{"id":"https://openalex.org/W4366590920","doi":"https://doi.org/10.1145/3544549.3573805","title":"The Future of Computational Approaches for Understanding and Adapting User Interfaces","display_name":"The Future of Computational Approaches for Understanding and Adapting User Interfaces","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366590920","doi":"https://doi.org/10.1145/3544549.3573805"},"language":"en","primary_location":{"id":"doi:10.1145/3544549.3573805","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544549.3573805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060889170","display_name":"Yue Jiang","orcid":"https://orcid.org/0000-0003-0022-6512"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Yue Jiang","raw_affiliation_strings":["Aalto University, Finland"],"raw_orcid":"https://orcid.org/0000-0003-0022-6512","affiliations":[{"raw_affiliation_string":"Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075568818","display_name":"Yuwen Lu","orcid":"https://orcid.org/0000-0003-0845-5563"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuwen Lu","raw_affiliation_strings":["Computer Science and Engineering, University of Notre Dame, United States"],"raw_orcid":"https://orcid.org/0000-0003-0845-5563","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of Notre Dame, United States","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068382625","display_name":"Christof Lutteroth","orcid":"https://orcid.org/0000-0003-0634-7569"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christof Lutteroth","raw_affiliation_strings":["Computer Science, University of Bath, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-0634-7569","affiliations":[{"raw_affiliation_string":"Computer Science, University of Bath, United Kingdom","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007240808","display_name":"Toby Jia-Jun Li","orcid":"https://orcid.org/0000-0001-7902-7625"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Toby Jia-Jun Li","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, United States"],"raw_orcid":"https://orcid.org/0000-0001-7902-7625","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, United States","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081566660","display_name":"Jeffrey Nichols","orcid":"https://orcid.org/0000-0002-6880-8546"},"institutions":[{"id":"https://openalex.org/I4210153776","display_name":"Apple (United States)","ror":"https://ror.org/059hsda18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210153776"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey Nichols","raw_affiliation_strings":["Apple Inc, United States"],"raw_orcid":"https://orcid.org/0000-0002-6880-8546","affiliations":[{"raw_affiliation_string":"Apple Inc, United States","institution_ids":["https://openalex.org/I4210153776"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085460170","display_name":"Wolfgang Stuerzlinger","orcid":"https://orcid.org/0000-0002-7110-5024"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wolfgang Stuerzlinger","raw_affiliation_strings":["School of Interactive Arts + Technology (SIAT), Simon Fraser University, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7110-5024","affiliations":[{"raw_affiliation_string":"School of Interactive Arts + Technology (SIAT), Simon Fraser University, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060889170"],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":1.2952,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82052152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9929999709129333,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9908999800682068,"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/T14074","display_name":"Persona Design and Applications","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.802988588809967},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7118246555328369},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6957958340644836},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.6854662299156189},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.530120313167572},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.5218554735183716},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45440974831581116},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4417581558227539},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.32938605546951294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.802988588809967},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7118246555328369},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6957958340644836},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.6854662299156189},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.530120313167572},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.5218554735183716},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45440974831581116},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4417581558227539},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.32938605546951294},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3544549.3573805","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544549.3573805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G487895436","display_name":null,"funder_award_id":"EP/T022523/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5212373428","display_name":null,"funder_award_id":"EP/M023281/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1993593321","https://openalex.org/W2017018261","https://openalex.org/W2036555448","https://openalex.org/W2073536284","https://openalex.org/W2115210820","https://openalex.org/W2135345119","https://openalex.org/W2136224256","https://openalex.org/W2158447593","https://openalex.org/W2166252986","https://openalex.org/W2168468839","https://openalex.org/W2610474269","https://openalex.org/W2611336218","https://openalex.org/W2765874585","https://openalex.org/W2897966957","https://openalex.org/W2898125335","https://openalex.org/W2898598722","https://openalex.org/W2930891713","https://openalex.org/W2942422815","https://openalex.org/W2972018816","https://openalex.org/W3000557397","https://openalex.org/W3004178645","https://openalex.org/W3010331969","https://openalex.org/W3033926673","https://openalex.org/W3034392229","https://openalex.org/W3094017771","https://openalex.org/W3100570946","https://openalex.org/W3101041928","https://openalex.org/W3112646048","https://openalex.org/W3124240085","https://openalex.org/W3163374010","https://openalex.org/W3206316161","https://openalex.org/W4224988754","https://openalex.org/W4225109875","https://openalex.org/W4285467288","https://openalex.org/W4286530324"],"related_works":["https://openalex.org/W2893969762","https://openalex.org/W3048212026","https://openalex.org/W3216880090","https://openalex.org/W1590657835","https://openalex.org/W2751424329","https://openalex.org/W1992024221","https://openalex.org/W2741711008","https://openalex.org/W2587807604","https://openalex.org/W145924344","https://openalex.org/W317925544"],"abstract_inverted_index":{"Building":[0],"on":[1,8],"the":[2,5,81,89,109,142],"success":[3],"of":[4,106,111],"first":[6],"workshop":[7,18,127],"understanding,":[9],"generating,":[10],"and":[11,30,50,61,69,94,114,144,152],"adapting":[12,44,62],"user":[13,38,51,63,107,138,148],"interfaces":[14,39,45,64,139],"at":[15,27],"CHI2022,":[16],"this":[17,21],"will":[19,118],"advance":[20,88],"research":[22,33,123],"area":[23,90],"further":[24],"by":[25],"looking":[26],"existing":[28],"results":[29],"exploring":[31],"new":[32],"directions.":[34],"Computational":[35],"approaches":[36,77,83,136],"for":[37,46,101,137,146],"have":[40],"been":[41],"used":[42],"in":[43,59,134],"different":[47],"devices,":[48],"modalities,":[49],"preferences.":[52],"Recent":[53],"work":[54],"has":[55,84],"made":[56],"significant":[57],"progress":[58],"understanding":[60],"with":[65,116],"traditional":[66],"constraint/rule-based":[67],"optimization":[68],"machine":[70],"learning-based":[71],"data-driven":[72],"approaches;":[73],"however,":[74],"these":[75],"two":[76,82],"remain":[78],"separate.":[79],"Combining":[80],"great":[85],"potential":[86,102],"to":[87,129,140],"but":[91],"remains":[92],"under-explored":[93],"challenging.":[95],"Other":[96],"contributions,":[97],"such":[98],"as":[99],"datasets":[100],"applications,":[103],"novel":[104],"representations":[105],"interfaces,":[108],"analysis":[110],"human":[112],"traces,":[113],"models":[115],"multi-modalities,":[117],"also":[119],"open":[120],"up":[121],"future":[122,147],"options.":[124],"The":[125],"proposed":[126],"seeks":[128],"bring":[130],"together":[131],"researchers":[132],"interested":[133],"computational":[135],"discuss":[141],"needs":[143],"opportunities":[145],"interface":[149],"algorithms,":[150],"models,":[151],"applications.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
