{"id":"https://openalex.org/W2568327338","doi":"https://doi.org/10.1109/cist.2016.7805105","title":"Classification system of learners engagement within Massive Open Online Courses","display_name":"Classification system of learners engagement within Massive Open Online Courses","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2568327338","doi":"https://doi.org/10.1109/cist.2016.7805105","mag":"2568327338"},"language":"en","primary_location":{"id":"doi:10.1109/cist.2016.7805105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2016.7805105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 4th IEEE International Colloquium on Information Science and Technology (CiSt)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010768990","display_name":"Hind Hayati","orcid":"https://orcid.org/0000-0001-5828-8471"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hind Hayati","raw_affiliation_strings":["RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036771685","display_name":"Jihane Sophia Tahiri","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Jihane Sophia Tahiri","raw_affiliation_strings":["RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057595411","display_name":"Mohammed Khalidi Idrissi","orcid":"https://orcid.org/0000-0001-8654-9122"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Khalidi Idrissi","raw_affiliation_strings":["RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082311986","display_name":"Samir Bennani","orcid":"https://orcid.org/0000-0002-9624-2367"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Samir Bennani","raw_affiliation_strings":["RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME Team-Networking, University Mohammed V of Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":1.2897,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81525508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"527","last_page":"530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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/T12395","display_name":"Educational Innovations and Technology","score":0.9854999780654907,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9778000116348267,"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/computer-science","display_name":"Computer science","score":0.7064094543457031},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6389490365982056},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.6296954154968262},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6079627871513367},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6028689742088318},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.5915234684944153},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5541064739227295},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4284898042678833},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.41652244329452515},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33576974272727966},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3197176456451416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18414315581321716},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17286673188209534},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1307797133922577},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0764443576335907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7064094543457031},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6389490365982056},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.6296954154968262},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6079627871513367},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6028689742088318},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.5915234684944153},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5541064739227295},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4284898042678833},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.41652244329452515},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33576974272727966},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3197176456451416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18414315581321716},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17286673188209534},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1307797133922577},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0764443576335907},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cist.2016.7805105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2016.7805105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 4th IEEE International Colloquium on Information Science and Technology (CiSt)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.699999988079071,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W593784469","https://openalex.org/W1985236750","https://openalex.org/W2001847322","https://openalex.org/W2088021553","https://openalex.org/W2118835804","https://openalex.org/W2259072583","https://openalex.org/W4323966317","https://openalex.org/W6617608907"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W4241523039","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W178231042","https://openalex.org/W2366083136","https://openalex.org/W2387622493","https://openalex.org/W2782041652","https://openalex.org/W2546314413","https://openalex.org/W2236045586"],"abstract_inverted_index":{"Engagement":[0],"is":[1,39],"one":[2],"of":[3,7,21,44,68],"the":[4,12,18,42,66,69,78,97],"important":[5],"key":[6],"success":[8],"in":[9,23,74],"academic":[10],"process,":[11],"present":[13,58],"article":[14],"aims":[15],"to":[16,40,57,76,91],"model":[17],"classification":[19,72],"system":[20],"learners":[22,79],"Massive":[24],"Open":[25],"Online":[26],"Course":[27],"(MOOC)":[28],"based":[29,61],"on":[30,62,81],"their":[31,82],"engagement":[32,45,83],"levels.":[33,52],"In":[34],"this":[35],"scope,":[36],"our":[37],"mission":[38],"define":[41],"notion":[43],"as":[46,48],"well":[47],"establish":[49],"its":[50],"different":[51],"This":[53],"will":[54,86],"enable":[55],"us":[56],"an":[59],"approach":[60],"indicators":[63],"measurement":[64],"with":[65],"application":[67],"k-means":[70],"clustering":[71],"algorithm,":[73],"order":[75],"group":[77],"depending":[80],"level,":[84],"which":[85],"help":[87],"tutors":[88],"and":[89,95],"developers":[90],"take":[92],"good":[93],"decisions":[94],"minimize":[96],"dropout":[98],"rate.":[99]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
