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07月第 13 卷第 2 期

July 2025 Vol.13 No.2

[封面] [编委会] [目录]

1

P1-9

基于招聘需求的计算机类研究生人才培养探究

张建桃陈霖琳林筱芸韦婷婷
华南农业大学数学与信息学院，广州 51064
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P1-9
DOI号:10.12427/jcte2325-0208.20250701

Research on Computer Graduate Talent Training Based on Recruitment Demand Under the Background of New Bengineering

ZHANG Jian-tao;CHEN Lin-lin;LIN Xiao-yun;WEI Ting-ting
College of Mathematics and Informatic of South China Agricultural University Guangzhou 510642,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P1-9

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2

P10-15

基于产教融合的专业学位研究生联合培养基地建设研究

谢毅左宪禹乔保军
1.河南大学计算机与信息工程学院，开封 475000
2.河南省大数据分析与处理重点实验室，开封 475000
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P10-15
DOI号:10.12427/jcte2325-0208.20250702

Research on the Construction of Joint Training Bases for Professional Degree Postgraduates Based on Industry-Education Integration

Xie Yi;Zuo Xianyu;Qiao Baojun
1. School of Computer and Information Engineering，Kaifeng, 475000
2. Henan Key Laboratory of Big Data Analysis and Processing，Kaifeng,475000
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P10-15

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3

P16-23

微机控制系统及应用研究生课程改革研究

王平辉：西安交通大学网络空间安全学院，西安 710049；
马杰：西安交通大学网络空间安全学院，西安 710049；
吕红强：西安交通大学自动化科学与工程学院,西安 710049;
刘源：西安交通大学自动化科学与工程学院,西安 710049;
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P16-23
DOI号:10.12427/jcte2325-0208.20250703

A Study on the Curriculum Reform of the Postgraduate Course“Microcomputer Control Systems and Applications”

Pinghui Wang;School of Cyber Science and Engineering Xi’an Jiaotong University,Xi’an 710049,China;
Jie Ma;School of Cyber Science and Engineering Xi’an Jiaotong University,Xi’an 710049,China;
Hongqiang Lv;School of Automation Science and Engineering Xi’an Jiaotong University Xi’an 710049,China;
Yuan Liu;School of Automation Science and Engineering Xi’an Jiaotong University Xi’an 710049,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P16-23

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4

P24-28

价值引领阈下网络空间安全专业课程思政的实践路径研究

张龙夏冰邢颖潘恒朱清浩姬铭阳
中原工学院网络空间安全学院，郑州 451191
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P24-28
DOI号:10.12427/jcte2325-0208.20250704

Research on the Practical Path of Ideological and Political Education in Postgraduate Courses of Cyberspace Security under the Threshold of Value Guidance

Long Zhang;Bing Xia;Ying Xing;Heng Pan;Qinghao Zhu;Mingyang Ji
College of Cyberspace Security of Zhongyuan University of Technology Zhengzhou 451191,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P24-28

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5

P29-34

网络空间安全硕士培养的思政长效建设机制研究

杜晓玉：河南大学计算机与信息工程学院，开封 475004;
杜莹：河南大学计算机与信息工程学院，开封 475004;
王玉璟：河南大学计算机与信息工程学院，开封 475004;
张磊：河南省工业互联网工程技术研究中心，郑州 450046;
程普：河南省工业互联网工程技术研究中心，郑州 450046;
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P29-34
DOI号:10.12427/jcte2325-0208.20250705

Research on the Long-term Ideological and Political Construction Mechanism for Cultivating Master's Students in Cyberspace Security

Du Xiaoyu;School of Computer and Information Engineering Henan University,Kaifeng 475004,China;
Du Ying;School of Computer and Information Engineering Henan University,Kaifeng 475004,China;
Wang Yujing;School of Computer and Information Engineering Henan University,Kaifeng 475004,China;
Zhang Lei;Henan Provincial Engineering Technology for Industrial Internet,Zhengzhou 450046,China;
Cheng Pu;Henan Provincial Engineering Technology for Industrial Internet,Zhengzhou 450046,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P29-34

