{"id":"https://openalex.org/W2554223200","doi":"https://doi.org/10.1080/12460125.2017.1252233","title":"A preference ordered classification to leader learners identification in a MOOC","display_name":"A preference ordered classification to leader learners identification in a MOOC","publication_year":2016,"publication_date":"2016-11-07","ids":{"openalex":"https://openalex.org/W2554223200","doi":"https://doi.org/10.1080/12460125.2017.1252233","mag":"2554223200"},"language":"en","primary_location":{"id":"doi:10.1080/12460125.2017.1252233","is_oa":false,"landing_page_url":"https://doi.org/10.1080/12460125.2017.1252233","pdf_url":null,"source":{"id":"https://openalex.org/S119153320","display_name":"Journal of Decision System","issn_l":"1246-0125","issn":["1246-0125","2116-7052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Decision Systems","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/A5049570396","display_name":"Sarra Bouzayane","orcid":"https://orcid.org/0000-0001-6494-7867"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Sarra Bouzayane","raw_affiliation_strings":["MIS Laboratory, University of Picardie Jules Verne, Amiens, France; MIRACL Laboratory, Higher Institute of Computer Science and Multimedia, Sfax, Tunisia","MIS Laboratory, University of Picardie Jules Verne, Amiens, France","MIRACL Laboratory, Higher Institute of Computer Science and Multimedia, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"MIS Laboratory, University of Picardie Jules Verne, Amiens, France; MIRACL Laboratory, Higher Institute of Computer Science and Multimedia, Sfax, Tunisia","institution_ids":["https://openalex.org/I4647051"]},{"raw_affiliation_string":"MIS Laboratory, University of Picardie Jules Verne, Amiens, France","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"raw_affiliation_string":"MIRACL Laboratory, Higher Institute of Computer Science and Multimedia, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023379719","display_name":"In\u00e8s Saad","orcid":"https://orcid.org/0000-0003-3287-9112"},"institutions":[{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"In\u00e8s Saad","raw_affiliation_strings":["MIS Laboratory, University of Picardie Jules Verne, Amiens, France; MIS laboratory, UPJV, Amiens Business School, Amiens, France","MIS laboratory, UPJV, Amiens Business School, Amiens, France","MIS Laboratory, University of Picardie Jules Verne, Amiens, France"],"affiliations":[{"raw_affiliation_string":"MIS Laboratory, University of Picardie Jules Verne, Amiens, France; MIS laboratory, UPJV, Amiens Business School, Amiens, France","institution_ids":["https://openalex.org/I4647051"]},{"raw_affiliation_string":"MIS laboratory, UPJV, Amiens Business School, Amiens, France","institution_ids":[]},{"raw_affiliation_string":"MIS Laboratory, University of Picardie Jules Verne, Amiens, France","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049570396"],"corresponding_institution_ids":["https://openalex.org/I142899784","https://openalex.org/I4401200318","https://openalex.org/I4647051"],"apc_list":null,"apc_paid":null,"fwci":1.3939,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84096089,"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":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/preference","display_name":"Preference","score":0.8243882656097412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.705142617225647},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5279616117477417},{"id":"https://openalex.org/keywords/dominance","display_name":"Dominance (genetics)","score":0.5106671452522278},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.45556214451789856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4411625266075134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3920692801475525},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3237898647785187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15300509333610535},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08351078629493713}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.8243882656097412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.705142617225647},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5279616117477417},{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.5106671452522278},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45556214451789856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4411625266075134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3920692801475525},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3237898647785187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15300509333610535},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08351078629493713},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/12460125.2017.1252233","is_oa":false,"landing_page_url":"https://doi.org/10.1080/12460125.2017.1252233","pdf_url":null,"source":{"id":"https://openalex.org/S119153320","display_name":"Journal of Decision System","issn_l":"1246-0125","issn":["1246-0125","2116-7052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Decision Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01794908v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01794908","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Decision Systems, 2016, pp.1 - 14. ⟨10.1080/12460125.2017.1252233⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1546869126","https://openalex.org/W1982590973","https://openalex.org/W2012265254","https://openalex.org/W2067340592","https://openalex.org/W2089263917","https://openalex.org/W2101285186","https://openalex.org/W2108795964","https://openalex.org/W2139145202","https://openalex.org/W2155925217","https://openalex.org/W2168585122","https://openalex.org/W2213863807","https://openalex.org/W2903817713","https://openalex.org/W2985692437","https://openalex.org/W2989153904","https://openalex.org/W4239403849","https://openalex.org/W4242791036","https://openalex.org/W4248772069"],"related_works":["https://openalex.org/W2090624569","https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W1986135937","https://openalex.org/W3123203398","https://openalex.org/W4381329258","https://openalex.org/W789406587","https://openalex.org/W2891635047","https://openalex.org/W2394308601"],"abstract_inverted_index":{"This":[0,50,133],"paper":[1],"presents":[2],"a":[3,18,25,62,110,123,128,162,167],"methodology":[4,51,134],"relying":[5],"on":[6,54,82,158],"the":[7,22,35,57,66,71,77,83,96,105,118,139,146,151],"DRSA":[8],"approach":[9],"(Dominance-based":[10],"Rough":[11],"Set":[12],"Approach)":[13],"so":[14],"as":[15],"to":[16,99,108,121],"make":[17],"multi-criteria":[19],"decision":[20,38,79,131],"about":[21],"classification":[23],"of":[24,34,69,76,93,103,112,130,141,145,150,161],"Massive":[26],"Open":[27],"Online":[28],"Course":[29],"(MOOC\u2019s)":[30],"learner":[31],"in":[32,74,127,170],"one":[33,75],"two":[36,55,78],"preference-ordered":[37],"classes:":[39],"Cl1":[40],"for":[41,47,114],"\u2018Not":[42],"Leader":[43],"Learners\u2019":[44],"and":[45,117],"Cl2":[46],"\u2018Leader":[48],"Learners\u2019.":[49],"is":[52,91,98,107,120,135],"based":[53,81],"phases:":[56],"first":[58,89,97],"aims":[59],"at":[60,138],"inferring":[61],"preference":[63,86,124],"model":[64,125],"while":[65],"second":[67,106],"consists":[68],"classifying":[70],"MOOC\u2019s":[72],"learners":[73],"classes":[80],"previously":[84],"inferred":[85],"model.":[87],"The":[88],"phase":[90],"made":[92],"three":[94],"steps:":[95],"identify":[100],"assignment":[101],"examples":[102],"learners,":[104],"construct":[109],"family":[111],"criteria":[113],"learners\u2019":[115],"characterization":[116],"third":[119],"infer":[122],"resulting":[126],"set":[129],"rules.":[132],"periodically":[136],"implemented":[137],"beginning":[140],"each":[142],"current":[143],"week":[144],"MOOC":[147,164],"using":[148],"data":[149,160],"previous":[152],"week.":[153],"It":[154],"has":[155],"been":[156],"validated":[157],"real":[159],"French":[163],"proposed":[165],"by":[166],"business":[168],"school":[169],"France.":[171]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}