{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T17:12:02Z","timestamp":1778001122595,"version":"3.51.4"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004359","name":"Swedish Research Council","doi-asserted-by":"publisher","award":["2020-05000"],"award-info":[{"award-number":["2020-05000"]}],"id":[{"id":"10.13039\/501100004359","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004063","name":"Knut and Alice Wallenberg Foundation","doi-asserted-by":"publisher","award":["KAW 2019.0024"],"award-info":[{"award-number":["KAW 2019.0024"]}],"id":[{"id":"10.13039\/501100004063","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Takanori Fujiwara"},{"DOI":"10.13039\/501100003945","name":"Link\u00f6ping University","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100003945","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1109\/tvcg.2025.3634837","type":"journal-article","created":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T18:42:19Z","timestamp":1763664139000},"page":"1142-1152","source":"Crossref","is-referenced-by-count":1,"title":["Visual Extraction of Interaction Patterns Guided by Hierarchical Clustering and Process Mining"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4820-6123","authenticated-orcid":false,"given":"Peilin","family":"Yu","sequence":"first","affiliation":[{"name":"Linköping University, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9601-5981","authenticated-orcid":false,"given":"Aida","family":"Nordman","sequence":"additional","affiliation":[{"name":"Linköping University, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6382-2752","authenticated-orcid":false,"given":"Takanori","family":"Fujiwara","sequence":"additional","affiliation":[{"name":"Linköping University, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6313-475X","authenticated-orcid":false,"given":"Marta","family":"Koc-Januchta","sequence":"additional","affiliation":[{"name":"Linköping University, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8888-6843","authenticated-orcid":false,"given":"Konrad","family":"Sch\u00f6nborn","sequence":"additional","affiliation":[{"name":"Linköping University, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7207-1276","authenticated-orcid":false,"given":"Lonni","family":"Besan\u00e7on","sequence":"additional","affiliation":[{"name":"Linköping University, Sweden"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4761-8601","authenticated-orcid":false,"given":"Katerina","family":"Vrotsou","sequence":"additional","affiliation":[{"name":"Linköping University, Sweden"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/edoc.2011.12"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2015.04.007"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2958551"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-28349-8_2"},{"key":"ref5","first-page":"359","article-title":"Using dynamic time warping to find patterns in time series","volume-title":"Proc. KDD","author":"Berndt","year":"1994"},{"key":"ref6","author":"Berti","year":"2019","journal-title":"Process mining for Python (PM4Py): Bridging the gap between process- and data science"},{"key":"ref7","volume-title":"Taxonomy of educational objectives: The classification of educational goals. Handbook 1: Cognitive domain","author":"Bloom","year":"1956"},{"key":"ref8","article-title":"Exploration and assessment of event data","volume-title":"Proc. EuroVa.","author":"Bodesinsky","year":"2015"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2494188.2494202"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1201\/9781420088861.ch10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2009.130"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2018.2872961"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3183347"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2017.2745083"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28108-2"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2017.11.021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2015.07.003"},{"issue":"7","key":"ref18","first-page":"1","article-title":"Human in the (process) mines (Dagstuhl Seminar 23271)","volume":"13","author":"Di Ciccio","year":"2024","journal-title":"Dagstuhl Reports"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.14778\/1454159.1454226"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/568574.568575"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1002\/9780470977811","volume-title":"Cluster Analysis, 5th Edition","author":"Everitt","year":"2011"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/191839.191925"},{"key":"ref23","first-page":"768","article-title":"Cluster analysis of multivariate data: Efficiency versus interpretability of classifications","volume":"21","author":"Forgy","year":"1965","journal-title":"Biometrics"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/tse.2017.2668418"},{"key":"ref25","first-page":"481","article-title":"Visual cluster analysis in support of clinical decision intelligence","volume-title":"AMIA Annual Symposium Proceedings","volume":"2011","author":"Gotz","year":"2011"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-53435-0_7"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75183-0_24"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2017.2745320"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2021.3100413"},{"key":"ref30","volume-title":"Clustering algorithms","author":"Hartigan","year":"1975"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28115-0_9"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2015.2468292"},{"key":"ref33","first-page":"154","volume-title":"Visual Analytics: Definition, Process, and Challenges","author":"Keim","year":"2008"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-004-0172-7"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-26619-6_21"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/app14041459"},{"key":"ref37","article-title":"Visual Analytics in Process Mining: Classification of Process Mining Techniques","volume-title":"Proc. EuroVA","author":"Kriglstein","year":"2016"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2020.2985689"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1177\/0013164409355699"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2019.2898186"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2013.225"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/pst.2008.17"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2007.03.011"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/mcg.2024.3456916"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2019.2934609"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10366-3"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/11430919_90"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.50"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.24251\/hicss.2023.665"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-65004-2_15"},{"key":"ref51","first-page":"679","article-title":"A novel method for the efficient retrieval of similar multiparameter physiologic time series using wavelet-based symbolic representations","volume-title":"Proc. AMIA","volume":"2006","author":"Saeed","year":"2006"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3233\/ida-2004-8403"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/vl.1996.545307"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-016-0455-0"},{"key":"ref55","first-page":"139","article-title":"Supporting process mining by showing events at a glance","volume-title":"Proc. WITS","author":"Song","year":"2007"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1111\/rssa.12125"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30192-9_59"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-49851-4_1"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28108-2_19"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2023.05.016"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2009.117"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2018.2848247"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/1124772.1124851"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1023\/a:1011117102175"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/vast.2012.6400494"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2014.2346920"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2020.3030359"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.15271"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2021.3050071"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2024.3456187"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-34560-9_27"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1186\/s13059-017-1319-7"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/2945\/11373125\/11261866.pdf?arnumber=11261866","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T00:33:22Z","timestamp":1770683602000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11261866\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":72,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2025.3634837","relation":{"has-preprint":[{"id-type":"doi","id":"10.31219\/osf.io\/n5dxe_v3","asserted-by":"object"},{"id-type":"doi","id":"10.31219\/osf.io\/n5dxe_v2","asserted-by":"object"}]},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"value":"1077-2626","type":"print"},{"value":"1941-0506","type":"electronic"},{"value":"2160-9306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}