{"id":"https://openalex.org/W4399173609","doi":"https://doi.org/10.1145/3660043.3660219","title":"Comparative Text Analysis of Open Online Course Reviews: Unveiling Insights from Two Learning Platforms Using Text Mining Techniques","display_name":"Comparative Text Analysis of Open Online Course Reviews: Unveiling Insights from Two Learning Platforms Using Text Mining Techniques","publication_year":2023,"publication_date":"2023-12-22","ids":{"openalex":"https://openalex.org/W4399173609","doi":"https://doi.org/10.1145/3660043.3660219"},"language":"en","primary_location":{"id":"doi:10.1145/3660043.3660219","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660043.3660219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence","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/A5035871063","display_name":"Mingjing Yi","orcid":"https://orcid.org/0009-0008-0765-066X"},"institutions":[{"id":"https://openalex.org/I4210106134","display_name":"Guangzhou Vocational College of Science and Technology","ror":"https://ror.org/01dan7p53","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106134"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meilian Yi","raw_affiliation_strings":["school of computer, Guangzhou College of Applied Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"school of computer, Guangzhou College of Applied Science and Technology, China","institution_ids":["https://openalex.org/I4210106134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5035871063"],"corresponding_institution_ids":["https://openalex.org/I4210106134"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24944207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"985","last_page":"992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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/T10260","display_name":"Software Engineering Research","score":0.9498000144958496,"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/T10162","display_name":"Online and Blended Learning","score":0.9053000211715698,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.9026286602020264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6981192827224731},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.6197401285171509},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5209418535232544},{"id":"https://openalex.org/keywords/online-course","display_name":"Online course","score":0.512500524520874},{"id":"https://openalex.org/keywords/autonomy","display_name":"Autonomy","score":0.4842097759246826},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.47718846797943115},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.46468427777290344},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4282098114490509},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42417111992836},{"id":"https://openalex.org/keywords/distance-education","display_name":"Distance education","score":0.4111568331718445},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3623451888561249},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.35063740611076355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18510231375694275},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15763011574745178},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12235748767852783}],"concepts":[{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.9026286602020264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981192827224731},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.6197401285171509},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5209418535232544},{"id":"https://openalex.org/C2986081426","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Online course","level":2,"score":0.512500524520874},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.4842097759246826},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47718846797943115},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.46468427777290344},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4282098114490509},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42417111992836},{"id":"https://openalex.org/C503872463","wikidata":"https://www.wikidata.org/wiki/Q159595","display_name":"Distance education","level":2,"score":0.4111568331718445},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3623451888561249},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.35063740611076355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18510231375694275},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15763011574745178},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12235748767852783},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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:10.1145/3660043.3660219","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660043.3660219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence","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":5,"referenced_works":["https://openalex.org/W2965905350","https://openalex.org/W2977285514","https://openalex.org/W3022935508","https://openalex.org/W3035269559","https://openalex.org/W4210644842"],"related_works":["https://openalex.org/W2588045479","https://openalex.org/W3171822798","https://openalex.org/W4393786455","https://openalex.org/W2387387592","https://openalex.org/W3111150353","https://openalex.org/W2053285930","https://openalex.org/W4390476759","https://openalex.org/W2286640297","https://openalex.org/W2238644347","https://openalex.org/W1594102752"],"abstract_inverted_index":{"Analyzing":[0],"and":[1,12,27,56,80,102,119,126,139],"mining":[2,57],"reviews":[3,49],"from":[4],"two":[5,52],"different":[6],"platforms,":[7,53],"China":[8,67],"University":[9,68],"MOOC":[10,69],"(www.icourse163.org/)":[11],"Bilibili":[13,95],"(www.bilibili.com/),":[14],"is":[15],"crucial":[16],"for":[17,29],"gaining":[18],"insights":[19],"into":[20],"learners'":[21,136],"true":[22],"objectives,":[23],"areas":[24],"of":[25,121,130],"focus,":[26],"drivers":[28],"continuous":[30],"learning":[31,141],"on":[32,43,66,94],"online":[33],"courses.":[34],"Through":[35],"word":[36],"frequency,":[37],"TF-IDF,":[38],"LDA":[39],"topic":[40],"model,":[41],"based":[42],"the":[44,51,54,90,117,128],"same":[45],"cell":[46],"biology":[47],"course":[48,75,78],"in":[50,74],"analysis":[55],"are":[58],"carried":[59],"out.":[60],"The":[61,105],"results":[62],"indicate":[63],"that":[64,109],"learners":[65,93],"show":[70],"a":[71],"greater":[72],"interest":[73],"video":[76],"production,":[77],"content,":[79],"teaching":[81],"methods,":[82],"with":[83],"relatively":[84],"less":[85],"interactivity":[86,125],"among":[87],"learners.":[88,122],"On":[89],"other":[91],"hand,":[92],"demonstrate":[96],"more":[97],"defined":[98],"goals,":[99],"higher":[100],"autonomy,":[101],"better":[103],"interactivity.":[104],"research":[106],"findings":[107],"suggest":[108],"enhancing":[110],"intrinsic":[111],"motivation":[112],"to":[113],"learn":[114],"involves":[115],"understanding":[116],"needs":[118],"goals":[120],"Moreover,":[123],"increasing":[124],"following":[127],"guidance":[129],"opinion":[131],"leaders":[132],"can":[133],"effectively":[134],"improve":[135],"completion":[137],"rates":[138],"overall":[140],"efficiency.":[142]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}