{"id":"https://openalex.org/W2897213119","doi":"https://doi.org/10.1109/percomw.2018.8480411","title":"Automatic Model Construction for Activity Recognition Using Wearable Devices","display_name":"Automatic Model Construction for Activity Recognition Using Wearable Devices","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2897213119","doi":"https://doi.org/10.1109/percomw.2018.8480411","mag":"2897213119"},"language":"en","primary_location":{"id":"doi:10.1109/percomw.2018.8480411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2018.8480411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","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/A5018737199","display_name":"Yuanyuan Bao","orcid":"https://orcid.org/0000-0002-9204-9359"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Bao","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102986531","display_name":"Wai Chen","orcid":"https://orcid.org/0000-0002-1663-2729"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wai Chen","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180662265"],"apc_list":null,"apc_paid":null,"fwci":0.1521,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.51933375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"806","last_page":"811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9994999766349792,"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":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9843999743461609,"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":0.8049808740615845},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7609692811965942},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6431270837783813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6070547699928284},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5682412385940552},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.567776083946228},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5401493310928345},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4404072165489197},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.41363051533699036},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3832857608795166},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2879214882850647},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1250114142894745}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8049808740615845},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7609692811965942},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6431270837783813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6070547699928284},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5682412385940552},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.567776083946228},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5401493310928345},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4404072165489197},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.41363051533699036},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3832857608795166},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2879214882850647},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1250114142894745},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percomw.2018.8480411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2018.8480411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1527911497","https://openalex.org/W1964590153","https://openalex.org/W1995137594","https://openalex.org/W2126511896","https://openalex.org/W2132984949","https://openalex.org/W2144348409","https://openalex.org/W2256388387","https://openalex.org/W2296073425","https://openalex.org/W2358876993","https://openalex.org/W2397294223","https://openalex.org/W2494236530","https://openalex.org/W2605834802","https://openalex.org/W2801268113","https://openalex.org/W6679380999","https://openalex.org/W6679390333","https://openalex.org/W6696904280","https://openalex.org/W6723543151","https://openalex.org/W6751578113"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Wearable":[0],"devices":[1,48,57],"play":[2],"an":[3,22,69],"essential":[4,23],"role":[5],"in":[6],"the":[7,43,46,55,83,88,99,105,108,114,117,134,147],"Internet-of-things":[8],"applications.":[9],"By":[10],"leveraging":[11],"machine":[12,84,149],"learning":[13,85,101,109,150],"algorithms,":[14],"they":[15],"can":[16,80,145],"achieve":[17,146],"activity":[18],"recognition,":[19],"which":[20,53,79,103],"is":[21],"function":[24],"for":[25,74,90],"Internet-of-Things":[26],"applications,":[27],"such":[28],"as":[29],"home":[30],"automation,":[31],"intelligent":[32],"health":[33],"care,":[34],"connected":[35],"vehicles":[36],"and":[37,111,133,155],"so":[38],"on.":[39],"However,":[40],"because":[41],"of":[42,107,116,125],"high":[44],"substitutability,":[45],"wearable":[47,56,77],"always":[49],"have":[50],"short":[51],"lifetime,":[52],"makes":[54],"with":[58,129,152],"automatic":[59,70,141],"model":[60,71,86,151],"construction":[61,72,142],"ability":[62],"imperative.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67,144],"introduce":[68],"method":[73,97,127],"newly":[75,92],"added":[76],"device,":[78],"automatically":[81,118],"construct":[82],"without":[87],"need":[89],"any":[91],"labeled":[93],"training":[94],"data.":[95],"The":[96],"adopts":[98],"self-paced":[100],"regime,":[102],"ensures":[104],"quality":[106],"curriculum":[110],"further":[112],"improves":[113],"accuracy":[115,154],"reconstructed":[119,148],"model.":[120],"We":[121],"conduct":[122],"empirical":[123],"evaluation":[124,135],"our":[126,140],"compared":[128],"four":[130],"state-of-the-art":[131],"methods;":[132],"shows":[136],"that":[137],"by":[138],"applying":[139],"method,":[143],"higher":[153],"lower":[156],"computational":[157],"cost.":[158]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
