{"id":"https://openalex.org/W2924457193","doi":"https://doi.org/10.1145/3313294.3313383","title":"HeteroSense","display_name":"HeteroSense","publication_year":2019,"publication_date":"2019-04-10","ids":{"openalex":"https://openalex.org/W2924457193","doi":"https://doi.org/10.1145/3313294.3313383","mag":"2924457193"},"language":"en","primary_location":{"id":"doi:10.1145/3313294.3313383","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3313294.3313383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Workshop on Social Sensing","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/A5030533964","display_name":"Anooshmita Das","orcid":"https://orcid.org/0000-0002-6636-1226"},"institutions":[{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]},{"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":"Anooshmita Das","raw_affiliation_strings":["Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark"],"affiliations":[{"raw_affiliation_string":"Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006279527","display_name":"Fisayo Caleb Sangogboye","orcid":"https://orcid.org/0000-0001-9995-758X"},"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"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Fisayo Caleb Sangogboye","raw_affiliation_strings":["Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark"],"affiliations":[{"raw_affiliation_string":"Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056545840","display_name":"Emil Stubbe Kolvig-Raun","orcid":"https://orcid.org/0009-0005-7819-7661"},"institutions":[{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]},{"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":false,"raw_author_name":"Emil Stubbe Kolvig Raun","raw_affiliation_strings":["Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark"],"affiliations":[{"raw_affiliation_string":"Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"last","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/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]},{"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":false,"raw_author_name":"Mikkel Baun Kj\u00e6rgaard","raw_affiliation_strings":["Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark"],"affiliations":[{"raw_affiliation_string":"Center for Energy Informatics, M\u00e6rsk McKinney M\u00f8ller Institute, University of Southern Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030533964"],"corresponding_institution_ids":["https://openalex.org/I177969490","https://openalex.org/I184886455"],"apc_list":null,"apc_paid":null,"fwci":1.3115,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8055386,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.5698999762535095,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.5698999762535095,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.5396999716758728,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.4832000136375427,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/computer-science","display_name":"Computer science","score":0.5146928429603577}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5146928429603577}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3313294.3313383","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3313294.3313383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Workshop on Social Sensing","raw_type":"proceedings-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/a25d4038-5674-446b-aaea-c34e5ea5578a","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/a25d4038-5674-446b-aaea-c34e5ea5578a","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":"Das, A, Sangogboye, F C, Kolvig-Raun, E S & Kj\u00e6rgaard, M B 2019, HeteroSense : An Occupancy Sensing Framework for Multi-Class Classification for Activity Recognition and Trajectory Detection. in G S Ramachandran & J Ortiz (eds), Proceedings of the Fourth International Workshop on Social Sensing : SocialSense'19. Association for Computing Machinery, New York, pp. 12-17, 4th international workshop on social sensing, Montreal, Quebec, Canada, 15/04/2019. https://doi.org/10.1145/3313294.3313383","raw_type":"info:eu-repo/semantics/publishedVersion"}],"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/F4320313796","display_name":"Innovationsfonden","ror":"https://ror.org/00daj4111"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1567235916","https://openalex.org/W1984515777","https://openalex.org/W2034899024","https://openalex.org/W2042804721","https://openalex.org/W2166331910","https://openalex.org/W2221276106","https://openalex.org/W2437881769","https://openalex.org/W2546472991","https://openalex.org/W2760034600","https://openalex.org/W2791576692","https://openalex.org/W2838829825","https://openalex.org/W2923420489"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Occupancy":[0],"behavior":[1,32],"in":[2,23,67,77,165],"buildings":[3,24,68],"is":[4,69,96,140],"challenging":[5],"to":[6,98],"define":[7],"and":[8,15,20,31,37,55,159],"quantify":[9],"because":[10],"of":[11,33,39,84,102,168],"their":[12],"stochastic,":[13],"diverse":[14],"complex":[16],"nature.":[17],"Indoor":[18],"environment":[19],"energy":[21,53,172],"usage":[22],"are":[25],"significantly":[26],"influenced":[27],"by":[28],"the":[29,100,103,130,149,153,157,162,166],"actions":[30],"occupants.":[34],"Accurate":[35],"estimation":[36],"prediction":[38],"occupancy":[40,44,66,75,112,169],"behaviours":[41],"such":[42],"as":[43],"trajectories":[45],"with":[46],"datasets":[47],"from":[48,134],"deployed":[49],"sensors":[50,63,89],"can":[51],"reduce":[52],"consumption":[54],"facilitate":[56],"intelligent":[57],"building":[58],"operations.":[59],"However,":[60],"identifying":[61],"affordable":[62],"for":[64,120,142,156,171],"estimating":[65],"still":[70],"a":[71,81,117],"challenge.":[72],"To":[73],"detect":[74],"state":[76],"real-time,":[78],"we":[79,108],"propose":[80,109],"smart":[82],"fusion":[83,95],"not":[85],"necessarily":[86],"optimal":[87],"expensive":[88],"but":[90],"accurate":[91],"enough":[92],"sensors.":[93],"Sensor":[94],"opted":[97],"boost":[99],"performance":[101],"framework.":[104],"In":[105],"this":[106],"paper,":[107],"HeteroSense":[110],"an":[111,138],"sensing":[113,136,170],"framework":[114],"that":[115],"uses":[116],"labelbased":[118],"approach":[119],"activity":[121],"recognition":[122],"using":[123],"machine":[124],"learning":[125],"classification":[126],"algorithms.":[127],"Based":[128],"on":[129],"sensor":[131],"data":[132],"collected":[133],"heterogeneous":[135],"modalities,":[137],"algorithm":[139],"designed":[141],"trajectory":[143],"detection.":[144],"This":[145],"paper":[146],"also":[147],"discusses":[148],"challenges":[150],"faced":[151],"during":[152],"design":[154],"phase":[155],"deployment":[158],"it":[160],"summarizes":[161],"potential":[163],"improvements":[164],"field":[167],"efficient":[173],"buildings.":[174]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-04-01T00:00:00"}