sci."},{"issue":"2","key":"4_CR11","first-page":"7","volume":"1","author":"R Kumar","year":"2012","unstructured":"Kumar, R., Verma, R.: Classification algorithms for data mining: a survey. Int. J. Innov. Eng. Technol. (IJIET) 1(2), 7\u201314 (2012)","journal-title":"Int. J. Innov. Eng. Technol. (IJIET)"},{"issue":"2","key":"4_CR12","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1109\/TII.2011.2124467","volume":"7","author":"M La Rosa","year":"2011","unstructured":"La Rosa, M., Ter Hofstede, A.H., Wohed, P.: Process model abstraction: managing process model complexity via concrete syntax modifications. IEEE Trans. Indus. Inf. 7(2), 255\u2013265 (2011)","journal-title":"IEEE Trans. Indus. Inf."},{"key":"4_CR13","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/1-84628-269-1_2","volume-title":"Condition Monitoring and Control for Intelligent Manufacturing","author":"DE Lee","year":"2006","unstructured":"Lee, D.E., Hwang, I., Valente, C.: Precision manufacturing process monitoring with acoustic emission. In: Wang, L., Gao, R.X. (eds.) Condition Monitoring and Control for Intelligent Manufacturing, pp. 33\u201354. Springer, London (2006). https:\/\/doi.org\/10.1007\/1-84628-269-1_2"},{"issue":"3","key":"4_CR14","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1109\/41.141618","volume":"39","author":"J Manigel","year":"1992","unstructured":"Manigel, J., Leonhard, W.: Vehicle control by computer vision. IEEE Trans. Indus. Electron. 39(3), 181\u2013188 (1992)","journal-title":"IEEE Trans. Indus. Electron."},{"key":"4_CR15","doi-asserted-by":"crossref","unstructured":"Min, H., Shuangyuan, Y.: Overview of image mining research. In: ICCSE 2010\u20135th International Conference on Computer Science and Education, Final Program and Book of Abstracts, pp. 1868\u20131970 (2010)","DOI":"10.1109\/ICCSE.2010.5593813"},{"key":"4_CR16","unstructured":"Niedermann, F., Radesch\u00fctz S., Mitschang, B.: Deep business optimization: a platform for automated process optimization. In: INFORMATIK 2010 - Business Process and Service Science, Proceedings of ISSS and BPSC, pp. 168\u2013180 (2010)"},{"key":"4_CR17","unstructured":"Ordonez, C., Omiecinski, E.R.: Image mining: a new approach for data mining. Georgia Institute of Technology (1998)"},{"issue":"7","key":"4_CR18","first-page":"1","volume":"2002","author":"H Paulo","year":"2002","unstructured":"Paulo, H., Davies, R., Correia, B.: A machine vision quality control system for industrial acrylic fibre production. EURASIP J. Adv. Signal Process. 2002(7), 1\u20138 (2002)","journal-title":"EURASIP J. Adv. Signal Process."},{"key":"4_CR19","unstructured":"Polyvyanyy, A., Smirnov, S., Weske, M.: Reducing complexity of large EPCs. In: Modellierung betrieblicher Informationssysteme (MobIS 2008), Gesellschaft f\u00fcr Informatik e.V., Bonn, pp. 195\u2013207 (2008)"},{"key":"4_CR20","doi-asserted-by":"crossref","unstructured":"Polyvyanyy, A., Smirnov, S., Weske, M.: Process model abstraction: a slider approach. In: 2008 12th International IEEE Enterprise Distributed Object Computing Conference, pp. 325\u2013331. IEEE (2008)","DOI":"10.1109\/EDOC.2008.17"},{"issue":"3","key":"4_CR21","doi-asserted-by":"publisher","first-page":"218","DOI":"10.1007\/s10043-010-0039-y","volume":"17","author":"T Pryk\u00e4ri","year":"2010","unstructured":"Pryk\u00e4ri, T., Czajkowski, J., Alarousu, E.: Optical coherence tomography as an accurate inspection and quality evaluation technique in paper industry. Opt. Rev. 17(3), 218\u2013222 (2010)","journal-title":"Opt. Rev."},{"key":"4_CR22","doi-asserted-by":"crossref","unstructured":"Reichert, M., Kolb, J., Bobrik, R.: Enabling personalized visualization of large business processes through parameterizable views. In: Proceedings of the 27th Annual ACM Symposium on Applied Computing - SAC 2012, pp. 1653\u20131660 (2012)","DOI":"10.1145\/2245276.2232043"},{"key":"4_CR23","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1002\/aic.690490214","volume":"49","author":"W Rooney","year":"2003","unstructured":"Rooney, W., Biegler, L.: Optimal process design with model parameter uncertainty and process variability. AIChE J. 49, 438\u2013449 (2003)","journal-title":"AIChE J."