{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T04:06:04Z","timestamp":1782187564372,"version":"3.54.5"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T00:00:00Z","timestamp":1612137600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T00:00:00Z","timestamp":1612137600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T00:00:00Z","timestamp":1612137600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2021,2]]},"DOI":"10.1109\/tvcg.2020.3030364","type":"journal-article","created":{"date-parts":[[2020,10,28]],"date-time":"2020-10-28T19:39:36Z","timestamp":1603913976000},"page":"1764-1774","source":"Crossref","is-referenced-by-count":15,"title":["Supporting the Problem-Solving Loop: Designing Highly Interactive Optimisation Systems"],"prefix":"10.1109","volume":"27","author":[{"given":"Jie","family":"Liu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tim","family":"Dwyer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guido","family":"Tack","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Samuel","family":"Gratzl","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kim","family":"Marriott","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s00291-012-0297-0"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2808234"},{"key":"ref33","first-page":"1","article-title":"May ai? design ideation with cooperative contextual bandits","author":"koch","year":"0","journal-title":"Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10732-009-9107-5"},{"key":"ref31","author":"keim","year":"2010","journal-title":"Mastering the Information Age Solving Problems with Visual Analytics"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753529"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173943"},{"key":"ref36","article-title":"Increasing user trust in optimisation through feedback and interaction","author":"liu","year":"0","journal-title":"submitted and included in supplementary material"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2744418"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/2678025.2701399"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.6.3.221"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-018-1361-5"},{"key":"ref29","first-page":"167","article-title":"QUICKXPLAIN: preferred explanations and relaxations for over-constrained problems","author":"junker","year":"0","journal-title":"Proceedings of the Nineteenth National Conference on Artificial Intelligence Sixteenth Conference on Innovative Applications of Artificial Intelligence"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/331770.331778"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300233"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/10722311"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1177\/0018720816681350"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3185517"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598545"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2010.05.005"},{"key":"ref26","author":"hillier","year":"2012","journal-title":"Introduction to Operations Research"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2010.11.026"},{"key":"ref50","first-page":"239","article-title":"Fdconfig: a constraint-based interactive product configurator","author":"schneeweiss","year":"2011","journal-title":"Applications of Declarative Programming and Knowledge Management"},{"key":"ref51","author":"schulte","year":"0","journal-title":"Gecode Software and documentation"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2006.80"},{"key":"ref58","author":"tufte","year":"2014","journal-title":"The Visual Display of Quantitative Information"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/2901790.2901817"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2007.06.020"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23786-7_9"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s10601-014-9169-3"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9236(01)00139-7"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-015-1201-6"},{"key":"ref10","first-page":"103","article-title":"A Bayesian interactive optimization approach to procedural animation design","author":"brochu","year":"0","journal-title":"Proceedings of the 2010 ACM SIGGRAPH\/Eurographics Symposium on Computer Animation"},{"key":"ref11","first-page":"4","article-title":"Sus-a quick and dirty usability scale","volume":"189","author":"brooke","year":"1996","journal-title":"Usability Evaluation in Industry"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346578"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/fict.2018.00032"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2016.07.023"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598468"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.147"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.visinf.2018.09.003"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2011.10.001"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376553"},{"key":"ref19","article-title":"Learning constraints from examples","author":"de raedt","year":"0","journal-title":"Thirty-Second AAAI Conference on Artificial Intelligence"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2501988.2502024"},{"key":"ref3","first-page":"698","article-title":"Multiple Constraint Aquisition","author":"arcangioli","year":"2016","journal-title":"IJCAI International Joint Conference on Artificial Intelligence"},{"key":"ref6","volume":"14","author":"barnhart","year":"2006","journal-title":"Transportation Ser Handbooks in Operations Research and Management Science"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/10447310802205776"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07046-9_8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23786-7_4"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467551"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.05.225"},{"key":"ref46","first-page":"2","article-title":"The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis","volume":"5","author":"pirolli","year":"2005","journal-title":"Proceedings of International Conference on Intelligence Analysis"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240746"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87730-1_9"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70904-6_19"},{"key":"ref42","author":"nocedal","year":"2006","journal-title":"Numerical Optimization"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74970-7_38"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/11564751_34"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3328243.3328253"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2945\/9340023\/09241744.pdf?arnumber=9241744","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:51:43Z","timestamp":1652194303000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9241744\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,2]]},"references-count":59,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2020.3030364","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":[[2021,2]]}}}