{"id":"https://openalex.org/W2911400748","doi":"https://doi.org/10.1109/bibm.2018.8621562","title":"A Machine Learning Emotion Detection Platform to Support Affective Well Being","display_name":"A Machine Learning Emotion Detection Platform to Support Affective Well Being","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911400748","doi":"https://doi.org/10.1109/bibm.2018.8621562","mag":"2911400748"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621562","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 Bioinformatics and Biomedicine (BIBM)","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/A5101435366","display_name":"M. J. R. Healy","orcid":"https://orcid.org/0000-0002-3879-6513"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Michael Healy","raw_affiliation_strings":["Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046667911","display_name":"Ryan Donovan","orcid":"https://orcid.org/0009-0005-9904-0727"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Ryan Donovan","raw_affiliation_strings":["Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046492167","display_name":"Paul Walsh","orcid":"https://orcid.org/0000-0002-4988-6901"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Paul Walsh","raw_affiliation_strings":["Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024401909","display_name":"Huiru Zheng","orcid":"https://orcid.org/0000-0001-7648-8709"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Huiru Zheng","raw_affiliation_strings":["Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cork Insititute of Technology, Cork City, Ireland, Michael","institution_ids":["https://openalex.org/I4210100923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101435366"],"corresponding_institution_ids":["https://openalex.org/I4210100923"],"apc_list":null,"apc_paid":null,"fwci":2.6632,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.90265658,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"338","issue":null,"first_page":"2694","last_page":"2700"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9631999731063843,"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/T13283","display_name":"Mental Health Research Topics","score":0.9498000144958496,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bespoke","display_name":"Bespoke","score":0.8044958114624023},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7721017003059387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.741246223449707},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6763767600059509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.600066602230072},{"id":"https://openalex.org/keywords/emotion-detection","display_name":"Emotion detection","score":0.5990073680877686},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5249281525611877},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.47224825620651245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4603670835494995},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4566754996776581},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.4282805919647217}],"concepts":[{"id":"https://openalex.org/C44210515","wikidata":"https://www.wikidata.org/wiki/Q16968978","display_name":"Bespoke","level":2,"score":0.8044958114624023},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7721017003059387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741246223449707},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6763767600059509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.600066602230072},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.5990073680877686},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5249281525611877},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.47224825620651245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4603670835494995},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4566754996776581},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.4282805919647217},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2018.8621562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621562","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 Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W579975518","https://openalex.org/W1484777458","https://openalex.org/W1582435952","https://openalex.org/W1748703215","https://openalex.org/W1913860614","https://openalex.org/W2039280449","https://openalex.org/W2093797275","https://openalex.org/W2102998034","https://openalex.org/W2103943262","https://openalex.org/W2105938655","https://openalex.org/W2108845151","https://openalex.org/W2109444330","https://openalex.org/W2115252128","https://openalex.org/W2137647199","https://openalex.org/W2153635508","https://openalex.org/W2168516263","https://openalex.org/W2318394738","https://openalex.org/W2335263721","https://openalex.org/W2558747750","https://openalex.org/W2773171602","https://openalex.org/W2912990735","https://openalex.org/W3170811271","https://openalex.org/W4230190357","https://openalex.org/W4244069615","https://openalex.org/W4251591997","https://openalex.org/W6634814030","https://openalex.org/W6640067882","https://openalex.org/W6677618333"],"related_works":["https://openalex.org/W3080495370","https://openalex.org/W4391307871","https://openalex.org/W4392502551","https://openalex.org/W4380370144","https://openalex.org/W2141866768","https://openalex.org/W4310579990","https://openalex.org/W4403674916","https://openalex.org/W3038982524","https://openalex.org/W1876223856","https://openalex.org/W2787157782"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,10,18,45,67],"new":[4],"emotional":[5,72],"detection":[6],"system":[7],"based":[8],"on":[9],"video":[11,79],"feed":[12],"in":[13,37,61,76],"real-time.":[14],"It":[15],"demonstrates":[16],"how":[17],"bespoke":[19],"machine":[20,24,81],"learning":[21,82],"support":[22],"vector":[23],"(SVM)":[25],"can":[26],"be":[27],"utilized":[28],"to":[29,53],"provide":[30],"quick":[31],"and":[32,80],"reliable":[33],"classification.":[34],"Features":[35],"used":[36],"the":[38,48,71],"study":[39],"are":[40],"68-point":[41],"facial":[42,62],"landmarks.":[43],"In":[44],"lab":[46],"setting,":[47],"application":[49],"has":[50],"been":[51],"trained":[52],"detect":[54],"six":[55],"different":[56],"emotions":[57],"by":[58],"monitoring":[59],"changes":[60],"expressions.":[63],"Its":[64],"utility":[65],"as":[66],"basis":[68],"for":[69],"evaluating":[70],"condition":[73],"of":[74],"people":[75],"situations":[77],"using":[78],"is":[83],"discussed.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
