{"id":"https://openalex.org/W4382564358","doi":"https://doi.org/10.1007/978-3-031-36027-5_11","title":"A Novel DAAM-DCNNs Hybrid Approach to\u00a0Facial Expression Recognition to\u00a0Enhance Learning Experience","display_name":"A Novel DAAM-DCNNs Hybrid Approach to\u00a0Facial Expression Recognition to\u00a0Enhance Learning Experience","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382564358","doi":"https://doi.org/10.1007/978-3-031-36027-5_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36027-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36027-5_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5011084321","display_name":"Rayner Alfred","orcid":"https://orcid.org/0000-0002-3080-3264"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Rayner Alfred","raw_affiliation_strings":["Creative Advanced Machine Intelligence Research Centre, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-3080-3264","affiliations":[{"raw_affiliation_string":"Creative Advanced Machine Intelligence Research Centre, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057398989","display_name":"Rayner Henry Pailus","orcid":null},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rayner Henry Pailus","raw_affiliation_strings":["Creative Advanced Machine Intelligence Research Centre, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Creative Advanced Machine Intelligence Research Centre, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058269455","display_name":"Joe Henry Obit","orcid":"https://orcid.org/0000-0002-3900-2228"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Joe Henry Obit","raw_affiliation_strings":["Creative Advanced Machine Intelligence Research Centre, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-3900-2228","affiliations":[{"raw_affiliation_string":"Creative Advanced Machine Intelligence Research Centre, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084592647","display_name":"Yuto Lim","orcid":"https://orcid.org/0000-0001-7597-5660"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuto Lim","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology, Access 1-1 Asahidai, Nomi, Ishikawa, 923-1292, Japan"],"raw_orcid":"https://orcid.org/0000-0001-7597-5660","affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology, Access 1-1 Asahidai, Nomi, Ishikawa, 923-1292, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029889860","display_name":"Haviluddin Sukirno","orcid":"https://orcid.org/0000-0003-0016-1413"},"institutions":[{"id":"https://openalex.org/I47689905","display_name":"Mulawarman University","ror":"https://ror.org/02kwq2y85","country_code":"ID","type":"education","lineage":["https://openalex.org/I47689905"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Haviluddin Sukirno","raw_affiliation_strings":["Department of Informatics, Universitas Mulawarman, Samarinda, Kalimantan Timur, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-0016-1413","affiliations":[{"raw_affiliation_string":"Department of Informatics, Universitas Mulawarman, Samarinda, Kalimantan Timur, Indonesia","institution_ids":["https://openalex.org/I47689905"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011084321"],"corresponding_institution_ids":["https://openalex.org/I161371597"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05703048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9980000257492065,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/computer-science","display_name":"Computer science","score":0.8443609476089478},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7895290851593018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6753895878791809},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.663324236869812},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6123214364051819},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.571327805519104},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5235671401023865},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5001184940338135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46002382040023804},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45943376421928406},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4406380355358124},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.41764718294143677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8443609476089478},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7895290851593018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6753895878791809},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.663324236869812},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6123214364051819},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.571327805519104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5235671401023865},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5001184940338135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46002382040023804},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45943376421928406},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4406380355358124},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.41764718294143677},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-36027-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36027-5_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W817531969","https://openalex.org/W1154360701","https://openalex.org/W1975436731","https://openalex.org/W1979849815","https://openalex.org/W2003238582","https://openalex.org/W2014835756","https://openalex.org/W2022583271","https://openalex.org/W2083088248","https://openalex.org/W2096044434","https://openalex.org/W2097117768","https://openalex.org/W2103943262","https://openalex.org/W2106115875","https://openalex.org/W2112902362","https://openalex.org/W2122852385","https://openalex.org/W2129183325","https://openalex.org/W2145310492","https://openalex.org/W2172803778","https://openalex.org/W2316200131","https://openalex.org/W2460586963","https://openalex.org/W2517304597","https://openalex.org/W2526261811","https://openalex.org/W2604878161","https://openalex.org/W2618530766","https://openalex.org/W2622753443","https://openalex.org/W2625929003","https://openalex.org/W2658001520","https://openalex.org/W2729796907","https://openalex.org/W2737898408","https://openalex.org/W2748454491","https://openalex.org/W2751214333","https://openalex.org/W2757455114","https://openalex.org/W2786211196","https://openalex.org/W2792191740","https://openalex.org/W2894871570","https://openalex.org/W2913942704","https://openalex.org/W2915046743","https://openalex.org/W2922915988","https://openalex.org/W2923871787","https://openalex.org/W2962200824","https://openalex.org/W2970408855","https://openalex.org/W2980587061","https://openalex.org/W2982001393","https://openalex.org/W3146799048","https://openalex.org/W3173502796"],"related_works":["https://openalex.org/W2642127892","https://openalex.org/W2355913164","https://openalex.org/W4205986151","https://openalex.org/W2168968280","https://openalex.org/W2231516625","https://openalex.org/W2116055069","https://openalex.org/W2998484203","https://openalex.org/W4323520705","https://openalex.org/W2356663679","https://openalex.org/W2169777806"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}