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6

P35-39

数字化转型背景下行业大数据应用课程教学改革

王雅娣谢玉琳郭小丁左宪禹穆辉宇葛强
河南大学计算机与信息工程学院，开封 475004
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P35-39
DOI号:10.12427/jcte2325-0208.20250706

Teaching Reform of Industry Big Data Application Courses under the Background of Digital Transformation

Yadi Wang;Yulin Xie;Xiaoding Guo;Xianyu Zuo;Huiyu Mu;Qiang Ge
School of Computer and Information Engineering of Henan University,Kaifeng 475004,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P35-39

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7

P40-45

AI 驱动的图像处理课程创新：YOLO 系列课堂的研究生教学改革探索

王苏琪：甘肃农业大学理学院，兰州 730070
魏霖静：甘肃农业大学信息科技学院，兰州 730070
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P40-45
DOI号:10.12427/jcte2325-0208.20250707

Innovation of Image Processing Courses Driven by AI: Exploration of Postgraduate Teaching Reform inYOLO Series Courses

Wang Suqi;College of Science Gansu Agricultural University,Lanzhou, 730070, China;
Wei Linjing;College of Information Science and Technology,Gansu Agricultural University,Lanzhou, 730070,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P40-45

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8

P46-51

AI视域下创新型研究生育人模式探索——基于阶梯式可持续导师团队

张文杰:闽南师范大学计算机学院，漳州 363000
赵红:
1.闽南师范大学计算机学院，漳州 363000
2.闽南师范大学学报编辑部，漳州 363000
郑艺峰:闽南师范大学计算机学院，漳州 363000
王育齐:闽南师范大学计算机学院，漳州 363000
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P46-51
DOI号:10.12427/jcte2325-0208.20250708

Exploration on Training Mode of Innovative Postgraduates in AI Perspective——Based on a Stepped and Sustainable Tutor Team

Wenjie Zhang;School of Computer Science, Minnan Normal University, Zhangzhou 363000;
Hong Zhao;
1. School of Computer Science, Minnan Normal University, Zhangzhou 363000;
2. Editorial Department of Journal of Minnan Normal University, Zhangzhou 363000;
Yifeng Zheng;School of Computer Science, Minnan Normal University, Zhangzhou 363000;
Yuqi Wang;School of Computer Science, Minnan Normal University, Zhangzhou 363000;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P46-51

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9

P52-56

问题导向的五位一体电子信息研究生培养模式探索与实践

郑向伟:山东师范大学信息科学与工程学院，济南 250358
张明哲:山东师范大学信息科学与工程学院，济南 250358
张问银:临沂大学信息科学与工程学院，临沂 276000
于晓梅:山东师范大学信息科学与工程学院，济南 250358
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P52-56
DOI号:10.12427/jcte2325-0208.20250709

Exploration and Practice of a Problem-Oriented Five-in-One Cultivation Model for Electronic Information Postgraduates

Xiangwei Zheng;School of Information Science and Engineering Shandong Normal University,Jinan 250358,China;
Mingzhe Zhang; School of Information Science and Engineering Shandong Normal University,Jinan 250358,China;
Wenyin Zhang;School of Information Science and Engineering Linyi University Linyi 276000,China;
Xiaomei Yu;School of Information Science and Engineering Shandong Normal University,Jinan 250358,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P52-56

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10

P57-61

基于前沿研究和行业发展的人工智能安全课程创新探索

郭小丁葛强牛童王雅娣陈国强
河南大学计算机与信息工程学院（密码学院），开封 475004
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P57-61
DOI号:10.12427/jcte2325-0208.20250710

An Innovative Exploration of an Artificial Intelligence Safety Curriculum Based on Cutting-Edge Research and Industry Developments

Guo Xiaoding;Ge Qiang;Niu Tong;Wang Yadi;Chen Guoqiang
School of Computer and Information Engineering (Cryptography School) of Henan University Kaifeng, Henan 475004,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P57-61

