{"id":"https://openalex.org/W2902607308","doi":"https://doi.org/10.1145/3276774.3281015","title":"Data-driven occupant modeling strategies and digital tools enabled by IEA EBC annex 79","display_name":"Data-driven occupant modeling strategies and digital tools enabled by IEA EBC annex 79","publication_year":2018,"publication_date":"2018-11-07","ids":{"openalex":"https://openalex.org/W2902607308","doi":"https://doi.org/10.1145/3276774.3281015","mag":"2902607308"},"language":"en","primary_location":{"id":"doi:10.1145/3276774.3281015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3276774.3281015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Conference on Systems for Built Environments","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/A5034655219","display_name":"Mikkel Baun Kj\u00e6rgaard","orcid":"https://orcid.org/0000-0001-5124-744X"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Mikkel Baun Kj\u00e6rgaard","raw_affiliation_strings":["University of Southern Denmark"],"affiliations":[{"raw_affiliation_string":"University of Southern Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050035609","display_name":"Bing Dong","orcid":"https://orcid.org/0000-0003-1603-9738"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bing Dong","raw_affiliation_strings":["University of Texas"],"affiliations":[{"raw_affiliation_string":"University of Texas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074850479","display_name":"Salvatore Carlucci","orcid":"https://orcid.org/0000-0002-4239-3039"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Salvatore Carlucci","raw_affiliation_strings":["Norwegian University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090893421","display_name":"Flora D. Salim","orcid":"https://orcid.org/0000-0002-1237-1664"},"institutions":[{"id":"https://openalex.org/I4210095297","display_name":"MIT University","ror":"https://ror.org/00v140q16","country_code":"MK","type":"education","lineage":["https://openalex.org/I4210095297"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","MK"],"is_corresponding":false,"raw_author_name":"Flora D. Salim","raw_affiliation_strings":["RMIT University"],"affiliations":[{"raw_affiliation_string":"RMIT University","institution_ids":["https://openalex.org/I4210095297","https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025660597","display_name":"Junjing Yang","orcid":"https://orcid.org/0000-0002-5298-414X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Junjing Yang","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075444806","display_name":"Clinton J. Andrews","orcid":"https://orcid.org/0000-0002-2989-8091"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Clinton J. Andrews","raw_affiliation_strings":["Rutgers University"],"affiliations":[{"raw_affiliation_string":"Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079048464","display_name":"Omid Ardakanian","orcid":"https://orcid.org/0000-0002-6711-5502"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Omid Ardakanian","raw_affiliation_strings":["University of Alberta"],"affiliations":[{"raw_affiliation_string":"University of Alberta","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5034655219"],"corresponding_institution_ids":["https://openalex.org/I177969490"],"apc_list":null,"apc_paid":null,"fwci":0.9419,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77576462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"188","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9837999939918518,"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":0.9837999939918518,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9807999730110168,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7385690808296204},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5907485485076904},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5833491683006287},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5231803059577942},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4953964948654175},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49310943484306335},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4498410224914551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3990303874015808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2748492956161499},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.18722105026245117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7385690808296204},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5907485485076904},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5833491683006287},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5231803059577942},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4953964948654175},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49310943484306335},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4498410224914551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3990303874015808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2748492956161499},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.18722105026245117},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3276774.3281015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3276774.3281015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Conference on Systems for Built Environments","raw_type":"proceedings-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/7e4726cf-cd61-47e1-a623-5c60ea073ef7","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/7e4726cf-cd61-47e1-a623-5c60ea073ef7","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kj\u00e6rgaard, M B, Dong, B, Carlucci, S, Salim, F, Yang, J, Andrews, C & Ardakanian, O 2018, Data-driven occupant modeling strategies and digital tools enabled by IEA EBC annex 79. in G S Ramachandran & N Batra (eds), Proceedings of the 5th Conference on Systems for Built Environments. Association for Computing Machinery, pp. 188-189 , 5th Conference on Systems for Built Environments, Shenzen, China, 07/11/2018. https://doi.org/10.1145/3276774.3281015","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:alma.01RUT_INST:11663476300004646","is_oa":false,"landing_page_url":"https://scholarship.libraries.rutgers.edu/esploro/outputs/conferenceProceeding/Data-driven-occupant-modeling-strategies-and-digital/991031653960004646","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"},{"id":"pmh:oai:irinsubria.uninsubria.it:11383/2177223","is_oa":false,"landing_page_url":"https://hdl.handle.net/11383/2177223","pdf_url":null,"source":{"id":"https://openalex.org/S4377196351","display_name":"IrInSubria (University of Insubria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115752224","host_organization_name":"University of Insubria","host_organization_lineage":["https://openalex.org/I115752224"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2337075868","https://openalex.org/W2514410025","https://openalex.org/W2528289802","https://openalex.org/W2537458352","https://openalex.org/W2751725477","https://openalex.org/W2755807005","https://openalex.org/W2760034600","https://openalex.org/W2761561878","https://openalex.org/W2781540673","https://openalex.org/W2788308593","https://openalex.org/W2794384220","https://openalex.org/W2797286629"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2185469136","https://openalex.org/W2910064364"],"abstract_inverted_index":{"The":[0,22,107],"developments":[1],"in":[2,130],"sensing":[3,11],"modalities":[4],"and":[5,13,20,38,51,57,66,84,99,103,146,149],"computing":[6],"platforms":[7],"enable":[8],"many":[9,43],"new":[10,27,64,71,90,120],"technologies":[12],"data":[14,25],"sources":[15],"for":[16,29,54,69,116,118,144],"monitoring":[17],"occupant":[18,36],"presence":[19,37],"actions.":[21,39],"wealth":[23],"of":[24,35,88,134],"opens":[26],"opportunities":[28,44,62,98],"extracting":[30],"knowledge":[31,72],"through":[32],"data-driven":[33,109,132],"modeling":[34],"In":[40],"particular,":[41],"the":[42,89,126,135,139],"with":[45],"machine":[46],"learning":[47,53],"techniques":[48],"including":[49],"supervised":[50],"unsupervised":[52],"classification,":[55],"regression":[56],"clustering":[58],"problems.":[59],"Utilizing":[60],"these":[61,97],"creates":[63],"models":[65,110,123],"information":[67],"relevant":[68],"generating":[70],"on":[73,125],"multi-aspect":[74],"environmental":[75],"exposure,":[76],"building":[77,82],"interfaces,":[78],"human":[79],"behaviour,":[80],"occupant-centric":[81],"design":[83,137],"operation.":[85],"Subtask":[86],"2":[87],"IEA":[91],"EBC":[92],"Annex":[93],"79":[94],"is":[95,100],"addressing":[96],"inviting":[101],"researchers":[102],"practitioners":[104],"to":[105],"participate.":[106],"developed":[108],"can,":[111],"among":[112],"others,":[113],"be":[114],"applied":[115],"example":[117],"calculating":[119],"schedules":[121],"or":[122],"based":[124],"actual":[127],"conditions":[128],"observed":[129],"buildings,":[131],"analysis":[133],"performance":[136],"versus":[138],"built,":[140],"model":[141],"predictive":[142],"controls":[143],"buildings":[145],"fault":[147],"detection":[148],"diagnostics.":[150]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}