{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T19:36:40Z","timestamp":1772048200033,"version":"3.50.1"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030332310","type":"print"},{"value":"9783030332327","type":"electronic"}],"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\/978-3-030-33232-7_13","type":"book-chapter","created":{"date-parts":[[2019,10,12]],"date-time":"2019-10-12T07:40:02Z","timestamp":1570866002000},"page":"154-164","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Using Process Mining (PM) and Epistemic Network Analysis (ENA) for Comparing Processes of Collaborative Problem Regulation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8801-1016","authenticated-orcid":false,"given":"Nadine","family":"Melzner","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9586-5714","authenticated-orcid":false,"given":"Martin","family":"Greisel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2131-3749","authenticated-orcid":false,"given":"Markus","family":"Dresel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9257-5028","authenticated-orcid":false,"given":"Ingo","family":"Kollar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,10,11]]},"reference":[{"issue":"4","key":"13_CR1","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1007\/s11412-018-9292-z","volume":"13","author":"A Csanadi","year":"2018","unstructured":"Csanadi, A., Eagan, B., Kollar, I., Shaffer, D.W., Fischer, F.: When coding-and-counting is not enough: using epistemic network analysis (ENA) to analyze verbal data in CSCL research. Int. J. Comput.-Support. Collaborative Learn. 13(4), 419\u2013438 (2018). https:\/\/doi.org\/10.1007\/s11412-018-9292-z","journal-title":"Int. J. Comput.-Support. Collaborative Learn."},{"key":"13_CR2","first-page":"65","volume-title":"Handbook of Self-regulation of Learning and Performance","author":"AF Hadwin","year":"2011","unstructured":"Hadwin, A.F., J\u00e4rvel\u00e4, S., Miller, M.: Self-regulated, co-regulated, and socially shared regulation of learning. In: Zimmerman, B., Schunk, D. (eds.) Handbook of Self-regulation of Learning and Performance, pp. 65\u201384. Routledge, New York (2011)"},{"issue":"2","key":"13_CR3","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1007\/s11409-013-9107-6","volume":"9","author":"M Bannert","year":"2014","unstructured":"Bannert, M., Reimann, P., Sonnenberg, C.: Process mining techniques for analysing patterns and strategies in students\u2019 self-regulated learning. Metacognition Learn. 9(2), 161\u2013185 (2014). https:\/\/doi.org\/10.1007\/s11409-013-9107-6","journal-title":"Metacognition Learn."},{"key":"13_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1007\/978-3-319-69462-7_4","volume-title":"On the Move to Meaningful Internet Systems","author":"A Bolt","year":"2017","unstructured":"Bolt, A., van der Aalst, W.M.P., de Leoni, M.: Finding process variants in event logs. In: Panetto, H., et al. (eds.) On the Move to Meaningful Internet Systems. Lecture Notes in Computer Science, vol. 10573, pp. 45\u201352. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-69462-7_4"},{"key":"13_CR5","volume-title":"Quantitative Ethnography","author":"DW Shaffer","year":"2017","unstructured":"Shaffer, D.W.: Quantitative Ethnography. Cathcart Press, Madison (2017)"},{"issue":"5","key":"13_CR6","doi-asserted-by":"publisher","first-page":"835","DOI":"10.1016\/j.amjsurg.2017.11.027","volume":"216","author":"AR Ruis","year":"2018","unstructured":"Ruis, A.R., Rosser, A.A., Quandt-Walle, C., Nathwani, J.N., Shaffer, D.W., Pugh, C.M.: The hands and head of a surgeon: Modeling operative competency with multimodal epistemic network analysis. Am. J. Surg. 216(5), 835\u2013840 (2018). https:\/\/doi.org\/10.1016\/j.amjsurg.2017.11.027","journal-title":"Am. J. Surg."},{"key":"13_CR7","doi-asserted-by":"publisher","DOI":"10.1111\/bjet.12751","author":"S Zhang","year":"2019","unstructured":"Zhang, S., Liu, Q., Cai, Z.: Exploring primary school teachers\u2019 technological pedagogical content knowledge (TPACK) in online collaborative discourse: an epistemic network analysis. Br. J. Edu. Technol. (2019). https:\/\/doi.org\/10.1111\/bjet.12751","journal-title":"Br. J. Edu. Technol."},{"issue":"6","key":"13_CR8","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1016\/S0883-0355(99)00014-2","volume":"31","author":"M Boekaerts","year":"1999","unstructured":"Boekaerts, M.: Self-regulated learning: where we are today. Int. J. Educ. Res. 31(6), 445\u2013457 (1999). https:\/\/doi.org\/10.1016\/S0883-0355(99)00014-2","journal-title":"Int. J. Educ. Res."},{"key":"13_CR9","first-page":"1","volume-title":"Handbuch Lernstrategien","author":"HF Friedrich","year":"2006","unstructured":"Friedrich, H.F., Mandl, H.: Lernstrategien: Zur Strukturierung des Forschungsfeldes. In: Mandl, H., Friedrich, H.F. (eds.) Handbuch Lernstrategien, pp. 1\u201323. Hogrefe, G\u00f6ttingen (2006)"},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Hadwin, A., Oshige, M.: Self-regulation, coregulation, and socially shared regulation: exploring perspectives of social in self-regulated learning theory. Teachers Coll. Rec. 113(2), 240\u2013264 (2011)","DOI":"10.1177\/016146811111300204"},{"key":"13_CR11","unstructured":"Janssenswillen, G.: bupaR: Business Process Analysis in R. R package version 0.4.2 (2019)"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Marquart, C.L., Hinojosa, C., Swiecki, Z., Shaffer, D.W.: Epistemic network analysis version 0.1.0 (2018)","DOI":"10.32614\/CRAN.package.rENA"},{"issue":"2","key":"13_CR13","doi-asserted-by":"publisher","first-page":"171","DOI":"10.14456\/sjst-psu.2016.23","volume":"38","author":"N Dureh","year":"2016","unstructured":"Dureh, N., Choonpradub, C., Tongkumchum, P.: An alternative method for logistics regression on contingency tables with zero cell counts. Songklanakarin J. Sci. Technol. 38(2), 171\u2013176 (2016). https:\/\/doi.org\/10.14456\/sjst-psu.2016.23","journal-title":"Songklanakarin J. Sci. Technol."},{"key":"13_CR14","unstructured":"Melzner, N., Greisel, M., Dresel, M., Kollar, I.: Effective regulation in collaborative learning: an attempt to determine the fit of regulation challenges and strategies (long paper). In: Lund, K., Niccolai, G., Lavou\u00e9, E., Hmelo-Silver, C., Gweon, G., Baker, M. (eds.) A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings: Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, CSCL, vol. 1, pp. 312\u2013319. International Society of the Learning Sciences, Lyon (2019)"},{"key":"13_CR15","unstructured":"Marquart, C.L., Swiecki, Z., Collier, W., Eagan, B., Woodward, R., Shaffer, D.W.: rENA: epistemic network analysis. R package version 0.1.6.1 (2019)"}],"container-title":["Communications in Computer and Information Science","Advances in Quantitative Ethnography"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-33232-7_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T22:47:07Z","timestamp":1721861227000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-33232-7_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030332310","9783030332327"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-33232-7_13","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"11 October 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICQE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Quantitative Ethnography","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Madison, WI","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","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":"20 October 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 October 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icqe2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/icqe19.org\/","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":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"52","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":"23","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":"9","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":"44% - 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":"3.5","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":"2","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":"Poster: 18","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)"}}]}}