{"id":"https://openalex.org/W3199960719","doi":"https://doi.org/10.1145/3450329.3478312","title":"A Computer-Vision Based Engagement Evaluation System for More Effective Learning Design","display_name":"A Computer-Vision Based Engagement Evaluation System for More Effective Learning Design","publication_year":2021,"publication_date":"2021-09-16","ids":{"openalex":"https://openalex.org/W3199960719","doi":"https://doi.org/10.1145/3450329.3478312","mag":"3199960719"},"language":"en","primary_location":{"id":"doi:10.1145/3450329.3478312","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3450329.3478312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22st Annual Conference on Information Technology Education","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/A5100363808","display_name":"Zhigang Li","orcid":"https://orcid.org/0000-0002-8579-9338"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhigang Li","raw_affiliation_strings":["Kennesaw State University, Marietta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University, Marietta, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326756","display_name":"Jiaming Li","orcid":"https://orcid.org/0000-0003-1017-2116"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaming Li","raw_affiliation_strings":["Kennesaw State University, Marietta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University, Marietta, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100785901","display_name":"Meng Han","orcid":"https://orcid.org/0000-0001-7472-0842"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meng Han","raw_affiliation_strings":["Kennesaw State University, Marietta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University, Marietta, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418319","display_name":"Ming\u2013Hsuan Yang","orcid":"https://orcid.org/0000-0003-4848-2304"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Yang","raw_affiliation_strings":["Kennesaw State University, Marietta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University, Marietta, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172980758"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9943000078201294,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9943000078201294,"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/T10162","display_name":"Online and Blended Learning","score":0.948199987411499,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9351999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7457386255264282},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6667775511741638},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6572475433349609},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6510979533195496},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.5904111862182617},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.48596465587615967},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.4715847074985504},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.45308202505111694},{"id":"https://openalex.org/keywords/asynchronous-learning","display_name":"Asynchronous learning","score":0.44533729553222656},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.41784530878067017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30520448088645935},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.29858285188674927},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.2579934000968933},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.20879361033439636},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.20007017254829407},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.1427818238735199},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.1426154375076294},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11036649346351624},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0953751802444458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7457386255264282},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6667775511741638},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6572475433349609},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6510979533195496},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.5904111862182617},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48596465587615967},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.4715847074985504},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.45308202505111694},{"id":"https://openalex.org/C2777072894","wikidata":"https://www.wikidata.org/wiki/Q4812204","display_name":"Asynchronous learning","level":5,"score":0.44533729553222656},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.41784530878067017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30520448088645935},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.29858285188674927},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.2579934000968933},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.20879361033439636},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.20007017254829407},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.1427818238735199},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.1426154375076294},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11036649346351624},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0953751802444458},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3450329.3478312","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3450329.3478312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22st Annual Conference on Information Technology Education","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":2,"referenced_works":["https://openalex.org/W2972584756","https://openalex.org/W4253533180"],"related_works":["https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2116055069","https://openalex.org/W4323520705","https://openalex.org/W2356663679","https://openalex.org/W2169777806","https://openalex.org/W3027190010","https://openalex.org/W2162992774"],"abstract_inverted_index":{"Student":[0],"engagement":[1,19,40],"during":[2,41,74],"online":[3,42],"instruction":[4,43,99],"has":[5],"been":[6],"a":[7,21,27],"challenge.":[8],"Particularly":[9],"in":[10,31,64,111,116],"an":[11,48],"asynchronous":[12],"learning":[13,57],"environment,":[14],"assessing":[15],"and":[16,44],"measuring":[17],"student":[18,39],"is":[20],"difficult":[22],"task.":[23],"This":[24],"paper":[25],"proposes":[26],"solution":[28],"to":[29,37,51,68,90],"fill":[30],"the":[32,35,45,61,70,75,94,98,104,119],"gap":[33],"between":[34],"need":[36],"evaluate":[38],"lack":[46],"of":[47,77],"effective":[49],"method":[50],"do":[52],"so.":[53],"The":[54,79],"proposed":[55,105],"web-based":[56],"environment":[58],"fully":[59],"incorporates":[60],"latest":[62],"development":[63],"facial":[65,71,80],"expression":[66,72,81],"recognition":[67],"capture":[69],"changes":[73],"course":[76],"instruction.":[78],"data":[82],"can":[83,107],"then":[84],"be":[85,109],"visualized":[86],"for":[87],"further":[88],"analysis":[89],"help":[91],"instructors":[92],"pinpoint":[93],"exact":[95],"locations":[96],"where":[97,118],"needs":[100],"improvements.":[101],"In":[102],"addition,":[103],"system":[106],"also":[108],"used":[110],"corporate":[112],"training":[113],"settings,":[114],"particularly":[115],"scenarios":[117],"learners'":[120],"emotional":[121],"responses":[122],"are":[123],"desired.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
