{"id":"https://openalex.org/W4407214101","doi":"https://doi.org/10.1109/icet62460.2024.10868435","title":"Investigating Learners' Interaction Patterns in Synchronous and Asynchronous Online Discussions and Their Relationship with Learning Performance","display_name":"Investigating Learners' Interaction Patterns in Synchronous and Asynchronous Online Discussions and Their Relationship with Learning Performance","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4407214101","doi":"https://doi.org/10.1109/icet62460.2024.10868435"},"language":"en","primary_location":{"id":"doi:10.1109/icet62460.2024.10868435","doi":"https://doi.org/10.1109/icet62460.2024.10868435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icet62460.2024.10868435","pdf_url":null,"source":{"id":"https://openalex.org/S7407088853","display_name":"International Conference on Educational Technology (ICET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 4th International Conference on Educational Technology (ICET)","raw_type":"proceedings-article"},"volume":null,"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/A5101046439","display_name":"Yuping Zhao","orcid":"https://orcid.org/0009-0005-5142-3235","observed_orcids":["https://orcid.org/0009-0005-5142-3235"]},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuping Zhao","raw_affiliation_strings":["Central China Normal University,Faculty of Artificial Intelligence in Education,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Faculty of Artificial Intelligence in Education,Wuhan,China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067983835","display_name":"Huanyou Chai","orcid":"https://orcid.org/0000-0002-5020-9940","observed_orcids":["https://orcid.org/0000-0002-5020-9940"]},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanyou Chai","raw_affiliation_strings":["Central China Normal University,Faculty of Artificial Intelligence in Education,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Faculty of Artificial Intelligence in Education,Wuhan,China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101965286","display_name":"Jixin Wang","orcid":"https://orcid.org/0000-0002-7334-8089","observed_orcids":["https://orcid.org/0000-0002-7334-8089"]},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jixin Wang","raw_affiliation_strings":["Central China Normal University,Faculty of Artificial Intelligence in Education,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Faculty of Artificial Intelligence in Education,Wuhan,China","institution_ids":["https://openalex.org/I40963666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40963666"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38528991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"559","last_page":"562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.7954000234603882,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.7954000234603882,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.20309999585151672,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.00019999999494757503,"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/learner-interaction-patterns","display_name":"learner interaction patterns","score":0.9210000038146973},{"id":"https://openalex.org/keywords/synchronous-online-discussion","display_name":"synchronous online discussion","score":0.8109999895095825},{"id":"https://openalex.org/keywords/asynchronous-online-discussion","display_name":"asynchronous online discussion","score":0.9990000128746033},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.5329999923706055},{"id":"https://openalex.org/keywords/learning-performance","display_name":"learning performance","score":0.9909999966621399},{"id":"https://openalex.org/keywords/learner-clustering","display_name":"learner clustering","score":0.6029999852180481},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"social network analysis","score":0.675000011920929},{"id":"https://openalex.org/keywords/online-discussion-forums","display_name":"online forums","score":0.5379999876022339}],"concepts":[{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.8651275634765625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7387803792953491},{"id":"https://openalex.org/C2777072894","wikidata":"https://www.wikidata.org/wiki/Q4812204","display_name":"Asynchronous learning","level":5,"score":0.6811075210571289},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4230022132396698},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.419232040643692},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.39132440090179443},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3782939910888672},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3371965289115906},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21012499928474426},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.1364152431488037},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.1231483519077301},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0772782564163208}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icet62460.2024.10868435","doi":"https://doi.org/10.1109/icet62460.2024.10868435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icet62460.2024.10868435","pdf_url":null,"source":{"id":"https://openalex.org/S7407088853","display_name":"International Conference on Educational Technology (ICET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 4th International Conference on Educational Technology (ICET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167}],"sustainable_development_goals_aurora":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.5600000023841858}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1934799755","https://openalex.org/W1973526413","https://openalex.org/W1983652570","https://openalex.org/W2013699604","https://openalex.org/W2014858765","https://openalex.org/W2107956835","https://openalex.org/W2116677773","https://openalex.org/W2153378020","https://openalex.org/W2159905568","https://openalex.org/W2759596001","https://openalex.org/W2915558794","https://openalex.org/W2915621908","https://openalex.org/W2947349675","https://openalex.org/W2964143296","https://openalex.org/W3040045935","https://openalex.org/W3208335721"],"related_works":["https://openalex.org/W3020208395","https://openalex.org/W4401821536","https://openalex.org/W4295242624","https://openalex.org/W2125595036","https://openalex.org/W3145978842","https://openalex.org/W2167065977","https://openalex.org/W4285100379","https://openalex.org/W4403745436","https://openalex.org/W4394748898","https://openalex.org/W3188440815"],"abstract_inverted_index":{"Learner":[0],"interactions":[1],"are":[2],"necessary":[3],"for":[4],"academic":[5],"success":[6],"and":[7,36,42,47,73],"can":[8],"be":[9],"implemented":[10],"synchronously":[11],"or":[12],"asynchronously":[13],"in":[14,24,79],"online":[15,19],"education.":[16],"Taking":[17],"an":[18,28],"course":[20],"from":[21],"a":[22],"university":[23],"Central":[25],"China":[26],"as":[27],"example,":[29],"this":[30],"study":[31],"adopted":[32],"social":[33],"network":[34],"analysis":[35],"k-means":[37],"clustering":[38],"methods":[39],"to":[40],"quantify":[41],"cluster":[43,83],"learners'":[44],"interaction":[45,58],"patterns":[46,59],"further":[48],"explore":[49],"their":[50],"relationship":[51],"with":[52],"learning":[53,89],"performance.":[54,90],"Based":[55],"on":[56],"the":[57,80,85],"observed,":[60],"learners":[61,78],"were":[62],"classified":[63],"into":[64],"four":[65],"clusters:":[66],"\"double":[67,69,81],"active\",":[68,72],"negative\",":[70],"\"synchronous":[71],"\"asynchronous":[74],"active\".":[75],"In":[76],"addition,":[77],"negative\"":[82],"had":[84],"lowest":[86],"level":[87],"of":[88]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