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11

P62-66

面向创新能力培养的研究生课程计算机视觉与模式识别教学改革探索

王盛邦
1. 广州新华学院信息与智能工程学院，广州 510520；
2.中山大学计算机学院，广州 10006;
林倞:中山大学计算机学院，广州 10006;
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P62-66
DOI号:10.12427/jcte2325-0208.20250711

Graduate Course on Computer Vision and Pattern Recognition for Innovation Capability Development

Wang Shengbang;
1.School of Information and Intelligent Engineering, Guangzhou Xinhua University;
2.School of Computer Science and Engineering Sun Yat-sen University Guangzhou,China;
Lín Jiàng;School of Computer Science and Engineering Sun Yat-sen University Guangzhou,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P62-66

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12

P67-73

基于国产无人机的智能化嵌入式系统课程设计探索

赵帅李博洋陈浩然李涵陈刚黄凯
中山大学计算机学院，广州 510006
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P67-73
DOI号:10.12427/jcte2325-0208.20250712

Exploration of the Course Design of Intelligent Embedded System Based on Domestic UAV

Zhao Shuai;Li Boyang;Chen Haoran;Li Han;Chen Gang;Huang Kai
School of Computer Science and Engineering of SunYat-Sen University,Guangzhou 510006,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P67-73

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13

P74-78

人工智能赋能网络空间安全方向研究生教学改革的初探

殷红建郝银凤马宇翔
河南大学计算机与信息工程学院，开封 475004
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P74-78
DOI号:10.12427/jcte2325-0208.20250713

Preliminary Exploration of AI-Empowered Graduate Teaching Reform in Cyberspace Security

Yin Hongjian;Hao Yinfeng;Ma Yuxiang
School of Computer and Information Engineering of Henan University Kaifeng 475004,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P74-78

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14

P79-83

融合软件工程思想的Java程序设计实验教学改革与探索

吴怀广王晓金松河何亚琼王榕
郑州轻工业大学计算机科学与技术学院，郑州 450001
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P79-83
DOI号:10.12427/jcte2325-0208.20250714

Teaching Design and Practical Exploration of Cognitive Conflict-Based Python Instruction Empowered by Large Language Models (LLMs)

WU Huaiguang;WANG Xiao;JIN Songhe;HE Yaqiong;WANG Rong
School of Computer Science and Technology Zhengzhou University of Light Industry Zhengzhou 450000,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P79-83

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15

P84-89

大思政视域下计算机专业研究生科研活动与思政教育协同机制探索

陈盈毛雪纯徐盈盈赵小明
台州学院人工智能学院，台州 318000
刘潇璘：浙江大学国际教育学院，杭州 310058
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P84-89
DOI号:10.12427/jcte2325-0208.20250715

Exploration of the Collaborative Mechanism between Scientific Research Activities of Computer Science Graduate Students and Ideological-Political Education from the Perspective of Holistic Ideological-Political Education

Ying Chen;Xuechun Mao;Yingying Xu;Xiaoming Zhao
School of Artificial Intelligence Taizhou University Taizhou 318000,China;
Xiaolin Liu;International College Zhejiang University Hangzhou 310058,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P84-89

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16

P90-96

新工科背景下工程伦理教育的创新与实践

曹莹马宇翔许涛韩道军张婉君
河南大学计算机与信息工程学院，开封 475001
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P90-96
DOI号:10.12427/jcte2325-0208.20250716

Engineering Ethics Education in New Engineering: Innovation and Practice

Ying Cao;Yuxiang Ma;Tao Xu;Daojun Han;Wanjun Zhang
School of Computer and Information Engineering of Henan University, Kaifeng 475001,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P90-96

[阅览] [下载]

17

P97-101

新工科背景下的人工智能教学改革研究与实践

陈燕敏赵建伟叶敏超楼喜中
中国计量大学信息工程学院，杭州 310018
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P97-101
DOI号:10.12427/jcte2325-0208.20250717

Research and Practice of Artificial Intelligence Teaching Reform under Background of New Engineering

CHEN Yanmin;ZHAO Jianwei;YE Minchao;LOU Xizhong
College of Information Engineering of China Jiliang University Hangzhou 310018,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P97-101

