{"id":"https://openalex.org/W4388412801","doi":"https://doi.org/10.1186/s40561-023-00277-3","title":"Unlocking teachers\u2019 potential: MOOCLS, a visualization tool for enhancing MOOC teaching","display_name":"Unlocking teachers\u2019 potential: MOOCLS, a visualization tool for enhancing MOOC teaching","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4388412801","doi":"https://doi.org/10.1186/s40561-023-00277-3"},"language":"en","primary_location":{"id":"doi:10.1186/s40561-023-00277-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40561-023-00277-3","pdf_url":"https://slejournal.springeropen.com/counter/pdf/10.1186/s40561-023-00277-3","source":{"id":"https://openalex.org/S2494786546","display_name":"Smart Learning Environments","issn_l":"2196-7091","issn":["2196-7091"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Learning Environments","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://slejournal.springeropen.com/counter/pdf/10.1186/s40561-023-00277-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053042923","display_name":"Brahim Hmedna","orcid":"https://orcid.org/0000-0002-6096-7542"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Brahim Hmedna","raw_affiliation_strings":["IMIS Laboratory, FSA-AM | ENCGA, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMIS Laboratory, FSA-AM | ENCGA, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003585561","display_name":"A\u00efcha Bakki","orcid":"https://orcid.org/0000-0002-3394-9234"},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aicha Bakki","raw_affiliation_strings":["Univ Angers, LERIA, SFR MATHSTIC, 49000, Angers, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Angers, LERIA, SFR MATHSTIC, 49000, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012018808","display_name":"Ali El Mezouary","orcid":"https://orcid.org/0009-0006-9746-3221"},"institutions":[{"id":"https://openalex.org/I4210148805","display_name":"R\u00e9gie Autonome Multi Services D'Agadir","ror":"https://ror.org/05m906m06","country_code":"MA","type":"other","lineage":["https://openalex.org/I4210148805"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ali El Mezouary","raw_affiliation_strings":["IRF-SIC Laboratory, FSA | ESTA, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, FSA | ESTA, Agadir, Morocco","institution_ids":["https://openalex.org/I4210148805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018753983","display_name":"Omar Baz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148805","display_name":"R\u00e9gie Autonome Multi Services D'Agadir","ror":"https://ror.org/05m906m06","country_code":"MA","type":"other","lineage":["https://openalex.org/I4210148805"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Omar Baz","raw_affiliation_strings":["IRF-SIC Laboratory, FSA | ESTA, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, FSA | ESTA, Agadir, Morocco","institution_ids":["https://openalex.org/I4210148805"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053042923"],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":null,"apc_paid":null,"fwci":1.8456,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89398836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9997000098228455,"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":0.9997000098228455,"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9894000291824341,"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"}},{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management","score":0.9381999969482422,"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/learning-styles","display_name":"Learning styles","score":0.7861460447311401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6547977328300476},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5768320560455322},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4892392158508301},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.4740706980228424},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4513043165206909},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3611398935317993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.174645334482193},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14887064695358276}],"concepts":[{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.7861460447311401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6547977328300476},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5768320560455322},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4892392158508301},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.4740706980228424},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4513043165206909},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3611398935317993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.174645334482193},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14887064695358276},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40561-023-00277-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40561-023-00277-3","pdf_url":"https://slejournal.springeropen.com/counter/pdf/10.1186/s40561-023-00277-3","source":{"id":"https://openalex.org/S2494786546","display_name":"Smart Learning Environments","issn_l":"2196-7091","issn":["2196-7091"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Learning Environments","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3467ff8436e349879cc6632eb839c757","is_oa":true,"landing_page_url":"https://doaj.org/article/3467ff8436e349879cc6632eb839c757","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Smart Learning Environments, Vol 10, Iss 1, Pp 1-40 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40561-023-00277-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40561-023-00277-3","pdf_url":"https://slejournal.springeropen.com/counter/pdf/10.1186/s40561-023-00277-3","source":{"id":"https://openalex.org/S2494786546","display_name":"Smart Learning Environments","issn_l":"2196-7091","issn":["2196-7091"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Learning