{"id":"https://openalex.org/W2344183210","doi":"https://doi.org/10.3233/ais-160378","title":"A supervised learning approach for behaviour recognition in smart homes","display_name":"A supervised learning approach for behaviour recognition in smart homes","publication_year":2016,"publication_date":"2016-04-27","ids":{"openalex":"https://openalex.org/W2344183210","doi":"https://doi.org/10.3233/ais-160378","mag":"2344183210"},"language":"en","primary_location":{"id":"doi:10.3233/ais-160378","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-160378","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","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/A5017456687","display_name":"Sook-Ling Chua","orcid":"https://orcid.org/0000-0003-3081-2950"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Sook-Ling Chua","raw_affiliation_strings":["Faculty of Computing and Informatics, Multimedia University, Cyberjaya, Malaysia. E-mail:\u00a0slchua@mmu.edu.my"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Informatics, Multimedia University, Cyberjaya, Malaysia. E-mail:\u00a0slchua@mmu.edu.my","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062355849","display_name":"Stephen Marsland","orcid":"https://orcid.org/0000-0002-9568-848X"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Stephen Marsland","raw_affiliation_strings":["School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand. E-mails:\u00a0s.r.marsland@massey.ac.nz,\u00a0h.w.guesgen@massey.ac.nz"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand. E-mails:\u00a0s.r.marsland@massey.ac.nz,\u00a0h.w.guesgen@massey.ac.nz","institution_ids":["https://openalex.org/I51158804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058596166","display_name":"Hans W. Guesgen","orcid":"https://orcid.org/0000-0002-8160-5946"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Hans Guesgen","raw_affiliation_strings":["School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand. E-mails:\u00a0s.r.marsland@massey.ac.nz,\u00a0h.w.guesgen@massey.ac.nz"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand. E-mails:\u00a0s.r.marsland@massey.ac.nz,\u00a0h.w.guesgen@massey.ac.nz","institution_ids":["https://openalex.org/I51158804"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017456687"],"corresponding_institution_ids":["https://openalex.org/I173029219"],"apc_list":null,"apc_paid":null,"fwci":0.4972,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7089527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":"3","first_page":"259","last_page":"271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998999834060669,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9962000250816345,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7615483403205872},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.7254178524017334},{"id":"https://openalex.org/keywords/ambient-intelligence","display_name":"Ambient intelligence","score":0.6851921081542969},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.662971019744873},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6259741187095642},{"id":"https://openalex.org/keywords/smart-environment","display_name":"Smart environment","score":0.588260293006897},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5620737075805664},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41367119550704956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34215453267097473},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29607313871383667},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.26113176345825195},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16125404834747314}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7615483403205872},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.7254178524017334},{"id":"https://openalex.org/C201638289","wikidata":"https://www.wikidata.org/wiki/Q457396","display_name":"Ambient intelligence","level":2,"score":0.6851921081542969},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.662971019744873},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6259741187095642},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.588260293006897},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5620737075805664},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41367119550704956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34215453267097473},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29607313871383667},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.26113176345825195},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16125404834747314},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ais-160378","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-160378","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"},{"id":"pmh:oai:shdl.mmu.edu.my:6474","is_oa":false,"landing_page_url":"http://shdl.mmu.edu.my/6474/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W176103743","https://openalex.org/W1497385253","https://openalex.org/W1533547362","https://openalex.org/W1569443033","https://openalex.org/W1833808427","https://openalex.org/W1969307352","https://openalex.org/W1976324522","https://openalex.org/W1976567760","https://openalex.org/W2049633694","https://openalex.org/W2088173430","https://openalex.org/W2093467859","https://openalex.org/W2106076350","https://openalex.org/W2118443447","https://openalex.org/W2125838338","https://openalex.org/W6601013545","https://openalex.org/W6644499418"],"related_works":["https://openalex.org/W3031525053","https://openalex.org/W2490080959","https://openalex.org/W2912188041","https://openalex.org/W2766677233","https://openalex.org/W2149218830","https://openalex.org/W2139788616","https://openalex.org/W2774398032","https://openalex.org/W1178673422","https://openalex.org/W2000658861","https://openalex.org/W1991924068"],"abstract_inverted_index":{"One":[0],"application":[1],"of":[2,40,72,94,101],"Ambient":[3],"Intelligence":[4],"(AmI)":[5],"that":[6,82],"supports":[7],"people":[8],"in":[9,37],"their":[10],"daily":[11],"activities":[12],"is":[13],"the":[14,26,35,53,65,70,73,86,92,95,99],"smart":[15,31,66,112],"home,":[16],"which":[17],"has":[18],"become":[19],"a":[20,38,50,80],"popular":[21],"topic":[22],"for":[23,45,55],"research":[24],"over":[25],"past":[27],"10":[28],"years.":[29],"The":[30],"home":[32,54,67],"can":[33,83],"support":[34],"inhabitant":[36],"variety":[39],"ways,":[41],"such":[42],"as":[43],"watching":[44],"potential":[46],"risks,":[47],"detecting":[48],"any":[49],"bnormality,":[51],"adapting":[52],"environmental":[56],"conditions":[57],"and":[58,98],"inducing":[59],"behavioural":[60],"change.":[61],"This":[62,89],"often":[63],"requires":[64],"to":[68],"recognise":[69,85],"behaviours":[71],"inhabitant.":[74],"In":[75],"this":[76],"paper,":[77],"we":[78],"introduce":[79],"method":[81],"accurately":[84],"inhabitant\u2019s":[87],"behaviours.":[88,102],"includes":[90],"both":[91],"segmentation":[93],"sensor":[96,108],"stream":[97],"identification":[100],"We":[103],"demonstrate":[104],"our":[105],"algorithm":[106],"on":[107],"data":[109],"from":[110],"real":[111],"homes.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}