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18

P102-108

软件工程研究生美育实践：以“软件产品经理”课程为例

王伟东高胜寒于学军毕敬胡晰远
北京工业大学计算机学院（国家示范性软件学院）, 北京 100124
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P102-108
DOI号:10.12427/jcte2325-0208.20250718

Exploration on Aesthetic Education Practice in Graduate Education of Software Engineering: Taking the Course“Theory and Practice of Software Product Manager”as an Example

Weidong Wang;Shenghan Gao;Xuejun Yu;Jing Bi;Xiyuan Hu
College of Computer Science of Beijing University of Technology Beijing 100124,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P102-108

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19

P109-114

生成式人工智能在计算机通识教育中的价值定位、挑战与实施路径

曹越：武汉大学国家网络安全学院，武汉 430072；
魏高达：武汉大学国家网络安全学院，武汉 430072；
林海：武汉大学国家网络安全学院，武汉 430072；
刘昕：武汉大学信息中心，武汉 430072；
王燕：北京外国语大学区域与全球治理高等研究院北京 100089；
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P109-114
DOI号:10.12427/jcte2325-0208.20250719

Construction and Reform of Advanced Network Courses: Innovation-Driven Cultivation of Cybersecurity Elites

Yue Cao;School of Cyber Science and Engineering, Wuhan University Wuhan 430072, China;
Gaoda Wei;School of Cyber Science and Engineering, Wuhan University Wuhan 430072, China;
Hai Lin;School of Cyber Science and Engineering, Wuhan University Wuhan 430072, China;
Xin Liu;Information Center, Wuhan University Wuhan 430072, China;
Yan Wang;Advanced Institute for Regional and Global Governance, Beijing Foreign Studies University Beijing 100089, China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P109-114

[阅览] [下载]

20

P115-119

生成式人工智能在计算机通识教育中的价值定位、挑战与实施路径

孙争艳陈磊陈宝国
淮南师范学院计算机学院，淮南 4232038
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P115-119
DOI号:10.12427/jcte2325-0208.20250720

The Value Orientation, Challenges and Implementation Path of Generative Artificial Intelligence in Computer General Education

Sun Zhengyan;Chen Lei;Chen Baoguo
College of Computer of Huainan Normal University Huainan 232038,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P115-119

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21

P120-126

价值意蕴·内在逻辑·路径方法：高校课程思政溶“盐”入课教学

张策：哈尔滨工业大学（威海）国际教育学院、继续教育学院，计算机学院，威海 264209
刘鹏：哈尔滨工业大学（威海）教务处，威海264209
赵雪洁：哈尔滨工业大学（威海）教务处，威海264209
吕为工：哈尔滨工业大学（威海）计算机学院，威海 264209
李剑雄：哈尔滨工业大学（威海）计算机学院，威海 264209
刘晓颖：哈尔滨工业大学（威海）计算机学院，威海 264209
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P120-126
DOI号:10.12427/jcte2325-0208.20250721

Value Implications, Internal Logic, and Pathways: Integrating Ideological and Political Education into University Courses as a Strategic Initiative

Zhang Ce;College of International Education,College of Continuing Education , School of Computer Science,Harbin Institute of Technology (Weihai), Weihai 264209,China;
Liu Peng;Academic Affairs Office, Harbin Institute of Technology (Weihai),Weihai 264209,China;
Zhao Xuejie;Academic Affairs Office, Harbin Institute of Technology (Weihai),Weihai 264209,China;
Lv Weigong;School of Computer Science, Harbin Institute of Technology (Weihai),Weihai 264209,China;
Li Jianxiong;School of Computer Science, Harbin Institute of Technology (Weihai),Weihai 264209,China;
Liu Xiaoying;School of Computer Science, Harbin Institute of Technology (Weihai),Weihai 264209,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P120-126

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22

P127-134

计算机科学与技术专业硕士学位论文选题热点与趋势研究

卢志明邓涛宁陈南汪文义
江西师范大学数字产业学院，上饶 334000
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P127-134
DOI号:10.12427/jcte2325-0208.20250722

