{"id":"https://openalex.org/W4411552773","doi":"https://doi.org/10.1109/cscwd64889.2025.11033644","title":"Context-Aware Hybrid Recommender System for Teachers within MEMORAe SoIS","display_name":"Context-Aware Hybrid Recommender System for Teachers within MEMORAe SoIS","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4411552773","doi":"https://doi.org/10.1109/cscwd64889.2025.11033644"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd64889.2025.11033644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05515523/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062761007","display_name":"Nader N. Nashed","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210088387","display_name":"Heuristics and Diagnostics for Complex Systems","ror":"https://ror.org/0075hvk77","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210088387","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nader N. Nashed","raw_affiliation_strings":["Universit&#x00E9; de technologie de Compi&#x00E8;gne, CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de technologie de Compi&#x00E8;gne, CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France","institution_ids":["https://openalex.org/I4210088387","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064018319","display_name":"Marie\u2010H\u00e9l\u00e8ne Abel","orcid":"https://orcid.org/0000-0003-1812-6763"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210088387","display_name":"Heuristics and Diagnostics for Complex Systems","ror":"https://ror.org/0075hvk77","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210088387","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-H\u00e9l\u00e8ne Abel","raw_affiliation_strings":["Universit&#x00E9; de technologie de Compi&#x00E8;gne, CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de technologie de Compi&#x00E8;gne, CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France","institution_ids":["https://openalex.org/I4210088387","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004833832","display_name":"Christine Lahoud","orcid":"https://orcid.org/0000-0002-4520-634X"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]},{"id":"https://openalex.org/I4387153146","display_name":"Connaissance & Intelligence Artificielle Distribu\u00e9es","ror":"https://ror.org/01ch21j41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I37553959","https://openalex.org/I4387153146","https://openalex.org/I4405253280"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christine Lahoud","raw_affiliation_strings":["Univ. Bourgogne-Franche-Comt&#x00E9;, UTBM,CIAD UR 7533,Belfort,France,F-90010"],"affiliations":[{"raw_affiliation_string":"Univ. Bourgogne-Franche-Comt&#x00E9;, UTBM,CIAD UR 7533,Belfort,France,F-90010","institution_ids":["https://openalex.org/I4387153146","https://openalex.org/I37553959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062761007"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210088387"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2093006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2623","last_page":"2628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.967199981212616,"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":0.967199981212616,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9347000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8198776245117188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7286691069602966},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.715093195438385},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37163734436035156},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35299158096313477},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3119209408760071},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.05564013123512268}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8198776245117188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7286691069602966},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.715093195438385},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37163734436035156},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35299158096313477},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3119209408760071},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.05564013123512268},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cscwd64889.2025.11033644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05515523v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05515523","pdf_url":"https://hal.science/hal-05515523/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"28th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2025), May 2025, Compiegne, France. pp.2623-2628, &#x27E8;10.1109/CSCWD64889.2025.11033644&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05515523v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05515523","pdf_url":"https://hal.science/hal-05515523/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"28th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2025), May 2025, Compiegne, France. pp.2623-2628, &#x27E8;10.1109/CSCWD64889.2025.11033644&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.5,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411552773.pdf","grobid_xml":"https://content.openalex.org/works/W4411552773.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W87366857","https://openalex.org/W164599047","https://openalex.org/W1538506191","https://openalex.org/W1965193994","https://openalex.org/W1973010379","https://openalex.org/W1975601503","https://openalex.org/W2031634675","https://openalex.org/W2048345654","https://openalex.org/W2070252312","https://openalex.org/W2080591317","https://openalex.org/W2091940188","https://openalex.org/W2103457932","https://openalex.org/W2294905152","https://openalex.org/W2330128532","https://openalex.org/W2345897492","https://openalex.org/W2602916380","https://openalex.org/W2772952572","https://openalex.org/W2792330092","https://openalex.org/W2804472598","https://openalex.org/W2950262217","https://openalex.org/W2959434336","https://openalex.org/W2967347479","https://openalex.org/W2996951519","https://openalex.org/W3011958495","https://openalex.org/W3089415507","https://openalex.org/W3172267139","https://openalex.org/W3186400179","https://openalex.org/W3193260590","https://openalex.org/W4226140770","https://openalex.org/W4245605774","https://openalex.org/W4281390397","https://openalex.org/W4295678568","https://openalex.org/W4387342098","https://openalex.org/W4406460019","https://openalex.org/W4410205548","https://openalex.org/W6795596081"],"related_works":["https://openalex.org/W2748952813","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/W4288390103","https://openalex.org/W4317039510"],"abstract_inverted_index":{"In":[0],"the":[1,9,44,69,92,133,150,159,163,169],"contemporary":[2],"educational":[3,35,82],"context,":[4],"teachers":[5,79],"are":[6,114],"confronted":[7],"with":[8,88],"challenge":[10,39],"of":[11,18,71,91,126,135,152,161,165,171],"efficiently":[12],"managing":[13],"and":[14,26,60,109,141,168],"utilizing":[15],"a":[16,33,72,117,123],"plethora":[17],"heterogeneous":[19,136],"pedagogical":[20,74],"resources":[21,75,137],"across":[22],"multiple":[23,100],"digital":[24,48],"platforms":[25],"sources,":[27],"while":[28],"simultaneously":[29],"fostering":[30],"collaboration":[31],"in":[32,53,103],"dynamic":[34],"collaborative":[36,83,111,124,143],"environment.":[37,84],"This":[38],"is":[40],"further":[41],"amplified":[42],"by":[43],"increasing":[45],"reliance":[46],"on":[47],"tools,":[49],"which":[50,129],"often":[51],"operate":[52],"isolation,":[54],"thereby":[55],"limiting":[56],"effective":[57],"resource":[58,107],"sharing":[59],"retrieval.":[61],"To":[62],"address":[63,155],"these":[64],"challenges,":[65],"this":[66],"paper":[67,86],"explores":[68],"integration":[70,120,147],"context-aware":[73],"recommender":[76],"system":[77,125],"for":[78,94,119,132],"within":[80,121],"an":[81,89,95],"The":[85],"begins":[87],"identification":[90],"necessity":[93],"integrated":[96],"approach":[97,148],"that":[98],"connects":[99],"information":[101,127,167],"systems":[102,140],"order":[104],"to":[105,154],"support":[106],"management":[108],"enhance":[110],"practices.":[112],"These":[113],"established":[115],"as":[116],"foundation":[118],"MEMORAe,":[122],"systems,":[128],"employs":[130,149],"ontologies":[131],"organisation":[134],"from":[138],"different":[139],"leverages":[142],"knowledge":[144],"sharing.":[145],"Our":[146],"use":[151],"MEMORAe":[153],"three":[156],"pivotal":[157],"challenges:":[158],"structuring":[160],"resources,":[162],"utilization":[164],"context":[166],"facilitation":[170],"collaboration.":[172]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
