{"id":"https://openalex.org/W4387951157","doi":"https://doi.org/10.1109/ccece58730.2023.10289065","title":"Automatic Analysis of Online Course Discussion Forum: A Short Review","display_name":"Automatic Analysis of Online Course Discussion Forum: A Short Review","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4387951157","doi":"https://doi.org/10.1109/ccece58730.2023.10289065"},"language":"en","primary_location":{"id":"doi:10.1109/ccece58730.2023.10289065","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccece58730.2023.10289065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"review","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/A5114064929","display_name":"Dharamjit Parmar","orcid":null},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dharamjit Parmar","raw_affiliation_strings":["Athabasca University,School of Computing and Information Systems, Faculty of Science and Technology,Athabasca,Canada","School of Computing and Information Systems, Faculty of Science and Technology, Athabasca University, Athabasca, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athabasca University,School of Computing and Information Systems, Faculty of Science and Technology,Athabasca,Canada","institution_ids":["https://openalex.org/I86897205"]},{"raw_affiliation_string":"School of Computing and Information Systems, Faculty of Science and Technology, Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089476507","display_name":"M. Ali Akber Dewan","orcid":"https://orcid.org/0000-0001-6347-7509"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. Ali Akber Dewan","raw_affiliation_strings":["Athabasca University,School of Computing and Information Systems, Faculty of Science and Technology,Athabasca,Canada","School of Computing and Information Systems, Faculty of Science and Technology, Athabasca University, Athabasca, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athabasca University,School of Computing and Information Systems, Faculty of Science and Technology,Athabasca,Canada","institution_ids":["https://openalex.org/I86897205"]},{"raw_affiliation_string":"School of Computing and Information Systems, Faculty of Science and Technology, Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101591234","display_name":"Dunwei Wen","orcid":"https://orcid.org/0000-0002-9132-8153"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dunwei Wen","raw_affiliation_strings":["Athabasca University,School of Computing and Information Systems, Faculty of Science and Technology,Athabasca,Canada","School of Computing and Information Systems, Faculty of Science and Technology, Athabasca University, Athabasca, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athabasca University,School of Computing and Information Systems, Faculty of Science and Technology,Athabasca,Canada","institution_ids":["https://openalex.org/I86897205"]},{"raw_affiliation_string":"School of Computing and Information Systems, Faculty of Science and Technology, Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14831388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs/1911.07629","issue":null,"first_page":"210","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9952999949455261,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6535990238189697},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.6426011323928833},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3542090058326721},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3202696442604065},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12850096821784973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535990238189697},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.6426011323928833},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3542090058326721},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3202696442604065},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12850096821784973},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece58730.2023.10289065","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccece58730.2023.10289065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W158206387","https://openalex.org/W2792000464","https://openalex.org/W2887909718","https://openalex.org/W2894159475","https://openalex.org/W2911020385","https://openalex.org/W2963015609","https://openalex.org/W3020995159","https://openalex.org/W3037784299","https://openalex.org/W3039946271","https://openalex.org/W3045321754","https://openalex.org/W3121259022","https://openalex.org/W3173800147","https://openalex.org/W4288023311","https://openalex.org/W4288372563","https://openalex.org/W6753893312","https://openalex.org/W6761917421","https://openalex.org/W6770405922","https://openalex.org/W6772152468"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4318717247","https://openalex.org/W2267656092","https://openalex.org/W2317874921","https://openalex.org/W2736755255","https://openalex.org/W4362648715","https://openalex.org/W2009385780","https://openalex.org/W3082623308","https://openalex.org/W3120503679"],"abstract_inverted_index":{"Course":[0],"discussion":[1,60],"forums":[2,22],"play":[3],"a":[4,44,152,183],"vital":[5],"role":[6],"in":[7,18,98,121,151,182],"connecting":[8],"students":[9,150,209],"to":[10,57,62,132,145,149],"their":[11],"peers,":[12],"exchanging":[13],"ideas,":[14],"opinions,":[15],"and":[16,52,65,93,109,113,128,195,215,218],"information":[17],"online":[19,198,204],"learning.":[20,38],"These":[21],"are":[23],"not":[24],"only":[25],"the":[26,32,80,133,162,167,174,193,208],"key":[27],"point":[28],"of":[29,47,49,82,137,197,207],"contact":[30],"for":[31],"course,":[33],"but":[34],"also":[35],"facilitate":[36],"student\u2019s":[37],"In":[39],"this":[40],"paper,":[41],"we":[42],"present":[43],"short":[45],"review":[46],"applications":[48],"machine":[50],"learning":[51,68,188,205],"natural":[53,153],"language":[54],"processing":[55],"techniques":[56,178],"analyze":[58],"course":[59,175],"posts":[61],"provide":[63,146],"insights":[64],"improve":[66,203],"students\u2019":[67],"outcome.":[69],"We":[70],"categorized":[71],"these":[72],"methods":[73,97,120,136],"into":[74,186],"four":[75],"main":[76],"groups":[77],"based":[78],"on":[79,104,126,141,160],"area":[81],"applications:":[83],"automated":[84,99],"question":[85,100],"answering":[86,101],"systems,":[87,90],"thread":[88,122],"recommender":[89,123],"conversational":[91,138],"agents,":[92],"topic":[94,156],"modeling.":[95],"The":[96,119,135,155,169],"systems":[102,124],"focus":[103,125,140],"identifying":[105,127,161],"common":[106],"questions,":[107],"concerns,":[108],"confusion":[110],"among":[111],"learners":[112],"generating":[114],"responses":[115],"without":[116],"human":[117],"intervention.":[118],"recommending":[129],"useful":[130],"threads":[131],"students.":[134,168],"agents":[139,144],"creating":[142],"virtual":[143],"personalized":[147],"support":[148],"conversation.":[154],"modeling":[157],"group":[158],"focuses":[159],"topics":[163],"mostly":[164],"discussed":[165],"by":[166,210],"research":[170],"findings":[171],"indicate":[172],"that":[173],"forum":[176],"analysis":[177],"can":[179,191],"be":[180],"integrated":[181],"logical":[184],"way":[185],"smart":[187],"environments":[189],"which":[190],"transform":[192],"effectiveness":[194],"accessibility":[196],"courses.":[199],"Such":[200],"integrations":[201],"could":[202],"experience":[206],"providing":[211],"more":[212],"personalized,":[213],"meaningful,":[214],"engaging":[216],"educational":[217],"instructional":[219],"supports.":[220]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
