计算机技术与教育学报

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计算机技术与教育学报

Journal of Computer Technology and Education

2025年08月第 13 卷第 3 期

August 2025 Vol.13 No.3

[封面] [编委会] [目录]

1

P1-4

基于学习过程的研究生培养质量评估模型

李明亮李军辉柴变芳
河北地质大学信息工程学院，石家庄 050031
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P1-4
DOI号:10.12427/jcte2325-0208.20250801

Graduate Training Quality Evaluation Model Based on Learning Process

LI Mingliang;LI Junhui;CHAI Bianfang
School of Information Engineering of Hebei GEO University,Shijiazhuang 050031,China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P1-4

[阅览] [下载]

2

P5-10

基于知识图谱的Java EE程序设计教学模式研究

徐胜舟帖军
中南民族大学计算机学院，武汉 430074
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P5-10
DOI号:10.12427/jcte2325-0208.20250802

Study on Knowledge Graph-based Teaching Model for Java EE Programming

Xu Shengzhou;Tie Jun
School of Computer Science of South-Central Minzu University Wuhan 430074,China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P5-10

[阅览] [下载]

3

P11-17

混合式教学模式下学生学习力评价和提升研究

李家春何克晶
华南理工大学计算机科学与工程学院，广州 510006
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P11-17
DOI号:10.12427/jcte2325-0208.20250803

Research on the Evaluation and Improvement of Students’ Learning Ability Under Blended Teaching Mode

Jiachun Li;Kejing He
College of Computer Science & Engineering，South China University of Technology Guangzhou 510006,China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P11-17

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4

P18-23

面向GenAI的师-机-生三元共生程序设计教育模型研究与实证

郝熙潘晟旻
昆明理工大学信息工程与自动化学院，昆明 650093
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P18-23
DOI号:10.12427/jcte2325-0208.20250804

Research and Empirical Study on the Teacher-AI-Student Tripartite Symbiosis Programming Education Model for GenAI

Hao xi;Pan shengmin
School of Information Engineering and Automation,Kunming University of Science and Technology,Kunming 650500,China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P18-23

[阅览] [下载]

5

P24-29

地方高校利用PTA平台提高学生编程能力改革与实践

黄正鹏：贵州工程应用技术学院信息工程学院，毕节 (551700)
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P24-29
DOI号:10.12427/jcte2325-0208.20250805

Reform and Practice of Using PTA Platform to Improve Students' Programming Ability in Loca l Colleges and Universities

HUANG Zhengpeng;School of Information Engineering, Guizhou Institute of Engineering and Applied Technology,Bijie,Guizhou 551700,China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P24-29

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6

P30-35

基于华为云的“计算机组成原理”新形态实验教学改革

刘晓颖：哈尔滨工业大学（威海）计算机科学与技术学院，威海 264209
张策
1. 哈尔滨工业大学（威海）计算机科学与技术学院，威海 264209
2. 哈尔滨工业大学（威海）国际教育学院、继续教育学院，威海 264209
李剑雄：哈尔滨工业大学（威海）计算机科学与技术学院，威海 264209
何辉：哈尔滨工业大学（威海）计算机科学与技术学院，威海 264209
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P30-35
DOI号:10.12427/jcte2325-0208.20250806

New form experimental teaching reform of "Computer composition Principle" Based on Huawei Cloud

Liu Xiaoying;School of Computer Science and Technology,Harbin Institute of Technology (Weihai),Weihai 264209, China
Zhang Ce
1.School of Computer Science and Technology,Harbin Institute of Technology (Weihai),Weihai 264209, China
2.Continuing Education College and International Education College, Harbin Institute of Technology (Weihai),Weihai 264209, China
Li Jianxiong;School of Computer Science and Technology,Harbin Institute of Technology (Weihai),Weihai 264209, China
He Hui;School of Computer Science and Technology,Harbin Institute of Technology (Weihai),Weihai 264209, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P30-35

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7

P36-40

“知识图谱+大模型”赋能《Python数据分析及应用》课程教学模式创新

王平水陈涛王泽成
安徽财经大学计算机与信息工程学院蚌埠 233030
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P36-40
DOI号:10.12427/jcte2325-0208.20250807

