{"id":"https://openalex.org/W4414564373","doi":"https://doi.org/10.1145/3746059.3747645","title":"Preference-Guided Multi-Objective UI Adaptation","display_name":"Preference-Guided Multi-Objective UI Adaptation","publication_year":2025,"publication_date":"2025-09-27","ids":{"openalex":"https://openalex.org/W4414564373","doi":"https://doi.org/10.1145/3746059.3747645"},"language":"en","primary_location":{"id":"doi:10.1145/3746059.3747645","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746059.3747645","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3746059.3747645","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yao Song","orcid":"https://orcid.org/0009-0006-2133-1118"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Yao Song","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0009-0006-2133-1118","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008646925","display_name":"Christoph Gebhardt","orcid":"https://orcid.org/0000-0001-7162-0133"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christoph Gebhardt","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-7162-0133","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030620792","display_name":"Yi-Chi Liao","orcid":"https://orcid.org/0000-0002-2670-8328"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Yi-Chi Liao","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-2670-8328","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046815740","display_name":"Christian Holz","orcid":"https://orcid.org/0000-0001-9655-9519"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christian Holz","raw_affiliation_strings":["Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-9655-9519","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETH Z\u00fcrich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":4.1296,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9386289,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.9376999735832214,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9319999814033508,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6786999702453613},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6575999855995178},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6159999966621399},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.5285999774932861},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5166000127792358},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.44859999418258667},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.4235000014305115},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.3984000086784363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7813000082969666},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6786999702453613},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6575999855995178},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.650600016117096},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6159999966621399},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.5285999774932861},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5166000127792358},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.44859999418258667},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.4235000014305115},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.3984000086784363},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.39239999651908875},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.38429999351501465},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C2777868144","wikidata":"https://www.wikidata.org/wiki/Q7239817","display_name":"Preference elicitation","level":3,"score":0.3118000030517578},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2757999897003174},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.2662999927997589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2628999948501587},{"id":"https://openalex.org/C118127601","wikidata":"https://www.wikidata.org/wiki/Q3797610","display_name":"Pareto analysis","level":3,"score":0.26109999418258667},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.25}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3746059.3747645","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746059.3747645","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2509.18960","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2509.18960","pdf_url":"https://arxiv.org/pdf/2509.18960","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:doi:10.3929/ethz-c-000788657","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/788657","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":{"id":"doi:10.1145/3746059.3747645","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746059.3747645","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1974587651","https://openalex.org/W1997188340","https://openalex.org/W2081580037","https://openalex.org/W2088877337","https://openalex.org/W2097746659","https://openalex.org/W2110828487","https://openalex.org/W2126105956","https://openalex.org/W2225671745","https://openalex.org/W2413358622","https://openalex.org/W2790730056","https://openalex.org/W2884165914","https://openalex.org/W2943554289","https://openalex.org/W3000539826","https://openalex.org/W3006937233","https://openalex.org/W3013744805","https://openalex.org/W3021613070","https://openalex.org/W3103005787","https://openalex.org/W3139981417","https://openalex.org/W3205571996","https://openalex.org/W4224909974","https://openalex.org/W4307475343","https://openalex.org/W4307475996","https://openalex.org/W4317795064","https://openalex.org/W4366588606","https://openalex.org/W4366595516","https://openalex.org/W4386011797","https://openalex.org/W4387801225","https://openalex.org/W4387801226","https://openalex.org/W4396833225","https://openalex.org/W4403334400","https://openalex.org/W4409767297"],"related_works":[],"abstract_inverted_index":{"3D":[0],"Mixed":[1,167],"Reality":[2,168],"interfaces":[3],"have":[4],"nearly":[5],"unlimited":[6],"space":[7],"for":[8,16,204],"layout":[9,45],"placement,":[10],"making":[11],"automatic":[12],"UI":[13,104],"adaptation":[14,22],"crucial":[15],"enhancing":[17],"the":[18,77,124,146,150,202],"user":[19,97,140,156,163,195,211],"experience.":[20],"Such":[21],"is":[23,46],"often":[24,62],"formulated":[25],"as":[26],"a":[27,43,52,57,72,90,100,166],"multi-objective":[28],"optimization":[29,92],"(MOO)":[30],"problem,":[31],"where":[32],"multiple,":[33],"potentially":[34],"conflicting":[35],"design":[36,148,186],"objectives":[37],"must":[38],"be":[39],"balanced.":[40],"However,":[41],"selecting":[42],"final":[44,147],"challenging":[47],"since":[48],"MOO":[49,120,207],"typically":[50],"yields":[51],"set":[53],"of":[54,79,103],"trade-offs":[55],"along":[56],"Pareto":[58,151,189],"frontier.":[59],"Prior":[60],"approaches":[61],"required":[63],"users":[64],"to":[65,180],"manually":[66],"explore":[67],"and":[68,85,187],"evaluate":[69],"these":[70],"trade-offs,":[71],"time-consuming":[73],"process":[74],"that":[75,94,135,171],"disrupts":[76],"fluidity":[78],"interaction.":[80],"To":[81],"eliminate":[82],"this":[83,199],"manual":[84,177,185],"laborous":[86],"step,":[87],"we":[88],"propose":[89],"novel":[91],"approach":[93,174],"efficiently":[95],"determines":[96],"preferences":[98],"from":[99,149],"minimal":[101],"number":[102],"element":[105],"adjustments.":[106],"These":[107],"determined":[108],"rankings":[109],"are":[110,136],"translated":[111],"into":[112],"priority":[113],"levels,":[114],"which":[115],"then":[116],"drive":[117],"our":[118,129,172],"priority-based":[119],"algorithm.":[121],"By":[122],"focusing":[123],"search":[125],"on":[126],"user-preferred":[127],"solutions,":[128],"method":[130],"not":[131],"only":[132],"identifies":[133],"UIs":[134],"more":[137,205],"aligned":[138],"with":[139],"preferences,":[141],"but":[142],"also":[143],"automatically":[144],"selects":[145],"frontier;":[152],"ultimately,":[153],"it":[154],"minimizes":[155],"effort":[157],"while":[158,192],"ensuring":[159],"personalized":[160],"layouts.":[161],"Our":[162],"study":[164],"in":[165],"setting":[169],"demonstrates":[170],"preference-guided":[173],"significantly":[175],"reduces":[176],"adjustments":[178],"compared":[179],"traditional":[181],"methods,":[182],"including":[183],"fully":[184],"exhaustive":[188],"front":[190],"searches,":[191],"maintaining":[193],"high":[194],"satisfaction.":[196],"We":[197],"believe":[198],"work":[200],"opens":[201],"door":[203],"efficient":[206],"by":[208],"seamlessly":[209],"incorporating":[210],"preferences.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2025-10-10T00:00:00"}
