{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,14]],"date-time":"2025-06-14T04:05:55Z","timestamp":1749873955994,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":17,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,6,16]]},"DOI":"10.1145\/3699682.3728319","type":"proceedings-article","created":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T13:05:37Z","timestamp":1749819937000},"page":"313-317","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Learning User Interface Preferences via Contextual Discrete Choice Experimentation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-2885-0121","authenticated-orcid":false,"given":"William","family":"Fisher","sequence":"first","affiliation":[{"name":"Clemson University, Clemson, SC, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3506-1749","authenticated-orcid":false,"given":"Jacob","family":"Rhyne","sequence":"additional","affiliation":[{"name":"JMP Statistical Discovery, Cary, NC, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3352-6708","authenticated-orcid":false,"given":"Mark","family":"Bailey","sequence":"additional","affiliation":[{"name":"JMP Statistical Discovery, Cary, NC, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-7220-7427","authenticated-orcid":false,"given":"Joseph","family":"Morgan","sequence":"additional","affiliation":[{"name":"JMP Statistical Discovery, Cary, NC, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-3257-7684","authenticated-orcid":false,"given":"Ryan","family":"Lekivetz","sequence":"additional","affiliation":[{"name":"JMP Statistical Discovery, Cary, NC, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,6,13]]},"reference":[{"key":"e_1_3_3_1_2_2","unstructured":"JMP Statistical Discovery\u00a0LLC 2024. 2024. JMP\u00ae18 Design of Experiments Guide. Cary NC: JMP Statistical Discovery LLC."},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"crossref","unstructured":"Samson\u00a0Yaekob Assele Michel Meulders and Martina Vandebroek. 2023. Sample size selection for discrete choice experiments using design features. Journal of choice modelling 49 (2023) 100436.","DOI":"10.1016\/j.jocm.2023.100436"},{"key":"e_1_3_3_1_4_2","first-page":"489","volume-title":"Proceedings of the SIGCHI conference on Human factors in computing systems","author":"Beier Betsy","year":"2003","unstructured":"Betsy Beier and Misha\u00a0W Vaughan. 2003. The bull\u2019s-eye: a framework for web application user interface design guidelines. In Proceedings of the SIGCHI conference on Human factors in computing systems. Association for Computing Machinery, New York, NY, 489\u2013496."},{"key":"e_1_3_3_1_5_2","volume-title":"Usability and User Experience Design : The Comprehensive Guide to Data-Driven UX Design (1st ed.)","author":"Franz Benjamin","year":"2024","unstructured":"Benjamin Franz and Kauer-Franz Michaela. 2024. Usability and User Experience Design : The Comprehensive Guide to Data-Driven UX Design (1st ed.). Boston: Rheinwerk Publishing Inc., Boston, MA."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"crossref","DOI":"10.1002\/9781119974017","volume-title":"Optimal design of experiments: a case study approach","author":"Goos Peter","year":"2011","unstructured":"Peter Goos and Bradley Jones. 2011. Optimal design of experiments: a case study approach. John Wiley & Sons, Hoboken, NJ."},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3450613.3456808"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"crossref","DOI":"10.4324\/9781351140768","volume-title":"Applied discrete-choice modelling","author":"Hensher David\u00a0A","year":"2018","unstructured":"David\u00a0A Hensher and Lester\u00a0W Johnson. 2018. Applied discrete-choice modelling. Routledge, Oxfordshire, England, UK."},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"crossref","unstructured":"David\u00a0M Hilbert and David\u00a0F Redmiles. 2000. Extracting usability information from user interface events. ACM Computing Surveys (CSUR) 32 4 (2000) 384\u2013421.","DOI":"10.1145\/371578.371593"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"crossref","unstructured":"Roselinde Kessels Bradley Jones and Peter Goos. 2011. Bayesian optimal designs for discrete choice experiments with partial profiles. Journal of Choice Modelling 4 3 (2011) 52\u201374.","DOI":"10.1016\/S1755-5345(13)70042-3"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"crossref","unstructured":"Rafa\u0142 Michalski. 2011. Examining users\u2019 preferences towards vertical graphical toolbars in simple search and point tasks. Computers in Human Behavior 27 6 (2011) 2308\u20132321.","DOI":"10.1016\/j.chb.2011.07.010"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/191666.191729"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.5555\/2821575"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"crossref","unstructured":"Jakob Nielsen. 1997. The use and misuse of focus groups. IEEE software 14 1 (1997) 94\u201395.","DOI":"10.1109\/52.566434"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/97243.97281"},{"key":"e_1_3_3_1_16_2","first-page":"681","volume-title":"International Conference on Human-Computer Interaction","author":"Rhyne Jacob","year":"2023","unstructured":"Jacob Rhyne, Mark Bailey, Joseph Morgan, and Ryan Lekivetz. 2023. Assessing the Usability of Statistical Software Using Designed Experiments. In International Conference on Human-Computer Interaction. Springer, Cham, Switzerland, 681\u2013688."},{"key":"e_1_3_3_1_17_2","volume-title":"HCI International 2024 Posters","author":"Rhyne Jacob","year":"2024","unstructured":"Jacob Rhyne, Mark Bailey, Joseph Morgan, and Ryan Lekivetz. 2024. Assessing the Usability of Statistical Software Using a Discrete Choice Experiment. In HCI International 2024 Posters. Springer, Cham, Switzerland."},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"crossref","unstructured":"Denis Saur\u00e9 and Juan\u00a0Pablo Vielma. 2019. Ellipsoidal methods for adaptive choice-based conjoint analysis. Operations Research 67 2 (2019) 315\u2013338.","DOI":"10.1287\/opre.20181790"}],"event":{"name":"UMAP '25: 33rd ACM Conference on User Modeling, Adaptation and Personalization","location":"New York City USA","acronym":"UMAP '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3699682.3728319","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T13:10:35Z","timestamp":1749820235000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3699682.3728319"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,13]]},"references-count":17,"alternative-id":["10.1145\/3699682.3728319","10.1145\/3699682"],"URL":"https:\/\/doi.org\/10.1145\/3699682.3728319","relation":{},"subject":[],"published":{"date-parts":[[2025,6,13]]},"assertion":[{"value":"2025-06-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}