{"id":"https://openalex.org/W4393970747","doi":"https://doi.org/10.1145/3640544.3645245","title":"Investigating How to Design Inclusive Data-Driven Systems for Diverse User Groups","display_name":"Investigating How to Design Inclusive Data-Driven Systems for Diverse User Groups","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4393970747","doi":"https://doi.org/10.1145/3640544.3645245"},"language":"en","primary_location":{"id":"doi:10.1145/3640544.3645245","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640544.3645245","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640544.3645245","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 29th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3640544.3645245","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048012932","display_name":"Seoyoung Kim","orcid":"https://orcid.org/0000-0002-0680-0856"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seoyoung Kim","raw_affiliation_strings":["School of Computing, KAIST, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0002-0680-0856","affiliations":[{"raw_affiliation_string":"School of Computing, KAIST, Korea, Republic of","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048012932"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0636122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7798092365264893},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.6139248609542847},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.6119874715805054},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5969437956809998},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5488427877426147},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.4381944239139557},{"id":"https://openalex.org/keywords/data-driven","display_name":"Data-driven","score":0.43772727251052856},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36815211176872253},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35315996408462524},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3380109667778015},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.3351028263568878},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20543131232261658}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7798092365264893},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.6139248609542847},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.6119874715805054},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5969437956809998},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5488427877426147},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.4381944239139557},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.43772727251052856},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36815211176872253},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35315996408462524},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3380109667778015},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.3351028263568878},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20543131232261658},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640544.3645245","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640544.3645245","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640544.3645245","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 29th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3640544.3645245","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640544.3645245","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640544.3645245","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 29th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393970747.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1486757865","https://openalex.org/W2037415933","https://openalex.org/W2081777295","https://openalex.org/W2147836579","https://openalex.org/W2339881364","https://openalex.org/W2512971201","https://openalex.org/W2749424389","https://openalex.org/W2892896937","https://openalex.org/W3006753376","https://openalex.org/W3012624518","https://openalex.org/W3031886056","https://openalex.org/W4238019501","https://openalex.org/W4366590988"],"related_works":["https://openalex.org/W2893969762","https://openalex.org/W3048212026","https://openalex.org/W4394789918","https://openalex.org/W3216880090","https://openalex.org/W4375935421","https://openalex.org/W1590657835","https://openalex.org/W1992024221","https://openalex.org/W2751424329","https://openalex.org/W2741711008","https://openalex.org/W145924344"],"abstract_inverted_index":{"With":[0],"the":[1,42,56,121,132],"advance":[2],"of":[3,13,55,58,84,120,138],"logging":[4],"technologies,":[5],"various":[6,144,180],"data-driven":[7,30,50,73,85,133,169],"systems":[8,31,51,134],"utilizing":[9,72],"a":[10,36,168,185],"vast":[11],"amount":[12],"data":[14,25,112],"are":[15,32,81],"being":[16],"developed":[17],"and":[18,26,48,89,123,135,156],"used":[19],"in":[20,143,151],"our":[21],"lives.":[22],"By":[23],"analyzing":[24],"users\u2019":[27],"usage":[28,129],"patterns,":[29],"designed":[33,173],"so":[34],"that":[35,54,79],"typical":[37],"user":[38,68,93,177,181],"can":[39],"better":[40,176],"use":[41,49,131],"system.":[43,190],"However,":[44],"some":[45],"users":[46,105,116,125],"perceive":[47],"differently":[52],"from":[53,70],"majority":[57],"users.":[59],"This":[60],"leads":[61],"to":[62,95,174],"digital":[63],"inequalities":[64],"leaving":[65],"out":[66],"non-typical":[67],"groups":[69,94,182],"fully":[71],"systems.":[74],"My":[75],"doctoral":[76],"research":[77],"suggests":[78],"there":[80],"three":[82],"parts":[83],"systems\u2014data":[86],"collection,":[87],"model,":[88,122],"interface\u2014that":[90],"require":[91],"diverse":[92],"be":[96,172],"considered.":[97],"Specifically,":[98],"my":[99],"prior":[100],"work":[101],"understands":[102],"how":[103,167],"(1)":[104],"with":[106,117,126],"high":[107],"concerns":[108],"about":[109],"privacy":[110],"during":[111],"collection":[113],"[11],":[114],"(2)":[115],"low":[118],"performance":[119],"(3)":[124],"different":[127],"interface":[128],"patterns":[130],"what":[136],"kind":[137],"difficulties":[139],"they":[140],"face":[141],"[10]":[142],"contexts":[145],"such":[146],"as":[147],"automatic":[148,153,187],"personality":[149],"assessment":[150],"workplaces,":[152],"speech":[154,188],"recognition,":[155],"video":[157],"platforms":[158],"for":[159,179],"learning.":[160],"For":[161],"future":[162],"work,":[163],"I":[164],"will":[165],"investigate":[166],"system":[170],"should":[171],"enable":[175],"experience":[178],"by":[183],"suggesting":[184],"user-adaptive":[186],"recognition":[189]},"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
