{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T12:00:32Z","timestamp":1771329632043,"version":"3.50.1"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Flanders AI Research program and the IMEC","award":["HBC.2019.2812"],"award-info":[{"award-number":["HBC.2019.2812"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1109\/tvcg.2024.3414191","type":"journal-article","created":{"date-parts":[[2024,6,13]],"date-time":"2024-06-13T13:48:16Z","timestamp":1718286496000},"page":"4728-4745","source":"Crossref","is-referenced-by-count":1,"title":["VisCARS: Knowledge Graph-Based Context-Aware Recommender System for Time-Series Data Visualization and Monitoring Dashboards"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2035-8766","authenticated-orcid":false,"given":"Pieter","family":"Moens","sequence":"first","affiliation":[{"name":"IDLab, Ghent University&#x2013;IMEC, Gent, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0575-5894","authenticated-orcid":false,"given":"Bruno","family":"Volckaert","sequence":"additional","affiliation":[{"name":"IDLab, Ghent University&#x2013;IMEC, Gent, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7865-6793","authenticated-orcid":false,"given":"Sofie","family":"Van Hoecke","sequence":"additional","affiliation":[{"name":"IDLab, Ghent University&#x2013;IMEC, Gent, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/app112110371"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-6888-9_6"},{"key":"ref3","volume-title":"Tableau Your Data!: Fast and Easy Visual Analysis With Tableau Software","author":"Murray","year":"2013"},{"key":"ref4","article-title":"Deep learning on knowledge graph for recommender system: A survey","author":"Gao","year":"2020"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3099002"},{"key":"ref6","first-page":"2182","article-title":"SeeDB: Efficient data-driven visualization recommendations to support visual analytics","volume-title":"Proc. VLDB Endowment Int. Conf. Very Large Data Bases","author":"Vartak"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.14778\/3025111.3025126"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2018.00019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300358"},{"key":"ref10","article-title":"Plotly: Open source graphing library","year":"2023"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3028705"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114863"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3209421"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114826"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467279"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3209468"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2023.3251344"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2983923"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3538703"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512001"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043988"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2019.01.001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106806"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2864903"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_3"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3_2"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1454008.1454049"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1352793.1352837"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.09.005"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-019-00592-7"},{"key":"ref32","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Bordes"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8870"},{"key":"ref34","article-title":"Resource description framework (RDF) model and syntax specification","author":"Lassila","year":"1998"},{"key":"ref35","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013"},{"key":"ref36","article-title":"graph2vec: Learning distributed representations of graphs","author":"Narayanan","year":"2017"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.5555\/3044805.3045025"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24750-0_4"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/4236.877487"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2015.7389090"},{"key":"ref41","first-page":"1","article-title":"The semantic sensor network ontology","volume-title":"Proc. AGILE Workshop Challenges Geospatial Data Harmonisation","author":"Neuhaus"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2018.06.003"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3233\/SW-2012-0069"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx602"},{"issue":"9","key":"ref45","first-page":"2539","article-title":"Weisfeiler-lehman graph kernels.","volume":"12","author":"Shervashidze","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0947-6_31"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-79022-6_14"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/INISTA52262.2021.9548125"},{"issue":"1","key":"ref49","first-page":"3723","article-title":"PyKEEN 1.0: A python library for training and evaluating knowledge graph embeddings","volume":"22","author":"Ali","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref50","article-title":"pyRDF2Vec: A python implementation and extension of RDF2Vec","author":"Vandewiele","year":"2022"},{"issue":"54","key":"ref51","first-page":"1","article-title":"GraKel: A graph kernel library in python","volume":"21","author":"Siglidis","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref52","article-title":"RDFLib: A python library for working with RDF","author":"Krech","year":"2006"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/1567274.1567278"},{"key":"ref54","first-page":"1883","article-title":"Learning to rank by optimizing NDCG measure","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Valizadegan"},{"key":"ref55","article-title":"Highcharts","author":"Highsoft","year":"2015"},{"issue":"1","key":"ref56","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1109\/TVCG.2016.2599030","article-title":"Vega: A visualization grammar","volume":"23","author":"Satyanarayan","year":"2016","journal-title":"IEEE Trans. Visualization Comput. Graph."},{"key":"ref57","article-title":"Data analytics for health and connected care: Ontology, knowledge graph and applications","author":"Steenwinckel","year":"2022"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1137\/140976649"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623745"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2024.3374571"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/2945\/11105772\/10556805.pdf?arnumber=10556805","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,5]],"date-time":"2025-08-05T22:05:56Z","timestamp":1754431556000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10556805\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":60,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2024.3414191","relation":{},"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":[[2025,9]]}}}