Innovative Teaching Mode of "Python Data Analysis and Application" Course Driven by " Knowledge Graphs + Large Models"

Wang Pingshui;Chen Tao;Wang Zecheng
School of Computer and Information Engineering, Anhui University of Finance and Economics,Bengbu, Anhui 233030
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P36-40

[阅览] [下载]

8

P41-47

基于普开平台的“Hadoop系统应用”课程实验教学的改革探索

周华涛涂芳孙方
武昌工学院信息工程学院，武汉 430065
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P41-47
DOI号:10.12427/jcte2325-0208.20250808

Exploration of the Reform in Experimental Teaching of "Hadoop System Application" Course Based on the Pukai Platform

Zhou Huatao;Tu Fang;Sun Fang
Information Engineering Institute, Wuchang Institute of Technology Wuhan 430065, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P41-47

[阅览] [下载]

9

P48-52

基于人工智能大模型的软件工程课程教学改革

陈俊杰左一帆姜文晖鄢杰斌方玉明
江西财经大学计算机与人工智能学院，南昌 330032
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P48-52
DOI号:10.12427/jcte2325-0208.20250809

Teaching Reform of Software Engineering Courses Based on Large-scale Artificial Intelligence Models

Junjie Chen;Yifan Zuo;Wenhui Jiang;Jiebing Yan;Yuming Fang
School of Computer Science and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang,Jiangxi 330032, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P48-52

[阅览] [下载]

10

P53-57

基于产教融合的“国产化操作系统”实验教学改革探索

闫丽丽丁哲吕智颖
成都信息工程大学网络空间安全学院（芯谷产业学院），成都 610225
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P53-57
DOI号:10.12427/jcte2325-0208.20250810

Exploring Experimental Teaching Reform for "Domestic Operating Systems" Based on IndustryEducation Integration

Yan Lili;Ding Zhe;Lv Zhiying
School of Cybersecurity (Xin Gu Industrial College) Chengdu University of Information Technology,Chengdu 610225, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P53-57

[阅览] [下载]

11

P58-61

基于NFV的网络空间安全专业课程实验考核方法改革

许博王秀磊邢长友张国敏
陆军工程大学指挥控制工程学院，南京 210007
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P58-61
DOI号:10.12427/jcte2325-0208.20250811

Reform of the Experimental Examination Method for the Course of Cyberspace Security Specialty Based on NFV

Xu Bo;Wang Xiulei;Xing Changyou;Zhang Guomin
College of Command and Control Engineering, Army University of Engineering,Nanjing 210007, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P58-61

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12

P62-68

程序设计课程教学双轮驱动新模式探索

傅佑铭梁超何政刘峰
武汉大学计算机学院，武汉 430000
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P62-68
DOI号:10.12427/jcte2325-0208.20250812

New Dual-Wheel Drive Teaching Model for Programming Courses

Fu Youming;Liang Chao;He Zheng;Liu Feng
School of Computer Science, Wuhan University Wuhan 430000, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P62-68

[阅览] [下载]

13

P69-73

密码学课程思政教育探索研究

张际焱邵昕童沈盼史臻崔霆
信息工程大学，郑州 450001
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P69-73
DOI号:10.12427/jcte2325-0208.20250813

Research on the Exploration of Ideological and Political Education in Cryptography Courses

Jiyan Zhang;Xintong Shao;Pan Shen;Zhen Shi;Ting Cui
Information Engineering University,ZhengZhou 450001, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P69-73

[阅览] [下载]

14

P74-79

专业背景课实战化教学改革探索——以“数据分析与挖掘”为例

邹世辰郝文宁程恺靳大尉相力
陆军工程大学指挥控制工程学院，南京 210007
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P74-79
DOI号:10.12427/jcte2325-0208.20250814

Exploration of Practical Teaching Reform in Professional Courses: Taking "Data Analysis and Mining" as an Example

Zou Shichen;Hao Wenning;Cheng Kai;Jin Dawei;Xiang Li
College of Command and Control Engineering Army Engineering University Nanjing 210007, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P74-79

