{"id":"https://openalex.org/W2164213041","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000300","title":"Human-Building Interaction Framework for Personalized Thermal Comfort-Driven Systems in Office Buildings","display_name":"Human-Building Interaction Framework for Personalized Thermal Comfort-Driven Systems in Office Buildings","publication_year":2013,"publication_date":"2013-02-18","ids":{"openalex":"https://openalex.org/W2164213041","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000300","mag":"2164213041"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000300","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000300","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-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/A5013836469","display_name":"Farrokh Jazizadeh","orcid":"https://orcid.org/0000-0002-0690-1307"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farrokh Jazizadeh","raw_affiliation_strings":["Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531","Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531. E-mail:"],"affiliations":[{"raw_affiliation_string":"Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531","institution_ids":[]},{"raw_affiliation_string":"Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531. E-mail:","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078694512","display_name":"Ali Ghahramani","orcid":"https://orcid.org/0000-0003-2043-7261"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Ghahramani","raw_affiliation_strings":["Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531","Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531. E-mail:"],"affiliations":[{"raw_affiliation_string":"Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531","institution_ids":[]},{"raw_affiliation_string":"Graduate Student, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 217, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531. E-mail:","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065298939","display_name":"Bur\u00e7in Becerik-Gerber","orcid":"https://orcid.org/0000-0001-8648-0989"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Burcin Becerik-Gerber","raw_affiliation_strings":["Assistant Professor, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 224C, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531 (corresponding author)"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Sonny Astani Dept. of Civil and Environmental Engineering, Viterbi School of Engineering, Univ. of Southern California, KAP 224C, 3620 S. Vermont Ave., Los Angeles, CA 90089-2531 (corresponding author)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057983418","display_name":"Tatiana Kichkaylo","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tatiana Kichkaylo","raw_affiliation_strings":["Computer Scientist, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292","Computer Scientist, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292. E-mail:"],"affiliations":[{"raw_affiliation_string":"Computer Scientist, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292","institution_ids":[]},{"raw_affiliation_string":"Computer Scientist, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292. E-mail:","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110252024","display_name":"Michael Orosz","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Orosz","raw_affiliation_strings":["Assistant Director, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292","Assistant Director, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292. E-mail:"],"affiliations":[{"raw_affiliation_string":"Assistant Director, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292","institution_ids":[]},{"raw_affiliation_string":"Assistant Director, Information Sciences Institute, Viterbi School of Engineering, Univ. of Southern California, Suite 1001, 4676 Admiralty Way, Marina del Rey, CA 90292. E-mail:","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065298939"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.3437,"has_fulltext":false,"cited_by_count":187,"citation_normalized_percentile":{"value":0.98930325,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"28","issue":"1","first_page":"2","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10990","display_name":"Infection Control and Ventilation","score":0.9225999712944031,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.9347797632217407},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.8362098932266235},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6024255156517029},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.5643746852874756},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.5416039228439331},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.5048437714576721},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.45319733023643494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4336816370487213},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.39290857315063477},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.39268773794174194},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.33534660935401917},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2396741509437561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1492236852645874},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09846407175064087}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.9347797632217407},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.8362098932266235},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6024255156517029},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.5643746852874756},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