{"id":"https://openalex.org/W4411271144","doi":"https://doi.org/10.1109/raie66699.2025.00015","title":"Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study","display_name":"Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study","publication_year":2025,"publication_date":"2025-04-29","ids":{"openalex":"https://openalex.org/W4411271144","doi":"https://doi.org/10.1109/raie66699.2025.00015"},"language":"en","primary_location":{"id":"doi:10.1109/raie66699.2025.00015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/raie66699.2025.00015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACM International Workshop on Responsible AI Engineering (RAIE)","raw_type":"proceedings-article"},"type":"article","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/A5014987268","display_name":"Nazarii Drushchak","orcid":"https://orcid.org/0000-0002-5056-3026"},"institutions":[{"id":"https://openalex.org/I4210165738","display_name":"Ukrainian Catholic University","ror":"https://ror.org/05tt5nr09","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210165738"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Nazarii Drushchak","raw_affiliation_strings":["SoftServe Inc. and Ukrainian Catholic University,Lviv,Ukraine"],"affiliations":[{"raw_affiliation_string":"SoftServe Inc. and Ukrainian Catholic University,Lviv,Ukraine","institution_ids":["https://openalex.org/I4210165738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086224795","display_name":"Vladyslava Tyshchenko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vladyslava Tyshchenko","raw_affiliation_strings":["SoftServe Inc.,Warsaw,Poland"],"affiliations":[{"raw_affiliation_string":"SoftServe Inc.,Warsaw,Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117156688","display_name":"Nataliya Polyakovska","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164689","display_name":"SoftServe (United States)","ror":"https://ror.org/05pqsb912","country_code":"US","type":"company","lineage":["https://openalex.org/I4210164689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nataliya Polyakovska","raw_affiliation_strings":["SoftServe Inc.,Austin,Texas"],"affiliations":[{"raw_affiliation_string":"SoftServe Inc.,Austin,Texas","institution_ids":["https://openalex.org/I4210164689"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014987268"],"corresponding_institution_ids":["https://openalex.org/I4210165738"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07255917,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9944000244140625,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.6420303583145142},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.48395517468452454},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.32511281967163086},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2662315368652344},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1417258083820343}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6420303583145142},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.48395517468452454},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.32511281967163086},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2662315368652344},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1417258083820343}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/raie66699.2025.00015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/raie66699.2025.00015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACM International Workshop on Responsible AI Engineering (RAIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1525605034","https://openalex.org/W2050942713","https://openalex.org/W2054141820","https://openalex.org/W2073648641","https://openalex.org/W2110096996","https://openalex.org/W2169528473","https://openalex.org/W2742797553","https://openalex.org/W2809878087","https://openalex.org/W2904642422","https://openalex.org/W2937871802","https://openalex.org/W2954271476","https://openalex.org/W2963917042","https://openalex.org/W2964031043","https://openalex.org/W3001553940","https://openalex.org/W3091993229","https://openalex.org/W3100848837","https://openalex.org/W3192055963","https://openalex.org/W3202183072","https://openalex.org/W4242635839","https://openalex.org/W4247252697","https://openalex.org/W4289293239","https://openalex.org/W4297814280","https://openalex.org/W4306405341","https://openalex.org/W4382929818","https://openalex.org/W4385302663","https://openalex.org/W6756281437","https://openalex.org/W6767327189","https://openalex.org/W6803677354","https://openalex.org/W6810185921","https://openalex.org/W6838399889"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","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"],"abstract_inverted_index":{"The":[0],"growth":[1],"of":[2],"Educational":[3],"Technology":[4],"(EdTech)":[5],"has":[6],"enabled":[7],"highly":[8],"personalized":[9,54],"learning":[10,35,59,103],"experiences":[11],"through":[12],"Artificial":[13],"Intelligence":[14],"(AI)-based":[15],"recommendation":[16,41,95],"systems":[17,25,96],"tailored":[18],"to":[19,34,52,73,97],"each":[20],"student's":[21],"needs.":[22],"However,":[23],"these":[24],"can":[26],"unintentionally":[27],"introduce":[28],"biases,":[29],"potentially":[30],"limiting":[31],"fair":[32],"access":[33],"resources.":[36],"This":[37,85],"study":[38],"presents":[39],"a":[40,71],"system":[42,69],"for":[43,56,90,105],"K-12":[44],"students,":[45],"combining":[46],"graph-based":[47],"modeling":[48],"and":[49,61,75,101],"matrix":[50],"factorization":[51],"provide":[53],"suggestions":[55],"extracurricular":[57],"activities,":[58],"resources,":[60],"volunteering":[62],"opportunities.":[63],"To":[64],"address":[65],"fairness":[66],"concerns,":[67],"the":[68,88],"includes":[70],"framework":[72],"detect":[74],"reduce":[76],"biases":[77],"by":[78],"analyzing":[79],"feedback":[80],"across":[81],"protected":[82],"student":[83],"groups.":[84],"work":[86],"highlights":[87],"need":[89],"continuous":[91],"monitoring":[92],"in":[93],"educational":[94],"support":[98],"equitable,":[99],"transparent,":[100],"effective":[102],"opportunities":[104],"all":[106],"students.":[107]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}