[阅览] [下载]

15

P80-86

基于马克思主义认识论的软件工程课程思政实践探讨

韩万江张笑燕杨金翠陈晋鹏陈珑峥
北京邮电大学计算机学院（国家示范性软件学院），北京 100876
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P80-86
DOI号:10.12427/jcte2325-0208.20250815

Discussion on Ideological and Political Education Practice in Software Engineering Courses Based on Marxist Epistemology

Wanjiang Han;Xiaoyan Zhang;Jincui Yang;Jinpeng Chen;Longzheng Chen
School of Computer Science(National Pilot Software Engineering School),Beijing University of Posts and Telecommunication, Beijing , China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P80-86

[阅览] [下载]

16

P97-92

“新工科”背景下软件工程专业实验教学的改革探索

王琳尚虹宇
天津市大学软件学院，天津 300387
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P87-92
DOI号:10.12427/jcte2325-0208.20250816

Reform of Experimental Teaching for Software Engineering under New Engineering Background

Wang Lin;Shang Hongyu
Tianjin Institute of Software Engineering,Tianjin 300387, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P87-92

[阅览] [下载]

17

P93-100

面向对象课程设计提升学生参与度的教学探索与实践

石蕴玉刘翔汤显单亮
上海工程技术大学电子电气工程学院，上海 201620
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P93-100
DOI号:10.12427/jcte2325-0208.20250817

Teaching Exploration and Practice on Improving Students' Engagement in Object-Oriented Course Design

Shi Yunyu;Liu Xiang;Tang Xian;Shan Liang
School of Electronic and Electrical Engineering of Shanghai University of Engineering Science Shanghai 201620, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P93-100

[阅览] [下载]

18

P101-105

《大数据安全》课程建设：探索与实践

石瑞生：北京邮电大学网络空间安全学院，北京 100876
兰丽娜:北京邮电大学人文学院，北京 100876
时金桥:北京邮电大学网络空间安全学院，北京 100876
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P101-105
DOI号:10.12427/jcte2325-0208.20250818

"Big Data Security" Course Development: Exploration and Practice

Shi Ruisheng;School of Cyberspace Security Beijing University of Posts and Telecommunications Beijing 100876, China;
Lan Lina;School of Humanities Beijing University of Posts and Telecommunications Beijing 100876, China;
Shi Jinqiao;School of Cyberspace Security Beijing University of Posts and Telecommunications Beijing 100876, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P101-105

[阅览] [下载]

19

P106-110

基于知识图谱的离散数学教学实践探索

陈琼吕建明
华南理工大学计算机科学与工程学院，广州 510006
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P106-110
DOI号:10.12427/jcte2325-0208.20250819

Exploration of Discrete Mathmatics Teaching Practice Based on Knowledge Graph

Qiong Chen;Jianming Lü
School of Computer Science and Engineering, South China University of Technology,Guangzhou , 510006 China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P106-110

[阅览] [下载]

20

P111-116

AI赋能《JAVAEE应用开发》三段式教学改革探索

诺明花
1.内蒙古大学计算机学院，和浩特 010021；
2. 内蒙古自治区多语种人工智能技术重点实验室，呼和浩特 010021
赵俊峰:内蒙古大学计算机学院，和浩特 010021；
戴海滨:内蒙古大学计算机学院，和浩特 010021；
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P111-116
DOI号:10.12427/jcte2325-0208.20250820

Exploration of AI-Empowered Three-Stage Teaching Reform in "Java EE Application Development"

Minghua Nuo
1.College of Computer Science,Inner Mongolia University, Hohhot 010021, China;
2.Inner Mongolia Key Laboratory of Multilingual Artificial Intelligence Technology, Hohhot 010021, China;
Junfeng Zhao;College of Computer Science,Inner Mongolia University, Hohhot 010021, China;
Haibin Dai;College of Computer Science,Inner Mongolia University, Hohhot 010021, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P111-116

[阅览] [下载]