Environments","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388412801.pdf"},"referenced_works_count":124,"referenced_works":["https://openalex.org/W54387025","https://openalex.org/W172711948","https://openalex.org/W1525490064","https://openalex.org/W1541704758","https://openalex.org/W1562033606","https://openalex.org/W1596953637","https://openalex.org/W1729856091","https://openalex.org/W1931065636","https://openalex.org/W1967371720","https://openalex.org/W1987971958","https://openalex.org/W1999884667","https://openalex.org/W2001453920","https://openalex.org/W2011819071","https://openalex.org/W2014817805","https://openalex.org/W2017260975","https://openalex.org/W2017337590","https://openalex.org/W2018168937","https://openalex.org/W2021071494","https://openalex.org/W2033253321","https://openalex.org/W2047210947","https://openalex.org/W2047740415","https://openalex.org/W2051039358","https://openalex.org/W2065041184","https://openalex.org/W2068612705","https://openalex.org/W2073580195","https://openalex.org/W2085487226","https://openalex.org/W2089850681","https://openalex.org/W2100409974","https://openalex.org/W2101992201","https://openalex.org/W2102084039","https://openalex.org/W2103569556","https://openalex.org/W2108377576","https://openalex.org/W2111139266","https://openalex.org/W2112929667","https://openalex.org/W2112955368","https://openalex.org/W2113586398","https://openalex.org/W2124276821","https://openalex.org/W2130183563","https://openalex.org/W2136209728","https://openalex.org/W2136558449","https://openalex.org/W2141337864","https://openalex.org/W2159215026","https://openalex.org/W2162885276","https://openalex.org/W2167420096","https://openalex.org/W2168787656","https://openalex.org/W2189625117","https://openalex.org/W2213730961","https://openalex.org/W2234399958","https://openalex.org/W2247875277","https://openalex.org/W2250880511","https://openalex.org/W2269104924","https://openalex.org/W2322980134","https://openalex.org/W2341457235","https://openalex.org/W2378208052","https://openalex.org/W2407890928","https://openalex.org/W2511620439","https://openalex.org/W2514832122","https://openalex.org/W2545697420","https://openalex.org/W2566218372","https://openalex.org/W2594436608","https://openalex.org/W2601252882","https://openalex.org/W2607014985","https://openalex.org/W2724628159","https://openalex.org/W2770084557","https://openalex.org/W2788239866","https://openalex.org/W2793574275","https://openalex.org/W2796502572","https://openalex.org/W2803272095","https://openalex.org/W2806307656","https://openalex.org/W2883720862","https://openalex.org/W2884405396","https://openalex.org/W2888855962","https://openalex.org/W2913498829","https://openalex.org/W2915433464","https://openalex.org/W2920815280","https://openalex.org/W2940697080","https://openalex.org/W2979909647","https://openalex.org/W2982623704","https://openalex.org/W2988551333","https://openalex.org/W2998701638","https://openalex.org/W3000823278","https://openalex.org/W3030122515","https://openalex.org/W3035383124","https://openalex.org/W3087721598","https://openalex.org/W3131196446","https://openalex.org/W3170775390","https://openalex.org/W3172873108","https://openalex.org/W3199422386","https://openalex.org/W3204649310","https://openalex.org/W4205611805","https://openalex.org/W4210746457","https://openalex.org/W4213011574","https://openalex.org/W4213301475","https://openalex.org/W4224258063","https://openalex.org/W4224955524","https://openalex.org/W4233786809","https://openalex.org/W4236654676","https://openalex.org/W4236765470","https://openalex.org/W4238119754","https://openalex.org/W4239761480","https://openalex.org/W4242680284","https://openalex.org/W4243847365","https://openalex.org/W4244291078","https://openalex.org/W4245039430","https://openalex.org/W4253239654","https://openalex.org/W4254112440","https://openalex.org/W4254182148","https://openalex.org/W4292003697","https://openalex.org/W4293149314","https://openalex.org/W4300100496","https://openalex.org/W4312193953","https://openalex.org/W4317525886","https://openalex.org/W4320033813","https://openalex.org/W4376602823","https://openalex.org/W4377140245","https://openalex.org/W6601751924","https://openalex.org/W6644682428","https://openalex.org/W6684327724","https://openalex.org/W6686245457","https://openalex.org/W6697265569","https://openalex.org/W6698386084","https://openalex.org/W6754235555","https://openalex.org/W7001717684","https://openalex.org/W7001764001"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2356229341","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2121496884","https://openalex.org/W2387910809"],"abstract_inverted_index":{"Abstract":[0],"Massive":[1],"Open":[2],"Online":[3],"Courses":[4],"(MOOCs)":[5],"are":[6],"revolutionizing":[7],"online":[8],"education":[9],"and":[10,25,31,119,142,162],"have":[11],"become":[12],"a":[13,87],"popular":[14],"teaching":[15],"platform.":[16],"However,":[17],"traditional":[18],"MOOCs":[19],"often":[20],"overlook":[21],"learners'":[22,49],"individual":[23],"needs":[24],"preferences":[26,50],"when":[27],"designing":[28],"learning":[29,36,53,95,130,148,158],"materials":[30],"activities,":[32],"resulting":[33],"in":[34,59,79,164],"suboptimal":[35],"experiences.":[37],"To":[38],"address":[39],"this":[40,42],"issue,":[41],"paper":[43],"proposes":[44],"an":[45,111],"approach":[46],"to":[47,122,139,156,166],"identify":[48,94],"for":[51],"different":[52],"styles":[54,131,149],"by":[55],"analyzing":[56],"their":[57,133,151],"traces":[58],"MOOC":[60],"environments.":[61],"The":[62],"Felder\u2013Silverman":[63],"Learning":[64,109],"Style":[65],"Model":[66],"is":[67,71],"adopted":[68],"as":[69],"it":[70],"one":[72],"of":[73,129,150],"the":[74,127,147],"most":[75],"widely":[76],"used":[77],"models":[78],"technology-enhanced":[80],"learning.":[81],"This":[82,135],"research":[83],"focuses":[84],"on":[85,98],"developing":[86],"reliable":[88],"predictive":[89],"model":[90,103],"that":[91,144],"can":[92,116,154],"accurately":[93],"styles.":[96],"Based":[97],"insights":[99],"gained":[100],"from":[101],"our":[102],"implementation,":[104],"we":[105],"propose":[106],"MOOCLS":[107,115],"(MOOC":[108],"Styles),":[110],"intuitive":[112],"visualization":[113],"tool.":[114],"help":[117],"teachers":[118],"instructional":[120],"designers":[121],"gain":[123],"significant":[124],"insight":[125],"into":[126],"diversity":[128],"within":[132],"MOOCs.":[134],"will":[136],"allow":[137],"them":[138],"design":[140],"activities":[141],"content":[143],"better":[145],"support":[146],"learners,":[152],"which":[153],"lead":[155],"higher":[157],"engagement,":[159],"improved":[160],"performance,":[161],"reduction":[163],"time":[165],"learn.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}