{"id":"https://openalex.org/W4411248732","doi":"https://doi.org/10.2139/ssrn.5221121","title":"Assessment in Mathematics Education in the Sphere of Artificial Intelligence: A Systematic Review on Its Threats and Opportunities","display_name":"Assessment in Mathematics Education in the Sphere of Artificial Intelligence: A Systematic Review on Its Threats and Opportunities","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411248732","doi":"https://doi.org/10.2139/ssrn.5221121"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.5221121","doi":"https://doi.org/10.2139/ssrn.5221121","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5221121","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5221121","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047945549","display_name":"Jay Fie Luzano","orcid":"https://orcid.org/0000-0001-5305-2419","observed_orcids":["https://orcid.org/0000-0001-5305-2419"]},"institutions":[{"id":"https://openalex.org/I135881978","display_name":"Bukidnon State University","ror":"https://ror.org/04knmnr48","country_code":"PH","type":"education","lineage":["https://openalex.org/I135881978"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Jay Fie Luzano","raw_affiliation_strings":["Bukidnon State University"],"raw_orcid":"https://orcid.org/0000-0001-5305-2419","affiliations":[{"raw_affiliation_string":"Bukidnon State University","institution_ids":["https://openalex.org/I135881978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047945549"],"corresponding_institution_ids":["https://openalex.org/I135881978"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9794999957084656,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.9794999957084656,"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":0.0024999999441206455,"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/T14025","display_name":"Educational Technology and Assessment","score":0.002400000113993883,"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/mathematics-assessment","display_name":"mathematics assessment","score":0.6539999842643738},{"id":"https://openalex.org/keywords/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.9750000238418579},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.972000002861023},{"id":"https://openalex.org/keywords/algorithmic-fairness","display_name":"algorithmic fairness","score":0.7549999952316284},{"id":"https://openalex.org/keywords/standardization-of-assessment","display_name":"assessment standardization","score":0.5839999914169312},{"id":"https://openalex.org/keywords/procedural-knowledge","display_name":"procedural knowledge","score":0.8500000238418579},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.6389999985694885},{"id":"https://openalex.org/keywords/student-data-security","display_name":"student data security","score":0.7120000123977661},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.7870000004768372},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"formative assessment","score":0.9390000104904175},{"id":"https://openalex.org/keywords/real-time-feedback","display_name":"real-time feedback","score":0.9900000095367432},{"id":"https://openalex.org/keywords/data-driven-decision-making","display_name":"data-driven decision making","score":0.9629999995231628},{"id":"https://openalex.org/keywords/responsible-use-of-ai","display_name":"responsible AI use","score":0.7580000162124634},{"id":"https://openalex.org/keywords/teacher-education","display_name":"teacher professional development","score":0.6679999828338623},{"id":"https://openalex.org/keywords/fairness-in-assessment","display_name":"assessment fairness","score":0.6119999885559082}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5101333260536194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3417922854423523},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3205317258834839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3191013038158417},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21692460775375366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.5221121","doi":"https://doi.org/10.2139/ssrn.5221121","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5221121","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5221121","doi":"https://doi.org/10.2139/ssrn.5221121","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5221121","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8278999924659729,"display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7117476006","https://openalex.org/W7223537702","https://openalex.org/W7216441111","https://openalex.org/W4413454951","https://openalex.org/W4414270436","https://openalex.org/W4405920824","https://openalex.org/W7087437263","https://openalex.org/W7214121700","https://openalex.org/W6949601664","https://openalex.org/W7215732024"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2025-10-10T00:00:00"}