21

P117-121

交叉融合视域下军校语言类专业计算机通识课程思政教学设计与实践

王亚利任静静范冰冰
国防科技大学外国语学院，南京 210000
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P117-121
DOI号:10.12427/jcte2325-0208.20250821

The Ideological and Political TTeaching Design and Practice of the Computer General Course of the Military School Language Major from the Perspective of Cross Integration

Yali Wang;jinjing Ren;Bingbing Fan
College of Foreign Languages of National University of Defense Technology Nanjing 210000, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P117-121

[阅览] [下载]

22

P122-127

基于GD32F303RET6 的单片机实验板研发及教学实践

田金琴丁红胜王晓峰
北方民族大学计算机科学与工程学院，银川 750021
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P122-127
DOI号:10.12427/jcte2325-0208.20250822

Development and Teaching Practice of Single-Chip Microcomputer Experiment Board Based on GD32F303RET6

TIAN Jinqin;DING Hongsheng;Wang Xiaofeng
Department of Computer Science of North University for Nationalities,Yinchuan 750021,China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P122-127

[阅览] [下载]

23

P128-133

基于AI大模型的“数据结构与算法”课程教学实践探索

刘凌吴永芬唐艳琴赵洪华施蕾
陆军工程大学指挥控制工程学院，南京 210000
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P128-133
DOI号:10.12427/jcte2325-0208.20250823

Exploration and Practice of "Data Structures and Algorithms" Course Based on Large AI Model

Ling Liu;Yongfen Wu;Yanqin Wu;Honghua Zhao;Lei Shi
Command & Control Engineering College, Army Engineering University of PLA, Nanjing 210000, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P128-133

[阅览] [下载]

24

P134-139

新工科+产教融合的计算机专业机器人导论课程教学实践

张艳玲:广州大学计算机科学与网络工程学院 , 广州 510006
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P134-139
DOI号:10.12427/jcte2325-0208.20250824

Teaching Practice of the "Introduction to Robotics" Course for Computer Major Under the Background of Emerging Engineering Education and Industry-Education Integration

Zhang Yanling;School of Computer Science and Network Engineering, Guangzhou University, Guangzhou 510006
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P134-139

[阅览] [下载]

25

P140-146

操作系统课程思政建设研究及实践

翟高寿：北京交通大学计算机学院，北京 100044
张娜：麒麟软件有限公司北京 100083
胡海江：麒麟软件有限公司北京 100083
王婷：北京世纪好未来教育科技有限公司北京 100085
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P140-146
DOI号:10.12427/jcte2325-0208.20250825

Study and Practice on Ideological and Political Construction in Operating System Courses

Zhai Gaoshou;Sch. of Comp. Sci. and Tech., Beijing Jiaotong University Beijing 100044, China;
Zhang Na;Kylin Software Co., Ltd Beijing 100083, China;
Hu Haijiang;Kylin Software Co., Ltd Beijing 100083, China;
Wang Ting;TAL Education Group Beijing 100085, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P140-146

[阅览] [下载]

26

P147-151

高等代数赋能C语言程序设计的教学思考与实践

肖钰汾陈华瑾谭林
网络空间部队信息工程大学，郑州 450001
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P147-151
DOI号:10.12427/jcte2325-0208.20250826

Teaching Thoughts and Practices on C Language Programming Empowered by Advanced Algebra

XIAO Yufen;CHEN Huajin;TAN Lin
Information Engineering University, Zhengzhou 450001, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P147-151

[阅览] [下载]

27

P152-156

数智赋能下程序设计基础课程项目驱动智慧教学创新实践

戴晓东韦小平李跃飞彭芳芳陈沅涛
湖南信息学院，长沙 410151
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P152-156
DOI号:10.12427/jcte2325-0208.20250827

Innovative Practice of Smart Teaching Driven by Projects under Digital and Intelligent Empowerment in the Fundamentals of Programming Course

Dai Xiaodong;Wei Xiaoping;Li Yuefei;Peng Fangfang;Chen Yuantao
Hunan University of Information Technology, Changsha, Hunan 410151
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P152-156

[阅览] [下载]

