{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T11:45:35Z","timestamp":1762429535824,"version":"3.41.2"},"reference-count":28,"publisher":"World Scientific Pub Co Pte Ltd","issue":"16","funder":[{"name":"Guangxi Education Science","award":["2019ZJY082","2021ZJY883","2021ZJY1431"],"award-info":[{"award-number":["2019ZJY082","2021ZJY883","2021ZJY1431"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J CIRCUIT SYST COMP"],"published-print":{"date-parts":[[2023,11,15]]},"abstract":"<jats:p> Ethnic minority resources are very rich and contain rich historical resources and culture. Under the impact of modern information technology, the development of minority resources and the inheritance of ethnic culture are facing many challenges, and the current school education is lagging behind in exploring the ecological resources of minority groups, which makes the integration of creative education and minority groups encounter a bottleneck. In response to this situation, we make full use of the platform of creative education to actively explore the traditional skills contained in the lives of ethnic minorities. In the evaluation of creative education, we should not only focus on the evaluation of students\u2019 works, but also on the improvement of students\u2019 knowledge of various creative tools, their ability to use comprehensive subject knowledge, hands-on ability, solution ability and creativity ability during the whole learning process. Based on this, this paper proposes a back propagation neural network (BPNN)-based quality evaluation method for creative education to evaluate the quality of creative education from multiple dimensions. Experiments and comparisons show that the BPNN-based evaluation method proposed in this paper can better evaluate the whole process of creative education and help the further development of creative education in minority regions. <\/jats:p>","DOI":"10.1142\/s0218126623502754","type":"journal-article","created":{"date-parts":[[2023,3,31]],"date-time":"2023-03-31T08:53:03Z","timestamp":1680252783000},"source":"Crossref","is-referenced-by-count":5,"title":["A BP Neural Network-Based Method for Evaluating the Quality of Creative Education in Minority Regions"],"prefix":"10.1142","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5790-7784","authenticated-orcid":false,"given":"Man","family":"Yang","sequence":"first","affiliation":[{"name":"School of Humanities and Social Sciences, Bansomdejchaopraya Rajabhat University, Thonburi, Bangkok 10600, Thailand"},{"name":"Guangxi Vocational and Technical College of Quality and Engineering, Nanning, Guangxi 530000, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haining","family":"Huang","sequence":"additional","affiliation":[{"name":"Guangxi Vocational and Technical College of Market Quality, Nanning, Guangxi 530000, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sijing","family":"Li","sequence":"additional","affiliation":[{"name":"Guangxi Vocational and Technical College of Quality and Engineering, Nanning, Guangxi 530000, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weitai","family":"Luo","sequence":"additional","affiliation":[{"name":"Guangxi Technological College of Machinery and Electricity, Nanning, Guangxi 530100, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mengzhen","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Baise University, Baise, Guangxi 533000, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling","family":"Li","sequence":"additional","affiliation":[{"name":"Guangxi International Business Vocational College, Nanning, Guangxi 530007, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Yan","sequence":"additional","affiliation":[{"name":"Guangxi Vocational College of Finance, Nanning, Guangxi 530000, P. R. 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