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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">JCER</journal-id><journal-title-group><journal-title>Journal of Contemporary Educational Research</journal-title></journal-title-group><issn>2208-8466</issn><eissn>2208-8474</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/jcer.v10i6.15448</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>Research on the Reconstruction of Data Structure Experimental Teaching Evaluation System and AI Standard Usage Mechanism under the Background of Large Models</title><url>https://artdesignp.com/journal/JCER/10/6/10.26689/jcer.v10i6.15448</url><author>LiuYueyue,LuXueqing,LiuQingqing,XuKai</author><pub-date pub-type="publication-year"><year>2026</year></pub-date><volume>10</volume><issue>6</issue><history><date date-type="pub"><published-time>2026-07-14</published-time></date></history><abstract>Aiming at the problems in the experimental teaching of data structure such as the replacement of students’ learning process, the weakening of algorithm thinking, and the distortion of teaching evaluation results caused by the overuse of large models, this paper analyzes the influence mechanism of large models on students’ ability after their intervention in experimental teaching. On the basis of defining the reasonable usage boundary of large models, a new procedural teaching evaluation system is constructed, and an implementation plan for data structure experimental teaching under the constraint of standardized AI usage is proposed. Teaching practice results show that this evaluation model can effectively standardize students’ use of AI and has a significant promoting effect on improving students’ algorithm understanding ability, program debugging ability, and engineering practical ability.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>General Office of the Ministry of Education, 2025, Notice on Organizing and Implementing the Digital Empowerment Teacher Development Action, Official Letter of the Department of Teachers, (13).</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B2" content-type="article"><label>2</label><element-citation publication-type="journal"><p>The State Council, 2025, Outline of the Education Power Construction Plan (2024–2035).</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B3" content-type="article"><label>3</label><element-citation publication-type="journal"><p>Ruan R, Wang H, Ye H, 2025, Advanced Teaching Practice of Data Structure under the Background of Emerging Engineering. 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