{"id":"https://openalex.org/W7155421045","doi":"https://doi.org/10.1145/3797552.3797761","title":"An Empirical Study on Policy Attitudes Toward Generative Artificial Intelligence in Teaching Assessment at Asian Universities Based on the Random Forest Algorithm","display_name":"An Empirical Study on Policy Attitudes Toward Generative Artificial Intelligence in Teaching Assessment at Asian Universities Based on the Random Forest Algorithm","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W7155421045","doi":"https://doi.org/10.1145/3797552.3797761"},"language":null,"primary_location":{"id":"doi:10.1145/3797552.3797761","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797761","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3797552.3797761","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111149362","display_name":"Yanyue Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yanyue Zhang","raw_affiliation_strings":["Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,"],"raw_orcid":"https://orcid.org/0009-0003-6978-0826","affiliations":[{"raw_affiliation_string":"Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442234","display_name":"Xi Wang","orcid":"https://orcid.org/0000-0001-9971-4748"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Xi Wang","raw_affiliation_strings":["Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,"],"raw_orcid":"https://orcid.org/0000-0001-9971-4748","affiliations":[{"raw_affiliation_string":"Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019231173","display_name":"Qiantong Liang","orcid":"https://orcid.org/0009-0002-2474-0962"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Qiantong Liang","raw_affiliation_strings":["Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,"],"raw_orcid":"https://orcid.org/0009-0002-2474-0962","affiliations":[{"raw_affiliation_string":"Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134418368","display_name":"Ning Xu","orcid":"https://orcid.org/0009-0003-2259-6925"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Ning Xu","raw_affiliation_strings":["Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,"],"raw_orcid":"https://orcid.org/0009-0003-2259-6925","affiliations":[{"raw_affiliation_string":"Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134398226","display_name":"Wenxi Zhang","orcid":"https://orcid.org/0009-0009-2756-5785"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Wenxi Zhang","raw_affiliation_strings":["Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,"],"raw_orcid":"https://orcid.org/0009-0009-2756-5785","affiliations":[{"raw_affiliation_string":"Faculty Of Humanities and Social Sciences, Macao Polytechnic University, Macao, China,","institution_ids":["https://openalex.org/I49835588"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I49835588"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.77293957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1319","last_page":"1324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.14970000088214874,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.14970000088214874,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.048900000751018524,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.04859999939799309,"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/random-forest","display_name":"Random forest","score":0.6690000295639038},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.6075999736785889},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.48489999771118164},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4537000060081482},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.42149999737739563},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.40389999747276306},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3400000035762787}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6690000295639038},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.6075999736785889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5192999839782715},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.48489999771118164},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4537000060081482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44780001044273376},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.42149999737739563},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4174000024795532},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.40389999747276306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4034000039100647},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3463999927043915},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.33559998869895935},{"id":"https://openalex.org/C2779436431","wikidata":"https://www.wikidata.org/wiki/Q30672407","display_name":"Policy learning","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.33059999346733093},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.288100004196167},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.26840001344680786},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.25929999351501465},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3797552.3797761","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797761","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3797552.3797761","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797761","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4397655427455902}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W4319791715","https://openalex.org/W4391062543","https://openalex.org/W4396771793","https://openalex.org/W4401420184","https://openalex.org/W4405062726","https://openalex.org/W4405761454","https://openalex.org/W4409308547"],"related_works":[],"abstract_inverted_index":{"The":[0,72,83,120],"application":[1],"of":[2,28,65,77,89,104,117],"generative":[3],"artificial":[4],"intelligence":[5],"(GenAI)":[6],"in":[7,15,26,45,111,132],"teaching":[8],"and":[9,31,51,67,107,129],"assessment":[10],"is":[11],"becoming":[12],"increasingly":[13],"prevalent":[14],"Asian":[16],"higher":[17,133],"education":[18],"institutions.":[19],"However,":[20],"significant":[21],"differences":[22],"exist":[23],"among":[24],"universities":[25,44],"terms":[27],"policy":[29,130],"awareness":[30,103],"attitudes":[32,61],"toward":[33,62],"its":[34],"use.":[35],"This":[36],"study":[37],"analyzes":[38],"354":[39],"survey":[40],"responses":[41],"collected":[42],"from":[43],"China,":[46],"Japan,":[47],"South":[48],"Korea,":[49],"India,":[50],"Pakistan,":[52],"employing":[53],"the":[54,63,68,114],"random":[55],"forest":[56],"algorithm":[57],"to":[58,109,125],"examine":[59],"respondents'":[60],"future":[64],"AI":[66,127],"key":[69],"influencing":[70],"factors.":[71],"results":[73],"show":[74],"that":[75,99],"75.14%":[76],"respondents":[78],"hold":[79],"a":[80],"positive":[81],"attitude.":[82],"model":[84],"achieved":[85],"an":[86],"F1":[87],"score":[88],"0.84,":[90],"indicating":[91],"strong":[92],"predictive":[93],"performance.":[94],"Feature":[95],"importance":[96],"analysis":[97],"reveals":[98],"perceived":[100],"learning":[101],"efficiency,":[102],"content-type":[105],"differentiation,":[106],"willingness":[108],"participate":[110],"policy-making":[112],"are":[113],"main":[115],"drivers":[116],"attitude":[118],"formation.":[119],"findings":[121],"provide":[122],"empirical":[123],"evidence":[124],"support":[126],"governance":[128],"development":[131],"education.":[134]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-04-24T00:00:00"}
