{"id":"https://openalex.org/W3150894284","doi":"https://doi.org/10.1145/3450268.3453525","title":"FaiR-IoT","display_name":"FaiR-IoT","publication_year":2021,"publication_date":"2021-05-18","ids":{"openalex":"https://openalex.org/W3150894284","doi":"https://doi.org/10.1145/3450268.3453525","mag":"3150894284"},"language":"en","primary_location":{"id":"doi:10.1145/3450268.3453525","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3450268.3453525","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 International Conference on Internet-of-Things Design and Implementation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3450268.3453525","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Salma Elmalaki","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Salma Elmalaki","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":5.2425,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.96626747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.7129999995231628},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6565999984741211},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5094000101089478},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.46549999713897705},{"id":"https://openalex.org/keywords/adaptive-system","display_name":"Adaptive system","score":0.4327999949455261},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4101000130176544},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.38989999890327454},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.3479999899864197}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7129999995231628},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.692799985408783},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6565999984741211},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5196999907493591},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5094000101089478},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.46549999713897705},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.4327999949455261},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4101000130176544},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.38989999890327454},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.3479999899864197},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.3441999852657318},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2800000011920929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2799000144004822},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C68784500","wikidata":"https://www.wikidata.org/wiki/Q1570691","display_name":"Adaptive behavior","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3450268.3453525","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3450268.3453525","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 International Conference on Internet-of-Things Design and Implementation","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2103.16033","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.16033","pdf_url":"https://arxiv.org/pdf/2103.16033","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"}],"best_oa_location":{"id":"doi:10.1145/3450268.3453525","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3450268.3453525","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 International Conference on Internet-of-Things Design and Implementation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1965738920","https://openalex.org/W1981444339","https://openalex.org/W1999349934","https://openalex.org/W2023346859","https://openalex.org/W2054051012","https://openalex.org/W2056020968","https://openalex.org/W2062305196","https://openalex.org/W2065726711","https://openalex.org/W2088240873","https://openalex.org/W2098840178","https://openalex.org/W2101827809","https://openalex.org/W2115873741","https://openalex.org/W2127964622","https://openalex.org/W2164446273","https://openalex.org/W2310372072","https://openalex.org/W2337693858","https://openalex.org/W2548326739","https://openalex.org/W2565370028","https://openalex.org/W2602420730","https://openalex.org/W2735318784","https://openalex.org/W2792293735","https://openalex.org/W2796510149","https://openalex.org/W2796665034","https://openalex.org/W2798214971","https://openalex.org/W2802509651","https://openalex.org/W2896823585","https://openalex.org/W2897770889","https://openalex.org/W2898091853","https://openalex.org/W2934340943","https://openalex.org/W2949482489","https://openalex.org/W2998247378","https://openalex.org/W3032407425","https://openalex.org/W3161877736","https://openalex.org/W6601498610"],"related_works":[],"abstract_inverted_index":{"Thanks":[0],"to":[1,17,25,27,130,187,200],"the":[2,15,28,52,67,72,79,92,98,137,146,154,180,194,205,208],"rapid":[3],"growth":[4],"in":[5,38,97],"wearable":[6],"technologies,":[7],"monitoring":[8],"complex":[9],"human":[10,29,46,69,86,133],"context":[11],"becomes":[12],"feasible,":[13],"paving":[14],"way":[16],"develop":[18],"human-in-the-loop":[19,118],"IoT":[20,42,63,81,119],"systems":[21,202,210],"that":[22,54,104],"naturally":[23],"evolve":[24],"adapt":[26],"and":[30,85,116,135,140,149,168,184,203],"environment":[31,100],"state":[32],"autonomously.":[33],"Nevertheless,":[34],"a":[35,109,189],"central":[36],"challenge":[37],"designing":[39],"such":[40],"personalized":[41,190],"applications":[43,64,178],"arises":[44],"from":[45,51],"variability.":[47,151],"Such":[48],"variability":[49],"stems":[50],"fact":[53],"different":[55,58],"humans":[56],"exhibit":[57],"behaviors":[59,93],"when":[60,76],"interacting":[61,77],"with":[62,78],"(intra-human":[65],"variability),":[66,84],"same":[68,80,99],"may":[70,88],"change":[71],"behavior":[73,87],"over":[74],"time":[75],"application":[82],"(inter-human":[83],"be":[89],"affected":[90],"by":[91,197,211],"of":[94,125,182,207,214],"other":[95],"people":[96],"(multi-human":[101],"variability).":[102],"To":[103],"end,":[105],"we":[106],"propose":[107],"FaiR-IoT,":[108,122],"general":[110],"reinforcement":[111,126],"learning-based":[112],"framework":[113,156],"for":[114],"adaptive":[115],"fairness-aware":[117],"applications.":[120],"In":[121],"three":[123],"levels":[124],"learning":[127],"agents":[128],"interact":[129],"continuously":[131],"learn":[132],"preferences":[134],"maximize":[136],"system's":[138,195],"performance":[139,196],"fairness":[141,206],"while":[142,192],"taking":[143],"into":[144],"account":[145],"intra-,":[147],"inter-,":[148],"multi-human":[150,209],"We":[152],"validate":[153,179],"proposed":[155],"on":[157,175],"two":[158,177],"applications,":[159],"namely":[160],"(i)":[161],"Human-in-the-Loop":[162,170],"Automotive":[163],"Advanced":[164],"Driver":[165],"Assistance":[166],"Systems":[167],"(ii)":[169],"Smart":[171],"House.":[172],"Results":[173],"obtained":[174],"these":[176],"generality":[181],"FaiR-IoT":[183],"its":[185],"ability":[186],"provide":[188],"experience":[191],"enhancing":[193,204],"40%-60%":[198],"compared":[199],"non-personalized":[201],"1.5":[212],"orders":[213],"magnitude.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2021-04-13T00:00:00"}
