{"id":"https://openalex.org/W3215590284","doi":"https://doi.org/10.1109/icce-tw52618.2021.9603010","title":"Emotion Recognition of the Elderly Living Alone Based on Deep Learning","display_name":"Emotion Recognition of the Elderly Living Alone Based on Deep Learning","publication_year":2021,"publication_date":"2021-09-15","ids":{"openalex":"https://openalex.org/W3215590284","doi":"https://doi.org/10.1109/icce-tw52618.2021.9603010","mag":"3215590284"},"language":"en","primary_location":{"id":"doi:10.1109/icce-tw52618.2021.9603010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw52618.2021.9603010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)","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/A5102896111","display_name":"Haibao Chen","orcid":"https://orcid.org/0000-0002-3771-2971"},"institutions":[{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haibao Chen","raw_affiliation_strings":["Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China","institution_ids":["https://openalex.org/I4210115456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100941020","display_name":"Yuyan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyan Zhao","raw_affiliation_strings":["Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China","institution_ids":["https://openalex.org/I4210115456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101983584","display_name":"Ting C. Zhao","orcid":"https://orcid.org/0000-0001-6376-0275"},"institutions":[{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zhao","raw_affiliation_strings":["Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China","institution_ids":["https://openalex.org/I4210115456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100332951","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0002-6937-8090"},"institutions":[{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Chen","raw_affiliation_strings":["Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China","institution_ids":["https://openalex.org/I4210115456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037593006","display_name":"Siying Li","orcid":"https://orcid.org/0009-0005-1102-212X"},"institutions":[{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siying Li","raw_affiliation_strings":["Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China","institution_ids":["https://openalex.org/I4210115456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101112092","display_name":"Shenghui Zhao","orcid":"https://orcid.org/0000-0002-6793-7709"},"institutions":[{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghui Zhao","raw_affiliation_strings":["Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China"],"affiliations":[{"raw_affiliation_string":"Engineering Technology Research Center of Smart Sensing and Elderly Healthcare, Anhui Province School of Computer and Information Engineering, Chuzhou University, Chuzhou, China","institution_ids":["https://openalex.org/I4210115456"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102896111"],"corresponding_institution_ids":["https://openalex.org/I4210115456"],"apc_list":null,"apc_paid":null,"fwci":1.8174,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85887257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9351999759674072,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9351999759674072,"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"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9251000285148621,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.713570237159729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6999430656433105},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.694169282913208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5968909859657288},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5518032312393188},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.549353301525116},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5053461194038391},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4929029941558838},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47859641909599304},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.4699547290802002},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.44158387184143066},{"id":"https://openalex.org/keywords/elderly-care","display_name":"Elderly care","score":0.4368899464607239},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41713976860046387},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3803623914718628},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1949523687362671},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15057235956192017},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.11104866862297058}],"concepts":[{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.713570237159729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6999430656433105},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.694169282913208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5968909859657288},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5518032312393188},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.549353301525116},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5053461194038391},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4929029941558838},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47859641909599304},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.4699547290802002},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.44158387184143066},{"id":"https://openalex.org/C3018200157","wikidata":"https://www.wikidata.org/wiki/Q437458","display_name":"Elderly care","level":2,"score":0.4368899464607239},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41713976860046387},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3803623914718628},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1949523687362671},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15057235956192017},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.11104866862297058},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-tw52618.2021.9603010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw52618.2021.9603010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4099999964237213,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325558","display_name":"Chuzhou University","ror":"https://ror.org/037663q52"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2004513044","https://openalex.org/W2010918157","https://openalex.org/W2015200434","https://openalex.org/W2607250594","https://openalex.org/W2626826096","https://openalex.org/W2786133298","https://openalex.org/W2799077996","https://openalex.org/W3005602036","https://openalex.org/W3015561176","https://openalex.org/W6736941593"],"related_works":["https://openalex.org/W2371321716","https://openalex.org/W3112858397","https://openalex.org/W3216901323","https://openalex.org/W4376126347","https://openalex.org/W2786391746","https://openalex.org/W4294069463","https://openalex.org/W3132346564","https://openalex.org/W2991483587","https://openalex.org/W2743864668","https://openalex.org/W2914559142"],"abstract_inverted_index":{"The":[0],"problem":[1,31],"of":[2,5,21,26,32,67,72,109],"the":[3,6,19,27,30,62,101,107,110],"aging":[4],"world's":[7],"population":[8],"is":[9,24,39,95,130],"becoming":[10],"more":[11,13],"and":[12,81,127],"serious.":[14],"Home":[15],"care":[16],"based":[17,57],"on":[18],"Internet":[20],"Things":[22],"technology":[23],"one":[25],"solutions":[28],"to":[29],"elderly":[33,63,93,115],"living":[34,64],"alone.":[35],"Elderly":[36],"emotion":[37,58,116],"recognition":[38,59,117],"an":[40,114],"important":[41],"challenge":[42],"facing":[43],"smart":[44],"home":[45],"care.":[46],"To":[47],"solve":[48],"this":[49,51],"problem,":[50],"paper":[52],"proposes":[53],"a":[54],"deep":[55,69,75,103],"learning":[56,70,76,104],"framework":[60],"for":[61,100],"alone,":[65],"composed":[66],"four":[68],"networks,":[71],"which":[73],"three":[74],"networks":[77],"process":[78],"speech,":[79],"text,":[80,126],"image":[82,128],"data":[83,86,99,112,123],"respectively.":[84],"These":[85],"come":[87],"from":[88],"companion":[89],"robots":[90],"deployed":[91],"in":[92],"homes":[94],"used":[96],"as":[97],"input":[98],"fourth":[102],"network.":[105],"Through":[106],"training":[108],"annotated":[111],"set,":[113],"model":[118],"that":[119],"can":[120],"handle":[121],"heterogeneous":[122],"(i.e.,":[124],"voice,":[125],"data)":[129],"obtained.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