.5416039228439331},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.5048437714576721},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.45319733023643494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4336816370487213},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39290857315063477},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.39268773794174194},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.33534660935401917},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2396741509437561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1492236852645874},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09846407175064087},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000300","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000300","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1503149791","https://openalex.org/W1560920881","https://openalex.org/W1720806019","https://openalex.org/W1979717487","https://openalex.org/W1990802225","https://openalex.org/W2005238736","https://openalex.org/W2007755787","https://openalex.org/W2009991987","https://openalex.org/W2013885817","https://openalex.org/W2016660644","https://openalex.org/W2033200113","https://openalex.org/W2035431104","https://openalex.org/W2039937234","https://openalex.org/W2040306558","https://openalex.org/W2043538762","https://openalex.org/W2045578358","https://openalex.org/W2045987588","https://openalex.org/W2049838563","https://openalex.org/W2051853956","https://openalex.org/W2052063427","https://openalex.org/W2058482722","https://openalex.org/W2060142218","https://openalex.org/W2060488658","https://openalex.org/W2063754791","https://openalex.org/W2068451928","https://openalex.org/W2092998733","https://openalex.org/W2093450538","https://openalex.org/W2104271831","https://openalex.org/W2105641889","https://openalex.org/W2107186450","https://openalex.org/W2114187632","https://openalex.org/W2120855896","https://openalex.org/W2123559998","https://openalex.org/W2124311981","https://openalex.org/W2126849655","https://openalex.org/W2129088478","https://openalex.org/W2131037748","https://openalex.org/W2139215288","https://openalex.org/W2147361296","https://openalex.org/W2149973764","https://openalex.org/W2150658535","https://openalex.org/W2156571654","https://openalex.org/W2156950153","https://openalex.org/W2163194782","https://openalex.org/W2249280740","https://openalex.org/W2312889927","https://openalex.org/W2355835156","https://openalex.org/W7026733072"],"related_works":["https://openalex.org/W2357294886","https://openalex.org/W3038059713","https://openalex.org/W4281749375","https://openalex.org/W2079922090","https://openalex.org/W2017084161","https://openalex.org/W4388647520","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W4205684936","https://openalex.org/W2329485921"],"abstract_inverted_index":{"Centrally":[0],"controlled":[1],"heating,":[2],"ventilation,":[3],"and":[4,25,96,120,130,139,150,165,176],"air":[5],"conditioning":[6],"(HVAC)":[7],"systems":[8,17,39,65],"in":[9,40,74,87,178,206,252],"commercial":[10,41],"buildings":[11],"are":[12],"operated":[13],"by":[14,37,118,144],"building":[15,85],"management":[16],"(BMS)":[18],"based":[19,101],"on":[20,102],"the":[21,31,50,59,88,98,156,207,213,218,223,234,240,248,253],"predefined":[22],"operational":[23,76],"settings":[24],"a":[26,46,81,123,136,146,171,189],"set":[27],"of":[28,34,49,58,155,181,203,212,222,233,246,255],"assumptions.":[29],"Despite":[30],"high":[32],"rate":[33],"energy":[35],"consumption":[36],"HVAC":[38,64,89,99],"buildings,":[42],"observations":[43],"showed":[44],"that":[45,63,193,217,239],"significant":[47],"portion":[48],"occupants":[51,86,205],"remain":[52],"dissatisfied":[53],"with":[54],"thermal":[55,209,224,249],"conditions.":[56],"One":[57],"main":[60],"reasons":[61],"is":[62,244],"do":[66],"not":[67],"take":[68],"into":[69],"account":[70],"personalized":[71,104],"comfort":[72,94,105,111,115,142,225],"preferences":[73],"their":[75,93],"rules.":[77],"This":[78],"study":[79],"proposes":[80],"framework":[82,108,214],"to":[83,122,197],"integrate":[84],"control":[90,97],"loop,":[91],"learn":[92],"profiles,":[95],"system":[100],"occupants\u2019":[103,110,141],"profiles.":[106],"The":[107,153,185],"fuses":[109],"perception":[112],"indices":[113],"(i.e.,":[114],"votes":[116],"provided":[117],"users":[119],"mapped":[121],"numerical":[124],"value),":[125],"collected":[126,134],"through":[127,135],"participatory":[128],"sensing,":[129],"ambient":[131],"temperature":[132],"data,":[133],"sensor":[137],"network,":[138],"computes":[140],"profiles":[143],"using":[145,161],"fuzzy":[147],"rule-based":[148],"descriptive":[149],"predictive":[151],"model.":[152],"performance":[154],"comfort-profiling":[157],"algorithm":[158,192,243],"was":[159,174],"assessed":[160],"human":[162],"subject":[163],"data":[164],"synthetically":[166],"generated":[167],"data.":[168],"For":[169],"actuation,":[170],"BMS":[172,186,235],"controller":[173,187,191,236,242],"proposed":[175],"tested":[177],"two":[179],"zones":[180],"an":[182],"office":[183],"building.":[184],"uses":[188],"proportional":[190,241],"regulates":[194],"room":[195],"temperatures":[196,202,251],"be":[198,230],"equidistant":[199],"from":[200],"preferred":[201,256],"all":[204],"same":[208],"zone.":[210],"Validation":[211],"components":[215],"demonstrated":[216],"nonlinear":[219],"underlying":[220],"pattern":[221],"sensation":[226],"scale":[227],"could":[228],"accurately":[229],"recognized.":[231],"Results":[232],"experiments":[237],"revealed":[238],"capable":[245],"keeping":[247],"zones\u2019":[250],"ranges":[254],"temperatures.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
