{"id":"https://openalex.org/W2979909647","doi":"https://doi.org/10.1007/s10586-019-02992-4","title":"A predictive model for the identification of learning styles in MOOC environments","display_name":"A predictive model for the identification of learning styles in MOOC environments","publication_year":2019,"publication_date":"2019-10-12","ids":{"openalex":"https://openalex.org/W2979909647","doi":"https://doi.org/10.1007/s10586-019-02992-4","mag":"2979909647"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-019-02992-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-019-02992-4","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-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/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":["IRF-SIC Laboratory Ibn Zohr University Agadir Morocco, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory Ibn Zohr University Agadir Morocco, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"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/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":false,"raw_author_name":"Ali El Mezouary","raw_affiliation_strings":["IRF-SIC Laboratory Ibn Zohr University Agadir Morocco, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory Ibn Zohr University Agadir Morocco, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018753983","display_name":"Omar Baz","orcid":null},"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":false,"raw_author_name":"Omar Baz","raw_affiliation_strings":["IRF-SIC Laboratory Ibn Zohr University Agadir Morocco, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory Ibn Zohr University Agadir Morocco, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053042923"],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":10.934,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.98306199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"23","issue":"2","first_page":"1303","last_page":"1328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.998199999332428,"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":0.998199999332428,"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":0.9950000047683716,"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/computer-science","display_name":"Computer science","score":0.8367229700088501},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.8140178918838501},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6057525873184204},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.5989929437637329},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.596170961856842},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.5811426639556885},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5789746046066284},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.572307288646698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5115559697151184},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4435373544692993},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4390736222267151},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3291671872138977},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.1796470284461975},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16980907320976257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16417905688285828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1416839361190796}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8367229700088501},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8140178918838501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6057525873184204},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.5989929437637329},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.596170961856842},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.5811426639556885},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5789746046066284},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.572307288646698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5115559697151184},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4435373544692993},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4390736222267151},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3291671872138977},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.1796470284461975},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16980907320976257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16417905688285828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1416839361190796},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-019-02992-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-019-02992-4","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"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":64,"referenced_works":["https://openalex.org/W2823260","https://openalex.org/W94203212","https://openalex.org/W122726868","https://openalex.org/W137919777","https://openalex.org/W172260869","https://openalex.org/W181546580","https://openalex.org/W1562033606","https://openalex.org/W1608292140","https://openalex.org/W1729856091","https://openalex.org/W1924178503","https://openalex.org/W1977556410","https://openalex.org/W1980849679","https://openalex.org/W1996869586","https://openalex.org/W2005685204","https://openalex.org/W2016162900","https://openalex.org/W2021071494","https://openalex.org/W2030308361","https://openalex.org/W2068612705","https://openalex.org/W2073459066","https://openalex.org/W2079218151","https://openalex.org/W2085487226","https://openalex.org/W2101234009","https://openalex.org/W2101992201","https://openalex.org/W2102084039","https://openalex.org/W2112929667","https://openalex.org/W2112955368","https://openalex.org/W2113586398","https://openalex.org/W2122646361","https://openalex.org/W2124276821","https://openalex.org/W2125283600","https://openalex.org/W2132424470","https://openalex.org/W2136209728","https://openalex.org/W2141337864","https://openalex.org/W2165174009","https://openalex.org/W2167420096","https://openalex.org/W2168787656","https://openalex.org/W2177299793","https://openalex.org/W2189255354","https://openalex.org/W2234399958","https://openalex.org/W2234598170","https://openalex.org/W2250880511","https://openalex.org/W2296719434","https://openalex.org/W2306023073","https://openalex.org/W2307373410","https://openalex.org/W2329689179","https://openalex.org/W2335821216","https://openalex.org/W2371638596","https://openalex.org/W2403767860","https://openalex.org/W2407890928","https://openalex.org/W2466559819","https://openalex.org/W2518750902","https://openalex.org/W2522256258","https://openalex.org/W2562319768","https://openalex.org/W2580783295","https://openalex.org/W2724628159","https://openalex.org/W2743607534","https://openalex.org/W2787725691","https://openalex.org/W2788239866","https://openalex.org/W2892462626","https://openalex.org/W2911964244","https://openalex.org/W4229647134","https://openalex.org/W4236654676","https://openalex.org/W4285719527","https://openalex.org/W4292003697"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W4362597605","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4297676672","https://openalex.org/W4281702477","https://openalex.org/W4378510483","https://openalex.org/W4376166922","https://openalex.org/W2490526372","https://openalex.org/W4221142204"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}