28

P157-162

计算原理视角中的数据库课程认知分析

职为梅宋伟朱真峰
郑州大学计算机与人工智能学院，郑州 450001
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P157-162
DOI号:10.12427/jcte2325-0208.20250828

Cognitive Analyses of Database Course from the Perspective of Computing Principles

Weimei ZHI;Wei SONG;Zhenfeng ZHU
School of Computer Science and Artificial Intelligence Zhengzhou University,Zhengzhou 450001, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P157-162

[阅览] [下载]

29

P163-166

面向新医科的《医学人工智能》课程体系构建

秦婧：沈阳医学院医学信息工程学院，沈阳 110034
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P163-166
DOI号:10.12427/jcte2325-0208.20250829

Building the Medical AI Curriculum for New Medical Education

Jing Qin;Shenyang Medical College, Shenyang, 110034, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P163-166

[阅览] [下载]

30

P167-173

利用AI解构-重构电子政务安全保障人才培养体系

周玉晨池亚平刘宇栋冯雁范洁
北京电子科技学院，北京 100070
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P167-173
DOI号:10.12427/jcte2325-0208.20250830

Using AI to Deconstruct and Reconstruct the Talent Training System for E-government Security Assurance

Zhou Yuchen;Chi Yaping;Liu Yudong;Feng Yan;Fan Jie
Department of Cyberspace Security，Beijing Electronic Science and Technology Institute Beijing 100070, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P167-173

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31

P174-179

面向融媒体行业的软件工程人才培养模式探索

余雨萍：中原工学院软件学院郑州 450007
陈云霞：郑州经贸学院创新创业学院郑州 451191
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P174-179
DOI号:10.12427/jcte2325-0208.20250831

Exploration of a Talent Cultivation Model for Software Engineering Oriented to the Converged Media Industry

Yu Yuping;School of Software Zhongyuan University of Technology,Zhengzhou 45007, China;
Chen Yunxia;School of Innovation and Entrepreneurship,Zhengzhou University of Economics and Business Zhengzhou 451191, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P174-179

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32

P180-185

AI赋能的地方高校信创人才培养模式

谭云：中南林业科技大学电子信息与物理学院长沙 410004
秦姣华：中南林业科技大学电子信息与物理学院长沙 410004
向旭宇：中南林业科技大学计算机与数学学院长沙 410004
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P180-185
DOI号:10.12427/jcte2325-0208.20250832

AI Empowered Training Mode for Innovative Talents of Information Technology in Local Universities

Yun Tan;School of Electronic Information and Physics Central South University of Forestry&Technology,Changsha 410004;
Jiaohua Qin;School of Electronic Information and Physics Central South University of Forestry&Technology,Changsha 410004;
Xuyu Xiang;School of Computer Science and Mathematics Central South University of Forestry&Technology,Changsha 410004
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P180-185

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33

P186-192

基于TPACK理论数智教育环境下高校教师角色与能力发展研究

杨常唯：浙江东方职业技术学院，温州 325025
毛明志：中山大学，珠海 519082
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P186-192
DOI号:10.12427/jcte2325-0208.20250833

Research on the Role and Ability Development of College Teachers in the Digital Intelligence Education Environment Based on TPACK Theory

Changwei Yang;Zhejiang Dongfang Polytechnic,Wenzhou, 325025, China;
Mingzhi MAO;Sun Yat-sen University,Zhuhai, 519082, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P186-192

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34

P193-196

面向网络安全实战化人才培养的体系化课赛一体教学方法

詹东阳叶麟王莘刘立坤郝萌
哈尔滨工业大学网络空间安全学院，哈尔滨 150001
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P193-196
DOI号:10.12427/jcte2325-0208.20250834

A Systematic Teaching Method Integrating Courses And Competitions For The Cultivation of Practical Cybersecurity Talent

Zhan Dongyang;Ye Lin;Wang Shen;Liu Likun;Hao Meng
School of Cyberspace Science, Harbin Institute of Technology,Harbin 210009, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P193-196

