{"id":"https://openalex.org/W2803850439","doi":"https://doi.org/10.1145/3208903.3208914","title":"A Domain-Assisted Data Driven Model for Thermal Comfort Prediction in Buildings","display_name":"A Domain-Assisted Data Driven Model for Thermal Comfort Prediction in Buildings","publication_year":2018,"publication_date":"2018-05-25","ids":{"openalex":"https://openalex.org/W2803850439","doi":"https://doi.org/10.1145/3208903.3208914","mag":"2803850439"},"language":"en","primary_location":{"id":"doi:10.1145/3208903.3208914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3208903.3208914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth International Conference on Future Energy 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/A5107244033","display_name":"Liang Yang","orcid":"https://orcid.org/0000-0002-1872-6083"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Yang","raw_affiliation_strings":["Sch. Computer Science, Beijing Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Sch. Computer Science, Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","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":["Dept. Computing, The Hong Kong, Polytechnic University"],"affiliations":[{"raw_affiliation_string":"Dept. Computing, The Hong Kong, Polytechnic University","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009658922","display_name":"Jingting Sun","orcid":"https://orcid.org/0000-0003-2161-8216"},"institutions":[{"id":"https://openalex.org/I4210088058","display_name":"Hong Kong Opto-Mechatronics Industries Association","ror":"https://ror.org/003km8q97","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210088058"]},{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingting Sun","raw_affiliation_strings":["HVAC & Gas Institute, Tongji University; Dept. BSE, HKPolyU","Dept. BSE, HKPolyU"],"affiliations":[{"raw_affiliation_string":"HVAC & Gas Institute, Tongji University; Dept. BSE, HKPolyU","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Dept. BSE, HKPolyU","institution_ids":["https://openalex.org/I4210088058"]}]},{"author_position":"middle","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"],"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/A5100354072","display_name":"Xin Li","orcid":"https://orcid.org/0000-0003-4257-4347"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Sch. Computer Science, Beijing Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Sch. Computer Science, Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5107244033"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":0.7535,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73440965,"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":"271","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998000264167786,"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":0.9998000264167786,"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":0.942300021648407,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9107999801635742,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/ashrae-90.1","display_name":"ASHRAE 90.1","score":0.8588781356811523},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.7901304960250854},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7739057540893555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6844364404678345},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.577529788017273},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5066309571266174},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.38967037200927734},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.346416711807251},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25108152627944946},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14198121428489685},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.0919559895992279}],"concepts":[{"id":"https://openalex.org/C206145494","wikidata":"https://www.wikidata.org/wiki/Q4654236","display_name":"ASHRAE 90.1","level":2,"score":0.8588781356811523},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.7901304960250854},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7739057540893555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6844364404678345},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.577529788017273},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5066309571266174},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.38967037200927734},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.346416711807251},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25108152627944946},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14198121428489685},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0919559895992279},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3208903.3208914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3208903.3208914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth International Conference on Future Energy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-168019","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-168019","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":[{"score":0.699999988079071,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1628021677","https://openalex.org/W1979180910","https://openalex.org/W1986184982","https://openalex.org/W2020488522","https://openalex.org/W2079922090","https://openalex.org/W2081849299","https://openalex.org/W2088342779","https://openalex.org/W2091786988","https://openalex.org/W2122584153","https://openalex.org/W2144015513","https://openalex.org/W2145836135","https://openalex.org/W2166681263","https://openalex.org/W2167191085","https://openalex.org/W2176332578","https://openalex.org/W2242522586","https://openalex.org/W2295598076","https://openalex.org/W2548124079","https://openalex.org/W2548971788","https://openalex.org/W2980797340","https://openalex.org/W3102476541"],"related_works":["https://openalex.org/W3042202111","https://openalex.org/W2034841979","https://openalex.org/W1984418132","https://openalex.org/W2161588113","https://openalex.org/W2814095574","https://openalex.org/W3183810794","https://openalex.org/W3045886276","https://openalex.org/W3001550030","https://openalex.org/W3185640757","https://openalex.org/W2077715938"],"abstract_inverted_index":{"Recent":[0],"studies":[1],"on":[2],"thermal":[3,31],"comfort":[4,32],"often":[5,15],"require":[6],"feedback":[7],"from":[8,41],"occupants":[9],"or":[10],"additional":[11],"devices":[12],"installed.":[13],"This":[14],"limits":[16],"the":[17,27,42,47],"scalability":[18],"of":[19,34,44],"these":[20],"approaches.":[21],"In":[22],"this":[23,63],"paper,":[24],"we":[25],"for":[26],"first":[28],"time":[29],"study":[30],"prediction":[33],"an":[35],"occupant":[36,49],"by":[37,54],"training":[38],"a":[39],"model":[40],"data":[43],"not":[45],"only":[46],"targeted":[48],"but":[50],"also":[51],"others,":[52],"guided":[53],"domain":[55],"knowledge.":[56],"We":[57],"demonstrate,":[58],"using":[59],"ASHRAE":[60],"data,":[61],"that":[62],"approach":[64],"has":[65],"potential,":[66],"and":[67],"is":[68],"worth":[69],"exploring.":[70]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}