{"id":"https://openalex.org/W4398233732","doi":"https://doi.org/10.1145/3652628.3652650","title":"Research on student achievement prediction based on machine learning","display_name":"Research on student achievement prediction based on machine learning","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4398233732","doi":"https://doi.org/10.1145/3652628.3652650"},"language":"en","primary_location":{"id":"doi:10.1145/3652628.3652650","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","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/A5103017892","display_name":"Liang Hong","orcid":"https://orcid.org/0009-0007-4081-8076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong Liang","raw_affiliation_strings":["Faculty of Information Engineering, Guangxi Polytechnic of Construction, China"],"raw_orcid":"https://orcid.org/0009-0007-4081-8076","affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering, Guangxi Polytechnic of Construction, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086935013","display_name":"Shanlan Yang","orcid":"https://orcid.org/0009-0009-1445-4648"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuwen Yang","raw_affiliation_strings":["School of Science, Hubei University of Technology, China"],"raw_orcid":"https://orcid.org/0009-0009-1445-4648","affiliations":[{"raw_affiliation_string":"School of Science, Hubei University of Technology, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113224882","display_name":"Junyu Tao","orcid":"https://orcid.org/0009-0002-8653-6473"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyu Tao","raw_affiliation_strings":["School of Mathematical Sciences, Suzhou University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0009-0002-8653-6473","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Suzhou University of Science and Technology, China","institution_ids":["https://openalex.org/I308837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.8303999900817871,"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/T14025","display_name":"Educational Technology and Assessment","score":0.8303999900817871,"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/T11122","display_name":"Online Learning and Analytics","score":0.7592999935150146,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.7024000287055969,"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":0.615675151348114},{"id":"https://openalex.org/keywords/student-achievement","display_name":"Student achievement","score":0.4108169972896576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.382622092962265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.366635799407959},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3377686142921448},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.28034865856170654},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0881287157535553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.615675151348114},{"id":"https://openalex.org/C2986206625","wikidata":"https://www.wikidata.org/wiki/Q18185","display_name":"Student achievement","level":3,"score":0.4108169972896576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.382622092962265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.366635799407959},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3377686142921448},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.28034865856170654},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0881287157535553}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652628.3652650","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652628.3652650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,60,65,69,81,90,99,103,117,126,133],"problem":[3],"of":[4,68,92],"how":[5],"high":[6],"school":[7],"teachers":[8],"can":[9,57,78],"effectively":[10,58,79],"improve":[11,80],"examinees'":[12],"test-taking":[13,20],"education":[14],"ability":[15],"and":[16,32,71,95,125],"put":[17],"forward":[18],"relevant":[19],"strategies,":[21],"a":[22,48],"mathematical":[23],"achievement":[24],"prediction":[25,82,108],"model":[26,105,119],"based":[27],"on":[28,47,98],"support":[29,40],"vector":[30,41],"machine":[31,42],"artificial":[33,54],"neural":[34,55,76],"network":[35,56,77],"was":[36],"proposed.":[37],"A":[38],"single":[39],"is":[43,120,129],"prone":[44],"to":[45,88,122],"overfitting":[46],"small":[49],"sample":[50],"data":[51],"set,":[52],"while":[53],"learn":[59],"inherent":[61],"law.":[62],"Therefore,":[63],"combining":[64],"predicted":[66,100],"values":[67],"two":[70,107],"modifying":[72],"them":[73],"with":[74],"residual":[75],"accuracy.":[83],"In":[84],"addition,":[85],"in":[86,102],"order":[87],"explore":[89],"influence":[91],"individual":[93,134],"differences":[94,97],"overall":[96,127],"scores":[101],"previous":[104],"exams,":[106],"methods":[109,124],"were":[110],"designed.":[111],"The":[112],"experimental":[113],"results":[114],"show":[115],"that":[116],"proposed":[118],"superior":[121],"other":[123],"difference":[128],"much":[130],"greater":[131],"than":[132],"difference.":[135]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}