{"id":"https://openalex.org/W4400207732","doi":"https://doi.org/10.1007/978-3-031-64312-5_25","title":"Learner Agency in Personalised Content Recommendation: Investigating Its Impact in Kenyan Pre-primary Education","display_name":"Learner Agency in Personalised Content Recommendation: Investigating Its Impact in Kenyan Pre-primary Education","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400207732","doi":"https://doi.org/10.1007/978-3-031-64312-5_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64312-5_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64312-5_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.manchester.ac.uk/ws/files/337135910/AIED_learner_choice_camera_ready_final.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100563605","display_name":"Chen Sun","orcid":"https://orcid.org/0000-0002-3929-9930"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chen Sun","raw_affiliation_strings":["University of Manchester, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076077238","display_name":"Louis Major","orcid":"https://orcid.org/0000-0002-7658-1417"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Louis Major","raw_affiliation_strings":["University of Manchester, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016499757","display_name":"Nariman Moustafa","orcid":"https://orcid.org/0000-0002-7655-0135"},"institutions":[{"id":"https://openalex.org/I4210094653","display_name":"Open Geospatial Consortium","ror":"https://ror.org/00nz0j151","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210094653"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nariman Moustafa","raw_affiliation_strings":["Open Development & Education, Barnet, UK"],"affiliations":[{"raw_affiliation_string":"Open Development & Education, Barnet, UK","institution_ids":["https://openalex.org/I4210094653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057101268","display_name":"Rebecca Daltry","orcid":"https://orcid.org/0009-0004-1559-6203"},"institutions":[{"id":"https://openalex.org/I4210163115","display_name":"Office of the State Inspector General","ror":"https://ror.org/059sh8413","country_code":"US","type":"government","lineage":["https://openalex.org/I4210163115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca Daltry","raw_affiliation_strings":["Jigsaw, Richmond, London, UK"],"affiliations":[{"raw_affiliation_string":"Jigsaw, Richmond, London, UK","institution_ids":["https://openalex.org/I4210163115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018398143","display_name":"Aidan Friedberg","orcid":"https://orcid.org/0000-0001-5080-5905"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aidan Friedberg","raw_affiliation_strings":["EIDU, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"EIDU, Berlin, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100563605"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":11.7056,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.98531721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"209","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9861999750137329,"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":0.9855999946594238,"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/kenya","display_name":"Kenya","score":0.8974950313568115},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.685685396194458},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5266168713569641},{"id":"https://openalex.org/keywords/primary","display_name":"Primary (astronomy)","score":0.47871875762939453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4731903076171875},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4162246584892273},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3486143946647644},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3300204277038574},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.156294047832489},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09916013479232788},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06150549650192261},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05334463715553284},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.053032368421554565}],"concepts":[{"id":"https://openalex.org/C187651312","wikidata":"https://www.wikidata.org/wiki/Q114","display_name":"Kenya","level":2,"score":0.8974950313568115},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.685685396194458},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5266168713569641},{"id":"https://openalex.org/C2777977315","wikidata":"https://www.wikidata.org/wiki/Q7243056","display_name":"Primary (astronomy)","level":2,"score":0.47871875762939453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4731903076171875},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4162246584892273},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3486143946647644},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3300204277038574},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.156294047832489},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09916013479232788},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06150549650192261},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05334463715553284},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.053032368421554565},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-64312-5_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64312-5_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/8df60faa-63e3-4f33-a2c7-5ea1e4e7f621","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/8df60faa-63e3-4f33-a2c7-5ea1e4e7f621","pdf_url":"https://pure.manchester.ac.uk/ws/files/337135910/AIED_learner_choice_camera_ready_final.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sun, C, Major, L, Moustafa, N, Daltry, R & Friedberg, A 2024, Learner Agency in Personalised Content Recommendation: Investigating Its Impact in Kenyan Pre-primary Education. in A M Olney, I-A Chounta, Z Liu, O C Santos & I I Bittencourt (eds), Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky. Communications in Computer and Information Science, vol. 2151, Springer Nature Switzerland AG, pp. 209-216. https://doi.org/10.1007/978-3-031-64312-5_25","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/8df60faa-63e3-4f33-a2c7-5ea1e4e7f621","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/8df60faa-63e3-4f33-a2c7-5ea1e4e7f621","pdf_url":"https://pure.manchester.ac.uk/ws/files/337135910/AIED_learner_choice_camera_ready_final.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sun, C, Major, L, Moustafa, N, Daltry, R & Friedberg, A 2024, Learner Agency in Personalised Content Recommendation: Investigating Its Impact in Kenyan Pre-primary Education. in A M Olney, I-A Chounta, Z Liu, O C Santos & I I Bittencourt (eds), Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky. Communications in Computer and Information Science, vol. 2151, Springer Nature Switzerland AG, pp. 209-216. https://doi.org/10.1007/978-3-031-64312-5_25","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.75}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306137","display_name":"Bill and Melinda Gates Foundation","ror":"https://ror.org/0456r8d26"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400207732.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2022545842","https://openalex.org/W2686325134","https://openalex.org/W2809476425","https://openalex.org/W2895278555","https://openalex.org/W2980496631","https://openalex.org/W2990407218","https://openalex.org/W2992775435","https://openalex.org/W3035952327","https://openalex.org/W3035991136","https://openalex.org/W3165716705","https://openalex.org/W3167554351","https://openalex.org/W3177984881","https://openalex.org/W4280497991","https://openalex.org/W4297183894","https://openalex.org/W4307647099","https://openalex.org/W4322627019","https://openalex.org/W4382566925","https://openalex.org/W4386021815","https://openalex.org/W6621483976"],"related_works":["https://openalex.org/W3187239900","https://openalex.org/W4383620485","https://openalex.org/W2533854589","https://openalex.org/W22106647","https://openalex.org/W2725084963","https://openalex.org/W2266834998","https://openalex.org/W2091538952","https://openalex.org/W2588310889","https://openalex.org/W4235182369","https://openalex.org/W3049352198"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}