{"id":"https://openalex.org/W4409992299","doi":"https://doi.org/10.1109/iceit64364.2025.10975935","title":"Interdisciplinary Competence Prediction for Engineering College Students Based on Decision Tree","display_name":"Interdisciplinary Competence Prediction for Engineering College Students Based on Decision Tree","publication_year":2025,"publication_date":"2025-03-14","ids":{"openalex":"https://openalex.org/W4409992299","doi":"https://doi.org/10.1109/iceit64364.2025.10975935"},"language":"en","primary_location":{"id":"doi:10.1109/iceit64364.2025.10975935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceit64364.2025.10975935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 14th International Conference on Educational and Information Technology (ICEIT)","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/A5117398339","display_name":"Zhiwei Oi","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Qi","raw_affiliation_strings":["School of Education, Yunnan University,Yunnan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Education, Yunnan University,Yunnan,China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070905937","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0002-7044-3232"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":["School of Education, Yunnan University,Yunnan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Education, Yunnan University,Yunnan,China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":null,"display_name":"YuanYuan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YuanYuan Wang","raw_affiliation_strings":["School of Education, Yunnan University,Yunnan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Education, Yunnan University,Yunnan,China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I189210763"],"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":"219","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13844","display_name":"Higher Education Learning Practices","score":0.6862000226974487,"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/T13844","display_name":"Higher Education Learning Practices","score":0.6862000226974487,"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/T12802","display_name":"Competency Development and Evaluation","score":0.6344000101089478,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12124","display_name":"Engineering Education and Curriculum Development","score":0.6074000000953674,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7223830223083496},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.6250836849212646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5799418091773987},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44251933693885803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4068477153778076},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19886747002601624}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7223830223083496},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.6250836849212646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5799418091773987},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44251933693885803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4068477153778076},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19886747002601624},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceit64364.2025.10975935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceit64364.2025.10975935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 14th International Conference on Educational and Information Technology (ICEIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2622765476","https://openalex.org/W2988332331","https://openalex.org/W2997044595","https://openalex.org/W3008627481","https://openalex.org/W3043733160","https://openalex.org/W3154521289","https://openalex.org/W4205899523","https://openalex.org/W4289529687","https://openalex.org/W4293081735","https://openalex.org/W4396685483","https://openalex.org/W4396731575","https://openalex.org/W4399328884"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"With":[0],"the":[1,19,26,33,61,75,85,102,106,111,122,132,140,151,176],"increasing":[2],"complexity":[3,108],"of":[4,21,29,35,64,77,117,142,153,168,178],"engineering":[5,16,30,182],"problems,":[6,17],"it":[7],"is":[8,39,131],"difficult":[9],"for":[10,175],"single-discipline":[11],"knowledge":[12],"to":[13,148],"solve":[14],"complex":[15],"and":[18,52,67,73,87,94,125,159],"cultivation":[20],"interdisciplinary":[22,36,65,82,136,157,179],"ability":[23],"has":[24,113],"become":[25],"main":[27,133],"goal":[28],"education.":[31],"However,":[32],"process":[34],"competence":[37,83,180],"development":[38,177],"affected":[40],"by":[41,139],"many":[42],"factors,":[43,47,49,51],"such":[44],"as":[45,162],"student":[46],"teacher":[48],"school":[50,154,160],"artificial":[53],"intelligence":[54],"factors.":[55,165],"Firstly,":[56],"we":[57,69,120],"collected":[58],"data":[59,71],"on":[60,81],"influencing":[62,79,164],"factors":[63],"competence,":[66,137],"secondly,":[68],"performed":[70],"processing":[72],"explored":[74],"importance":[76],"each":[78],"factor":[80,134],"using":[84,105,143],"classification":[86],"regression":[88],"trees":[89],"algorithm.":[90],"The":[91,166],"prediction":[92],"model":[93,112],"7":[95],"decision":[96,103],"rules":[97],"were":[98],"obtained":[99],"after":[100],"optimizing":[101],"tree":[104],"cost":[107],"pruning":[109],"algorithm,":[110],"an":[114],"accuracy":[115],"rate":[116],"75.1%.":[118],"Finally,":[119],"analyze":[121],"experimental":[123],"results":[124,167],"conclude":[126],"that":[127],"teachers'":[128,156],"teaching":[129],"style":[130],"affecting":[135],"followed":[138],"frequency":[141],"smart":[144],"tools,":[145],"students'":[146],"motivation":[147],"be":[149],"interdisciplinary,":[150],"availability":[152],"facilities,":[155],"background,":[158],"curriculum":[161],"important":[163],"this":[169],"study":[170],"will":[171],"provide":[172],"applied":[173],"guidance":[174],"among":[181],"college":[183],"students.":[184]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-05-02T00:00:00"}