{"id":"https://openalex.org/W2889068253","doi":"https://doi.org/10.1145/3234825.3234833","title":"On the Need for Fine-Grained Analysis of Gender Versus Commenting Behaviour in MOOCs","display_name":"On the Need for Fine-Grained Analysis of Gender Versus Commenting Behaviour in MOOCs","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889068253","doi":"https://doi.org/10.1145/3234825.3234833","mag":"2889068253"},"language":"en","primary_location":{"id":"doi:10.1145/3234825.3234833","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3234825.3234833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 The 3rd International Conference on Information and Education Innovations - ICIEI 2018","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/output/1144831","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014306963","display_name":"Mohammad Alshehri","orcid":"https://orcid.org/0000-0002-5482-1926"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mohammad Alshehri","raw_affiliation_strings":["Computer Science, Warwick University"],"affiliations":[{"raw_affiliation_string":"Computer Science, Warwick University","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025103411","display_name":"Jonathan Foss","orcid":"https://orcid.org/0000-0003-4106-5583"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan Foss","raw_affiliation_strings":["Computer Science, Warwick University"],"affiliations":[{"raw_affiliation_string":"Computer Science, Warwick University","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034125179","display_name":"Alexandra I. Cristea","orcid":"https://orcid.org/0000-0002-1454-8822"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexandra I. Cristea","raw_affiliation_strings":["Computer Science, Warwick University"],"affiliations":[{"raw_affiliation_string":"Computer Science, Warwick University","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062582350","display_name":"Mizue Kayama","orcid":"https://orcid.org/0000-0001-9654-7112"},"institutions":[{"id":"https://openalex.org/I4210162928","display_name":"\u014ctani University","ror":"https://ror.org/05b7rex33","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210162928"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mizue Kayama","raw_affiliation_strings":["Shinshu University"],"affiliations":[{"raw_affiliation_string":"Shinshu University","institution_ids":["https://openalex.org/I4210162928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427516","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0001-7119-3207"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["Centre for Educational Development and Support, Liverpool University"],"affiliations":[{"raw_affiliation_string":"Centre for Educational Development and Support, Liverpool University","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001913485","display_name":"Ahmed Alamri","orcid":"https://orcid.org/0000-0001-9258-3503"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Alamri","raw_affiliation_strings":["Computer Science, Warwick University"],"affiliations":[{"raw_affiliation_string":"Computer Science, Warwick University","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045397517","display_name":"Adam Tsakalidis","orcid":"https://orcid.org/0000-0003-1831-0683"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adam Tsakalidis","raw_affiliation_strings":["Computer Science, Warwick University"],"affiliations":[{"raw_affiliation_string":"Computer Science, Warwick University","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5014306963"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":1.8908,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87939641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6701496839523315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6157936453819275},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.6063539385795593},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.42348968982696533},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40681204199790955},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3590851426124573},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3104860782623291},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22461387515068054},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09228038787841797}],"concepts":[{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6701496839523315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6157936453819275},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6063539385795593},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.42348968982696533},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40681204199790955},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3590851426124573},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3104860782623291},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22461387515068054},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09228038787841797},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3234825.3234833","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3234825.3234833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 The 3rd International Conference on Information and Education Innovations - ICIEI 2018","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:25778","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/25778/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196258","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"(2018). Proceedings of the 2018 the 3rd International Conference on Information and Education Innovations (ICIEI'18) : London, United Kingdom, June 30 - July 02, 2018. New York, NY, USA: Association for Computing Machinery, pp. 73-77, ACM international conference proceeding series","raw_type":"Book chapter"},{"id":"pmh:oai:durham-repository.worktribe.com:1144831","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1144831","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:1144831","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1144831","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320333350","display_name":"School of Law, University of Warwick","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1128820364","https://openalex.org/W1946885964","https://openalex.org/W1975086289","https://openalex.org/W2012265254","https://openalex.org/W2048864308","https://openalex.org/W2082885096","https://openalex.org/W2091508823","https://openalex.org/W2117688236","https://openalex.org/W2147859400","https://openalex.org/W2237683238","https://openalex.org/W2292423997","https://openalex.org/W2528908043","https://openalex.org/W2574248532","https://openalex.org/W2579358387","https://openalex.org/W2584119119","https://openalex.org/W2904123075","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3171822798","https://openalex.org/W2405845924","https://openalex.org/W2997567050","https://openalex.org/W2588045479","https://openalex.org/W4316495904","https://openalex.org/W2799452684","https://openalex.org/W498382763","https://openalex.org/W3013455108","https://openalex.org/W1725578226","https://openalex.org/W2801460401"],"abstract_inverted_index":{"Stereotyping":[0],"is":[1,37],"the":[2,10,17,30,72,78],"first":[3],"type":[4],"of":[5,19,116,134],"adaptation":[6],"ever":[7],"proposed.":[8],"However,":[9],"early":[11],"systems":[12],"have":[13],"never":[14],"dealt":[15],"with":[16],"numbers":[18],"learners":[20],"that":[21,33,71],"current":[22],"Massive":[23],"Open":[24],"Online":[25],"Courses":[26],"(MOOCs)":[27],"provide.":[28],"Thus,":[29],"umbrella":[31],"question":[32],"this":[34,108],"work":[35],"tackles":[36],"if":[38],"learner":[39],"characteristics":[40],"can":[41,126],"predict":[42],"their":[43],"overall,":[44],"but":[45,94],"also":[46],"fine-grain":[47],"behaviour.":[48,66],"Earlier":[49],"results":[50,104],"point":[51],"at":[52],"differences":[53],"related":[54],"to":[55,58,120],"gender":[56,63],"or":[57,81],"age.":[59],"Here,":[60],"we":[61],"analyse":[62],"versus":[64],"commenting":[65],"Our":[67],"fine-grained":[68],"analysis":[69],"shows":[70],"result":[73],"may":[74],"further":[75],"depend":[76],"on":[77,98],"course":[79],"topic,":[80],"even":[82],"week.":[83],"Surprisingly,":[84],"for":[85,138],"instance,":[86],"women":[87],"chat":[88],"less":[89],"in":[90,107,110,128,132],"a":[91,99],"Psychology-related":[92],"course,":[93],"more":[95],"(or":[96],"similar)":[97],"Computer":[100],"Science":[101],"course.":[102],"These":[103],"are":[105],"analysed":[106],"paper":[109],"details,":[111],"including":[112],"two":[113],"different":[114,122],"methods":[115],"averaging":[117],"comments,":[118],"leading":[119],"remarkably":[121],"results.":[123],"The":[124],"outcomes":[125],"help":[127],"informing":[129],"future":[130],"runs,":[131],"terms":[133],"potential":[135],"personalised":[136],"feedback":[137],"teachers":[139],"and":[140],"students.":[141]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}