{"id":"https://openalex.org/W3135041658","doi":"https://doi.org/10.1109/cloudtech49835.2020.9365874","title":"A Recommendation approach based on Correlation and Co-occurrence within social learning network","display_name":"A Recommendation approach based on Correlation and Co-occurrence within social learning network","publication_year":2020,"publication_date":"2020-11-24","ids":{"openalex":"https://openalex.org/W3135041658","doi":"https://doi.org/10.1109/cloudtech49835.2020.9365874","mag":"3135041658"},"language":"en","primary_location":{"id":"doi:10.1109/cloudtech49835.2020.9365874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudtech49835.2020.9365874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","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/A5027457484","display_name":"Sonia Souabi","orcid":"https://orcid.org/0000-0001-6825-2157"},"institutions":[{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Sonia Souabi","raw_affiliation_strings":["RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco","institution_ids":["https://openalex.org/I127336678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048561458","display_name":"Asma\u00e2 Retbi","orcid":"https://orcid.org/0000-0001-5183-5268"},"institutions":[{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Asmaa Retbi","raw_affiliation_strings":["RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco","institution_ids":["https://openalex.org/I127336678"]}]},{"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/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Khalidi Idrissi","raw_affiliation_strings":["RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco","institution_ids":["https://openalex.org/I127336678"]}]},{"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/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Samir Bennani","raw_affiliation_strings":["RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIME TEAM-Networking, Modeling and e-Learning Team- MASI Laboratory- ENGINEERING.3S Research center- Mohammadia School of Engineers (EMI), MOHAMMED V UNIVERSITY IN RABAT, Morocco","institution_ids":["https://openalex.org/I127336678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I127336678"],"apc_list":null,"apc_paid":null,"fwci":0.2973,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5386802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9977999925613403,"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":0.9977999925613403,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9940999746322632,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9912999868392944,"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":0.737878680229187},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7018537521362305},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6808249354362488},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6019795536994934},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5657884478569031},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4679105877876282},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.4649336040019989},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.41973620653152466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3680585026741028},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35847389698028564},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3566000461578369},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21663382649421692},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.20005780458450317},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08335995674133301}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.737878680229187},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7018537521362305},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6808249354362488},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6019795536994934},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5657884478569031},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4679105877876282},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.4649336040019989},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.41973620653152466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3680585026741028},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35847389698028564},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3566000461578369},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21663382649421692},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.20005780458450317},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08335995674133301},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cloudtech49835.2020.9365874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudtech49835.2020.9365874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1490559977","https://openalex.org/W1981796233","https://openalex.org/W2027591564","https://openalex.org/W2040000633","https://openalex.org/W2097474937","https://openalex.org/W2107584556","https://openalex.org/W2111205609","https://openalex.org/W2212703767","https://openalex.org/W2295933040","https://openalex.org/W2514382401","https://openalex.org/W2606307013","https://openalex.org/W2793350103","https://openalex.org/W2886271633","https://openalex.org/W2962250064","https://openalex.org/W4289694716","https://openalex.org/W4299590111","https://openalex.org/W6753968998"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"In":[0],"the":[1,34,61,65,68,75,87,93,101,112,120,125,129,137],"context":[2],"of":[3,64,89,122,131],"e-learning,":[4],"social":[5,16,49],"learning":[6,29],"is":[7,19],"viewed":[8],"as":[9],"an":[10],"evolving":[11],"educational":[12,24],"practice,":[13],"namely":[14,60],"in":[15],"networks.":[17],"It":[18],"extensively":[20],"associated":[21],"with":[22,43],"new":[23],"technologies":[25],"and":[26,48,71,103,108,116,128],"fosters":[27],"collaborative":[28],"between":[30,67,105],"learners.":[31],"To":[32,73],"handle":[33],"various":[35],"pedagogical":[36],"resources,":[37],"several":[38],"recommendation":[39,77,82],"systems":[40],"were":[41],"proposed,":[42],"considerable":[44],"emphasis":[45],"on":[46,92,124,136],"interactions":[47],"relationships,":[50],"except":[51],"that":[52,84],"they":[53],"did":[54],"not":[55],"raise":[56],"a":[57,81],"critical":[58],"aspect,":[59],"underlying":[62],"nature":[63],"relationship":[66],"learners'":[69,90],"actions":[70,91,133],"recommendations.":[72,95],"support":[74],"current":[76],"systems,":[78],"we":[79],"propose":[80],"system":[83],"can":[85],"measure":[86],"influence":[88],"calculated":[94],"We":[96],"therefore":[97],"seek":[98],"to":[99,110],"evaluate":[100],"connection":[102],"link":[104],"these":[106],"actions,":[107],"thus":[109],"combine":[111],"two":[113,132],"parameters:":[114],"correlation":[115],"co-occurrence":[117],"by":[118],"estimating":[119],"similarity":[121],"occurrences":[123],"one":[126],"hand":[127],"probability":[130],"taking":[134],"place":[135],"other":[138],"hand.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
