{"id":"https://openalex.org/W4288049645","doi":"https://doi.org/10.1145/3524383.3524388","title":"Improving the quality of online learning: A study on teacher-student interaction based on network multi-modal data analysis","display_name":"Improving the quality of online learning: A study on teacher-student interaction based on network multi-modal data analysis","publication_year":2022,"publication_date":"2022-02-26","ids":{"openalex":"https://openalex.org/W4288049645","doi":"https://doi.org/10.1145/3524383.3524388"},"language":"en","primary_location":{"id":"doi:10.1145/3524383.3524388","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524383.3524388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Big Data and Education","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/A5101492657","display_name":"Yang He","orcid":"https://orcid.org/0000-0002-9207-9988"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang He","raw_affiliation_strings":["School of Education, Tianjin University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Education, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109081672","display_name":"Yuqing Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqing Gong","raw_affiliation_strings":["School of English, Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of English, Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1921,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81906125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.974399983882904,"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"}},"topics":[{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.974399983882904,"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/T13565","display_name":"Education and Learning Interventions","score":0.9485999941825867,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9402999877929688,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/online-learning","display_name":"Online learning","score":0.5255124568939209},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5129656195640564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.499037504196167},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4648894667625427},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.46245598793029785},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3441198468208313}],"concepts":[{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.5255124568939209},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5129656195640564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.499037504196167},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4648894667625427},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.46245598793029785},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3441198468208313},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3524383.3524388","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524383.3524388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Big Data and Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6499999761581421,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W170732776","https://openalex.org/W182748220","https://openalex.org/W1622018075","https://openalex.org/W1967065132","https://openalex.org/W1973805038","https://openalex.org/W1997101996","https://openalex.org/W2000741334","https://openalex.org/W2017678097","https://openalex.org/W2021164951","https://openalex.org/W2032254851","https://openalex.org/W2037577792","https://openalex.org/W2058003402","https://openalex.org/W2087618018","https://openalex.org/W2108752510","https://openalex.org/W2155328222","https://openalex.org/W2160326461","https://openalex.org/W2169570446","https://openalex.org/W2187065649","https://openalex.org/W2774637605","https://openalex.org/W2905699498","https://openalex.org/W2977701988"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W2134894512","https://openalex.org/W2053487507","https://openalex.org/W2765597752","https://openalex.org/W2083375246","https://openalex.org/W2067108088","https://openalex.org/W2085372204","https://openalex.org/W2769102919"],"abstract_inverted_index":{"Online":[0],"learning":[1,24,31,82,104,126,134],"has":[2],"become":[3],"a":[4,11,26,121],"new":[5],"trend":[6],"in":[7,22,29,45,103,110],"fragmented":[8],"learning,":[9,80],"with":[10,54,143],"large":[12],"number":[13],"of":[14,20,64,78,96],"users.":[15],"And,":[16],"the":[17,65,76,94],"emotional":[18,98,101],"engagement":[19,102],"learners":[21,40,71],"their":[23],"is":[25],"central":[27],"topic":[28],"online":[30,39,111],"research.":[32],"However,":[33],"many":[34],"studies":[35],"have":[36,120,139],"found":[37],"that":[38,116,129],"do":[41],"not":[42],"perform":[43],"well":[44],"this":[46],"area.":[47],"This":[48],"study":[49],"used":[50],"10":[51],"instructional":[52],"videos":[53],"112,9":[55],"and":[56,60,70,83,100,128],"395,401":[57],"available":[58],"subtitles":[59],"pop-ups.":[61],"Emotional":[62],"classifications":[63],"corresponding":[66],"data":[67],"for":[68],"teachers":[69],"were":[72],"obtained":[73],"based":[74],"on":[75,124],"results":[77,114],"machine":[79],"deep":[81],"manual":[84],"classification.":[85],"A":[86],"stimulus-organisms-response":[87],"(S-O-R)":[88],"model":[89],"was":[90],"applied":[91],"to":[92,105,132],"verify":[93],"applicability":[95],"teachers'":[97,117,137],"support":[99],"influence":[106],"learners'":[107],"retention":[108],"intentions":[109],"education.":[112],"The":[113],"show":[115],"verbal":[118],"emotions":[119,138],"significant":[122],"impact":[123],"students'":[125,130,144],"experiences":[127],"intention":[131],"continue":[133],"increases":[135],"when":[136],"an":[140],"interactive":[141],"effect":[142],"emotions.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}