{"id":"https://openalex.org/W2999027165","doi":"https://doi.org/10.1145/3297662.3365810","title":"A Personalised Hybrid Learning Object Recommender System","display_name":"A Personalised Hybrid Learning Object Recommender System","publication_year":2019,"publication_date":"2019-11-12","ids":{"openalex":"https://openalex.org/W2999027165","doi":"https://doi.org/10.1145/3297662.3365810","mag":"2999027165"},"language":"en","primary_location":{"id":"doi:10.1145/3297662.3365810","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297662.3365810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Management of Digital EcoSystems","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/A5061624133","display_name":"Samuel Stallin Kapembe","orcid":null},"institutions":[{"id":"https://openalex.org/I101993903","display_name":"Namibia University of Science and Technology","ror":"https://ror.org/03gg1ey66","country_code":"NA","type":"education","lineage":["https://openalex.org/I101993903"]}],"countries":["NA"],"is_corresponding":false,"raw_author_name":"Samuel Stallin Kapembe","raw_affiliation_strings":["Namibia University of Science and Technology, Windhoek, Namibia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Namibia University of Science and Technology, Windhoek, Namibia","institution_ids":["https://openalex.org/I101993903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075634036","display_name":"Jos\u00e9 Ghislain Quenum","orcid":null},"institutions":[{"id":"https://openalex.org/I101993903","display_name":"Namibia University of Science and Technology","ror":"https://ror.org/03gg1ey66","country_code":"NA","type":"education","lineage":["https://openalex.org/I101993903"]}],"countries":["NA"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Ghislain Quenum","raw_affiliation_strings":["Namibia University of Science and Technology, Windhoek, Namibia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Namibia University of Science and Technology, Windhoek, Namibia","institution_ids":["https://openalex.org/I101993903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I101993903"],"apc_list":null,"apc_paid":null,"fwci":1.0975,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79636162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T12171","display_name":"Open Education and E-Learning","score":0.9947999715805054,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9771000146865845,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.9060065746307373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.789730429649353},{"id":"https://openalex.org/keywords/learning-object","display_name":"Learning object","score":0.5767910480499268},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5140987038612366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4224781095981598},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3148650825023651}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9060065746307373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.789730429649353},{"id":"https://openalex.org/C2779542340","wikidata":"https://www.wikidata.org/wiki/Q1062461","display_name":"Learning object","level":2,"score":0.5767910480499268},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5140987038612366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4224781095981598},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3148650825023651}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3297662.3365810","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297662.3365810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Management of Digital EcoSystems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W106698298","https://openalex.org/W1126497501","https://openalex.org/W1139185857","https://openalex.org/W1452699976","https://openalex.org/W1542664738","https://openalex.org/W1677182931","https://openalex.org/W2043726016","https://openalex.org/W2109608387","https://openalex.org/W2114753133","https://openalex.org/W2117911558","https://openalex.org/W2341865734","https://openalex.org/W2401544298","https://openalex.org/W2549127728","https://openalex.org/W2588840203","https://openalex.org/W2745471004","https://openalex.org/W2770033544","https://openalex.org/W2772426851","https://openalex.org/W2782978053","https://openalex.org/W2783937448","https://openalex.org/W2784200216","https://openalex.org/W2788408490","https://openalex.org/W2790002550","https://openalex.org/W2792597990","https://openalex.org/W2795884932","https://openalex.org/W2799775562","https://openalex.org/W2803794535","https://openalex.org/W2805463921","https://openalex.org/W2888778913","https://openalex.org/W2889394970","https://openalex.org/W2911548415","https://openalex.org/W4229527668","https://openalex.org/W4244152462","https://openalex.org/W4247333509"],"related_works":["https://openalex.org/W2883909875","https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2369936857","https://openalex.org/W2348159088","https://openalex.org/W2117346966","https://openalex.org/W2525876841","https://openalex.org/W2499363748","https://openalex.org/W2559114496","https://openalex.org/W2903997608"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3,68],"present":[4],"a":[5,17,41],"hybrid":[6],"Recommender":[7],"System":[8],"(RS)":[9],"for":[10,24,38],"prescribing":[11],"learning":[12,36,49,74],"objects":[13],"to":[14,34,40,77],"students":[15],"in":[16,55,70],"Personalised":[18],"Learning":[19,25],"Environment":[20],"(PLE).":[21],"This":[22],"RS":[23],"Objects":[26],"(LOs)":[27],"uses":[28],"explicit":[29,73],"and":[30,72],"implicit":[31,71],"student":[32,45],"profiling":[33],"filter":[35],"material":[37],"recommendation":[39],"student.":[42],"Further,":[43],"the":[44,51,56,62,79],"profile":[46],"consists":[47],"of":[48],"preferences,":[50],"student's":[52],"confidence":[53],"level":[54],"required":[57],"topics":[58],"as":[59,61],"well":[60],"courses":[63],"she":[64],"enrolled":[65],"in.":[66],"Finally,":[67],"factor":[69],"object":[75],"ratings":[76],"enhance":[78],"recommendations.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}