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35

P197-202

浅析理论计算机科学与形式化方法课程中重要思想与意识的教育

刘万伟：国防科技大学计算机学院长沙 410073；
李暾：国防科技大学计算机学院长沙 410073；
华强胜：华中科技大学计算机科学与技术学院武汉 430074；
毛晓光：国防科技大学计算机学院长沙 410073；
沈立：国防科技大学计算机学院长沙 410073；
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P197-1202
DOI号:10.12427/jcte2325-0208.20250835

A Preliminary Analysis of the Education of Important Ideas and Awareness in the Courses of Theoretical Computer Science and Formal Methods

Wanwei LIU;College of Computer Science and Technology National University of Defense Technology,Changsha 410073, China;
Tun LI;College of Computer Science and Technology National University of Defense Technology,Changsha 410073, China;
Qiangsheng HUA;School of Computer Science&Technology Huahong University of Science&Technology Wuhan 430074, China;
Xiaoguang MAO;College of Computer Science and Technology National University of Defense Technology,Changsha 410073, China;
Li SHEN;College of Computer Science and Technology National University of Defense Technology,Changsha 410073, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P197-202

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36

P203-210

不平衡数据下基于随机森林的网络入侵检测

卫昱君马悦凯王佳悦白琳
西安邮电大学计算机学院，西安 710121
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P203-210
DOI号:10.12427/jcte2325-0208.20250836

Intrusion Detection Based on Random Forest for Imbalanced Data

WEI Yu-jun;MA Yue-kai;WANG Jia-yue;BAI Lin
School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an 710121, China
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P203-210

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37

P211-216

基于竞赛项目的人工智能专业“赛教融合”教学案例研究

贾子琪：南阳理工学院计算机与软件学院南阳 473004；
郭东恩：南阳理工学院计算机与软件学院南阳 473004；
赵玮玮：郑州大学物理工程学院郑州 450001；
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P211-216
DOI号:10.12427/jcte2325-0208.20250837

A Teaching Case Study on "Competition-Education Integration" for Artificial Intelligence Majors Based on Competition Projects

JIA Zi-qi;School of Computer and Software Nanyang Institute of Technology,Nanyang 473004, China;
GUO Dongen;School of Computer and Software Nanyang Institute of Technology,Nanyang 473004, China;
ZHAO Weiwei;Physical Engineering College Zhengzhou University Zhengzhou 450001, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P211-216

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38

P217-222

基于AI智能体编排系统的实验难点挖掘

袁平海：安徽师范大学计算机与信息学院，芜湖 241000
黄冲：安徽师范大学计算机与信息学院，芜湖 241000
陈付龙：安恒信息技术股份有限公司，杭州 310051
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P217-222
DOI号:10.12427/jcte2325-0208.20250838

Automated Mining of Experimental Teaching Challenges Using AI-Agent Orchestration

YUAN Pinghai;School of Computer and Information Anhui Normal University,Wuhu 241000, China;
HUANG Chong;School of Computer and Information Anhui Normal University,Wuhu 241000, China;
CHEN Fulong;DBAPPSecurity Co., Ltd Hangzhou 310051, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P217-222

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39

P223-229

面向新工科的网络舆情分析实践教学体系构建

杨佳林姗
湖北工业大学计算机学院，武汉 430000
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P223-229
DOI号:10.12427/jcte2325-0208.20250839

The Construction of Practical Teaching System of Internet Public Opinion Analysis for New Engineering Disciplines

Jia Yang;Shan Lin
School of Computer Science Hubei University of Technology,Wuhan 430000, China;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P223-229

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40

P230-234

“双减”背景下信息技术与生物学课后作业融合设计的研究

廖东丽：上犹县第五中学，赣州 341214
陈旸：漳州职业技术学院，漳州 363000
《计算机技术与教育学报》，2025年08月第 13 卷第 3 期，P230-234
DOI号:10.12427/jcte2325-0208.20250840

Research on the Integrated Design of Information Technology and Biology Homework Under the Background of "Double Reduction"

Dongli Liao;Shangyou County No. 5 Middle School Ganzhou 341214;
Yang Chen;Zhangzhou Institute of Technology Zhangzhou 363000;
Journal of Computer Technology and Education,August 2025 Vol.13 No.3,P230-234

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