},{"key":"4_CR24","doi-asserted-by":"crossref","unstructured":"Salda$$\\tilde{n}$$a, E., Siche, R., Luj\u00e1n, M.: Computer vision applied to the inspection and quality control of fruits and vegetables. Braz. J. Food Technol. 16(4), 254\u2013272 (2013)","DOI":"10.1590\/S1981-67232013005000031"},{"key":"4_CR25","series-title":"Smart Innovation, Systems and Technologies","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1007\/978-3-319-39627-9_38","volume-title":"Intelligent Decision Technologies 2016","author":"R Schmidt","year":"2016","unstructured":"Schmidt, R., M\u00f6hring, M., Zimmermann, A., H\u00e4rting, R.-C., Keller, B.: Potentials of image mining for business process management. In: Czarnowski, I., Caballero, A.M., Howlett, R.J., Jain, L.C. (eds.) Intelligent Decision Technologies 2016. SIST, vol. 57, pp. 429\u2013440. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-39627-9_38"},{"issue":"1","key":"4_CR26","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s10619-011-7088-5","volume":"30","author":"S Smirnov","year":"2012","unstructured":"Smirnov, S., Reijers, H.A., Weske, M.: Business process model abstraction: a definition, catalog, and survey. Distrib. Parallel Databases 30(1), 63\u201399 (2012)","journal-title":"Distrib. Parallel Databases"},{"key":"4_CR27","unstructured":"Van der Aaalst, W.M.P., Adriansyah, A., De Medeiros, A.K.A.: Process mining manifesto. In: International Conference on Business Process Management, pp. 169\u2013194 (2011)"},{"key":"4_CR28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-49851-4","volume-title":"Process Mining - Data Science in Action","author":"WMP Van der Aaalst","year":"2016","unstructured":"Van der Aaalst, W.M.P.: Process Mining - Data Science in Action, 2nd edn. Springer, Berlin, Heidelberg (2016)","edition":"2"},{"key":"4_CR29","unstructured":"Wiedmann, P.: Agiles Gesch\u00e4ftsprozessmanagement auf Basis gebrauchssprachlicher Modellierung. Doctoral dissertation, University of Bayreuth (2017)"},{"key":"4_CR30","unstructured":"Yanai, K.: Web image mining toward generic image recognition. In: Poster Proceedings. 12th International World Wide Web Conference, pp. 1\u20136 (2003)"},{"key":"4_CR31","unstructured":"Zhang, J., Hsu, W., Lee, M.: Image mining: issues, frameworks and techniques. In: Proceedings of the 2nd ACM SIGKDD International Workshop on Multimedia Data Mining (MDM\/KDD 2001), pp. 1\u20137 (2016)"},{"key":"4_CR32","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1023\/A:1015508302797","volume":"19","author":"J Zhang","year":"2002","unstructured":"Zhang, J., Hsu, W., Lee, M.: Image mining: trends and developments. J. Intell. Inf. Syst. 19, 7\u201323 (2002)","journal-title":"J. Intell. Inf. Syst."}],"container-title":["Lecture Notes in Business Information Processing","Enterprise Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-75418-1_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T15:21:10Z","timestamp":1623770470000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-75418-1_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030754174","9783030754181"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-75418-1_4","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"value":"1865-1348","type":"print"},{"value":"1865-1356","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"1 May 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICEIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Enterprise Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 May 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 May 2020","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":"iceis2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iceis.org\/?y=2020","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"PRIMORIS","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"255","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":"90","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":"37","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":"35% - 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":"4","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}