{"id":"https://openalex.org/W2997193124","doi":null,"title":"Context-Aware Recommender Systems for Learning","display_name":"Context-Aware Recommender Systems for Learning","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2997193124","mag":"2997193124"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:b5051aa96702401799255bcfbc2acf60","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/b5051aa96702401799255bcfbc2acf60","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Information Science and Technology, Vol 1, Iss 1, Pp 17-25 (2018)","raw_type":"article"},"volume":null,"type":"article","indexed_in":["doaj"],"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/A5023832487","display_name":"Inssaf El Guabassi","orcid":"https://orcid.org/0000-0002-6432-9804","observed_orcids":["https://orcid.org/0000-0002-6432-9804"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Inssaf EL GUABASSI","raw_affiliation_strings":["Faculty of Sciences, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Tetouan, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110532723","display_name":"Mohammed Al Achhab","orcid":"https://orcid.org/0000-0003-4669-0564","observed_orcids":["https://orcid.org/0000-0003-4669-0564"]},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Al Achhab","raw_affiliation_strings":["National School of Applied Sciences, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National School of Applied Sciences, Tetouan, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063354884","display_name":"Ismail Jellouli","orcid":"https://orcid.org/0009-0004-4153-2406","observed_orcids":["https://orcid.org/0009-0004-4153-2406"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ismail JELLOULI","raw_affiliation_strings":["Faculty of Sciences, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Tetouan, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112242640","display_name":"Badr Eddine El Mohajir","orcid":"https://orcid.org/0009-0009-8618-1108","observed_orcids":["https://orcid.org/0009-0009-8618-1108"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Badr Eddine EL Mohajir","raw_affiliation_strings":["Faculty of Sciences, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Tetouan, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8064,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8500287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8695999979972839,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8695999979972839,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.05510000139474869,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11122","display_name":"Online Learning and Analytics","score":0.030700000002980232,"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/recommender-systems","display_name":"recommender systems","score":0.921999990940094},{"id":"https://openalex.org/keywords/ubiquitous-learning","display_name":"ubiquitous learning","score":0.9710000157356262},{"id":"https://openalex.org/keywords/context-aware-learning","display_name":"context-aware learning","score":0.8320000171661377},{"id":"https://openalex.org/keywords/learner-context","display_name":"learner context","score":0.8519999980926514},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.6179999709129333},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.44200000166893005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7926099300384521},{"id":"https://openalex.org/C2779542340","wikidata":"https://www.wikidata.org/wiki/Q1062461","display_name":"Learning object","level":2,"score":0.7390210628509521},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6324621438980103},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.604063868522644},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.529830276966095},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5232859253883362},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5075055956840515},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.4384728670120239},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4330842196941376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42301082611083984},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4165467619895935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40667465329170227},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3823346495628357},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3622231185436249},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.2724502384662628},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:doaj.org/article:b5051aa96702401799255bcfbc2acf60","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/b5051aa96702401799255bcfbc2acf60","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Information Science and Technology, Vol 1, Iss 1, Pp 17-25 (2018)","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.4156000018119812,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2569888421","https://openalex.org/W1974506500","https://openalex.org/W195843138","https://openalex.org/W4239351823","https://openalex.org/W1966424149","https://openalex.org/W2464753866","https://openalex.org/W2188284252","https://openalex.org/W4385301876","https://openalex.org/W3189317329","https://openalex.org/W1579030675"],"abstract_inverted_index":{"Ubiquitous":[0],"learning":[1,12,20,34,58,106],"is":[2,35,87,115,121],"a":[3,24,101,111],"set":[4],"of":[5,18,28,32,132],"methods":[6],"using":[7,92,107],"new":[8],"technologies":[9],"to":[10,36,53,84],"enhance":[11],"and":[13,46,64,110,117,128],"expand":[14],"the":[15,19,29,39,43,48,70,76,85,93,98,124,130],"traditional":[16],"perspective":[17],"process":[21],"itself.":[22],"In":[23,51],"broad":[25],"sense,":[26],"one":[27],"main":[30],"objectives":[31],"ubiquitous":[33,105],"provide":[37,54],"learners":[38,55],"right":[40,44],"resource":[41,78],"at":[42],"time":[45],"in":[47,123],"best":[49,77],"way.":[50],"order":[52],"with":[56],"adequate":[57],"experience,":[59],"factors":[60],"such":[61],"learner\u2019s":[62],"characteristics":[63],"context":[65,72,91,109],"should":[66],"be":[67],"considered.":[68],"Managing":[69],"learner":[71,86,90,108],"can":[73],"help":[74],"delivering":[75],"adaptation":[79],"services.":[80],"Learning":[81],"object":[82],"proposed":[83],"obtained":[88],"from":[89],"decision":[94,112],"tree":[95,113],"model.":[96],"On":[97],"present":[99],"paper,":[100],"recommender":[102,134],"system":[103,135],"for":[104,126,136],"model":[114],"presented,":[116],"k-fold":[118],"cross":[119],"validation":[120],"used":[122],"experiment":[125],"estimating":[127],"validating":[129],"performance":[131],"our":[133],"U-learning.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-09-21T07:43:02.447757","created_date":"2020-01-10T00:00:00"}
