{"id":"https://openalex.org/W2985647030","doi":"https://doi.org/10.1145/3360322.3360842","title":"DUET","display_name":"DUET","publication_year":2019,"publication_date":"2019-11-05","ids":{"openalex":"https://openalex.org/W2985647030","doi":"https://doi.org/10.1145/3360322.3360842","mag":"2985647030"},"language":"en","primary_location":{"id":"doi:10.1145/3360322.3360842","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3360322.3360842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5015923473","display_name":"Zimu Zheng","orcid":"https://orcid.org/0000-0002-4342-6015"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zimu Zheng","raw_affiliation_strings":["The Hong Kong Polytechnic University; Cloud BU, Huawei","Cloud BU, Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University; Cloud BU, Huawei","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Cloud BU, Huawei","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005859926","display_name":"Yi\u00admin Dai","orcid":"https://orcid.org/0000-0002-5266-1797"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yimin Dai","raw_affiliation_strings":["Dept. Computing, The Hong Kong Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Computing, The Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100411794","display_name":"Dan Wang","orcid":"https://orcid.org/0000-0002-0921-2726"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Dan Wang","raw_affiliation_strings":["Dept. Computing, The Hong Kong Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Computing, The Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":2.0431,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88358051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9995999932289124,"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":0.9995999932289124,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.987500011920929,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9731000065803528,"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/metadata","display_name":"Metadata","score":0.8563095331192017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7916698455810547},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.6787506937980652},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6477246284484863},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6450860500335693},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6310797929763794},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6214715838432312},{"id":"https://openalex.org/keywords/ashrae-90.1","display_name":"ASHRAE 90.1","score":0.51596599817276},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4507826864719391},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4136427640914917},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3812731206417084},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3527246117591858},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23138314485549927},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1919475793838501},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.18813878297805786},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15112090110778809},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12176597118377686}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8563095331192017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7916698455810547},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.6787506937980652},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6477246284484863},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6450860500335693},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6310797929763794},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6214715838432312},{"id":"https://openalex.org/C206145494","wikidata":"https://www.wikidata.org/wiki/Q4654236","display_name":"ASHRAE 90.1","level":2,"score":0.51596599817276},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4507826864719391},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4136427640914917},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3812731206417084},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3527246117591858},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23138314485549927},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1919475793838501},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.18813878297805786},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15112090110778809},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12176597118377686},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3360322.3360842","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3360322.3360842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-168015","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-168015","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1979180910","https://openalex.org/W1986184982","https://openalex.org/W2165698076","https://openalex.org/W2176332578","https://openalex.org/W2547405038","https://openalex.org/W2774931648","https://openalex.org/W2803794924","https://openalex.org/W2803850439","https://openalex.org/W2892262816","https://openalex.org/W2913340405","https://openalex.org/W2964839857","https://openalex.org/W2965192960","https://openalex.org/W2980797340"],"related_works":["https://openalex.org/W2034841979","https://openalex.org/W1984418132","https://openalex.org/W3042202111","https://openalex.org/W2161588113","https://openalex.org/W2814095574","https://openalex.org/W3183810794","https://openalex.org/W2988933786","https://openalex.org/W3045886276","https://openalex.org/W3185640757","https://openalex.org/W2077715938"],"abstract_inverted_index":{"Thermal":[0,159],"comfort,":[1],"achieved":[2],"by":[3,148,215,219],"estimating":[4],"the":[5,26,29,50,55,60,68,73,77,133,137,143,199],"thermal":[6,32,69,89,109,144],"sensation":[7],"of":[8,28,31,54,62,75,95,117,146,166,208],"occupants,":[9],"has":[10],"long":[11],"been":[12,22],"an":[13],"important":[14],"research":[15],"topic.":[16],"Numerous":[17],"models":[18,58,81,91],"and":[19,125,194,217],"systems":[20],"have":[21],"developed":[23],"to":[24,39,45,66,170,173],"improve":[25],"estimates":[27],"accuracy":[30],"comfort.":[33],"Many":[34],"either":[35],"require":[36,43],"extra":[37],"devices":[38],"be":[40],"installed;":[41],"or":[42],"occupants":[44],"provide":[46],"frequent":[47],"feedback":[48],"hindering":[49],"large":[51,104],"scale":[52],"deployability":[53],"system.":[56],"Data-driven":[57],"separate":[59],"process":[61,74],"collecting":[63],"data":[64],"used":[65],"establish":[67],"comfort":[70,90,110,145],"model":[71,101,168,197,214],"from":[72,192],"deploying":[76],"model,":[78],"making":[79],"these":[80],"portable":[82],"in":[83,106,141,182,185,206],"deployment.":[84],"Recent":[85],"studies":[86],"on":[87,114,158],"data-driven":[88],"often":[92],"make":[93],"use":[94,171],"a":[96,115,154],"single":[97,100],"model.":[98,162],"A":[99,163],"can":[102],"introduce":[103],"errors":[105],"practice,":[107],"as":[108,121],"is":[111,169],"highly":[112],"dependent":[113],"variety":[116],"contextual":[118,138],"factors,":[119],"such":[120],"building":[122],"type,":[123],"location,":[124],"so":[126],"on.":[127],"In":[128],"this":[129],"paper,":[130],"we":[131],"for":[132],"first":[134],"time":[135],"study":[136],"adaptation":[139],"involved":[140],"predicting":[142],"individuals":[147],"training":[149],"multi-task":[150],"models.":[151],"We":[152,189,203],"develop":[153],"Dynamic":[155],"MUlti-task":[156],"PrEdiction":[157],"Comfort":[160],"(DUET)":[161],"key":[164],"idea":[165],"our":[167,196],"metadata":[172,183,191],"automatically":[174],"define":[175],"multi-task.":[176],"Fortunately,":[177],"there":[178],"are":[179],"ongoing":[180],"efforts":[181],"development":[184],"buildings,":[186],"e.g.,":[187],"Brick.":[188],"extract":[190],"Brick":[193],"evaluate":[195],"using":[198],"public":[200],"ASHRAE":[201],"dataset.":[202],"demonstrate":[204],"that":[205],"terms":[207],"error":[209],"rate,":[210],"DUET":[211],"outperforms":[212],"PMV":[213],"39%":[216],"STL":[218],"31%.":[220]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2019-11-22T00:00:00"}