Research on Hotspots and Trends of Master's Thesis Topics in Computer Science and Technology

Lu Zhiming;Deng Taoning;Chen Nan;Wang Wenyi
School Of Digital Industry, Jiangxi Normal University, Shangrao 334000，China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P127-134

[阅览] [下载]

23

P135-139

多元协同共治：高校应用型创新人才培养质量保障机制研究

李培:西安邮电大学计算机学院，西安 710121
白琳:陕西省网络数据分析与智能处理重点实验室，西安 710121
潘晓英:西安市大数据与智能计算重点实验室，西安 710121
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P135-139
DOI号:10.12427/jcte2325-0208.20250723

Pluralistic collaborative co-governance: Research on the Quality Guarantee Mechanism of Applied Innovative Talents Training in Colleges and Universities

Li Pei;School of Computer, Xi 'an University of Posts and Telecommunications,Xi'an 710121,China;
Bai Lin;Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing,Xi’an 710121,China;
PAN Xiao-ying;Xi'an Key Laboratory of Big Data and Intelligent Computing,Xi'an 710121,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P135-139

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24

P140-146

师范院校计算机专业研究生“双螺旋育人”科教融汇模式创新研究

季伟东孙玉刚杨建柏
哈尔滨师范大学计算机科学与信息工程学院，哈尔滨 150025
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P140-146
DOI号:10.12427/jcte2325-0208.20250724

Research on the Innovation of “Double Helix Education” Model for Science-Education Integration in Computer Science Graduate Education at Normal Universities

Weidong Ji;Yugang Sun;Jianbai Yang
School of Computer Science and Information Engineering of Harbin Normal University,Harbin 150025,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P140-146

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25

P147-152

融入思政的算法设计与分析课程教学改革探索

易燕杨爽王宗跃
集美大学计算机工程学院，厦门 361021
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P147-152
DOI号:10.12427/jcte2325-0208.20250725

Exploration of Teaching Reform in the Course of Algorithm Design and Analysis Incorporating Ideological and Political Education

YI Yan;YANG Shuang;WANG Zong-yue
Computer Engineering Institute of Jimei University Xiamen 361021,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P147-152

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26

P153-157

高校教改实践中的AI安全教学认知和探索

李永：北京工业大学计算机学院，北京 100022
孙昊：山东警察学院，济南，250200
肖征荣：中国联通研究院，北京，100176
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P153-157
DOI号:10.12427/jcte2325-0208.20250726

Understanding and Exploration of AI Teaching Security in Higher Education Reform Practice

Li Yong;College of Computer, Beijing University of Technology, Beijing,100022
Sun Hao;Shandong Police College, Jinan,250200
Xiao Zhengrong;China Unicom Research Institute, Beijing,100176
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P153-157

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27

P158-162

程序设计课程混合式教学改革与实践

罗雪梅万波王笛王义峰张淑平
西安电子科技大学计算机科学与技术学院，西安 710071
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P158-162
DOI号:10.12427/jcte2325-0208.20250727

Reform and Practice of Blended Teaching in Program Design Course

Xuemei Luo;Bo Wan;Di Wang;Yifeng Wang;Shuping Zhang
School of Computer Science and Technology of Xidian University, Xi'an 710071,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P158-162

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28

P163-168

以国产开源促进《信息安全管理》课程教学改革实践

郭燕慧邹仕洪徐国胜张熙李剑
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07月第 13 卷第 2 期，P163-168
DOI号:10.12427/jcte2325-0208.20250728

The Practice of Promoting the Teaching Reform of the "Information Security Management" Course through Domestic Open-Source Resources

Yanhui Guo;Shihong Zou;Guosheng Xu;Xi Zhang;Jian Li
School of Cyberspace Security Beijing University of Posts and Telecommunications Beijing 100876,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P163-168

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29

P169-173

基于OBE的程序设计教学及计算思维能力培养

杨陟卓：山西大学计算机与信息技术学院，太原 030006
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P169-173
DOI号:10.12427/jcte2325-0208.20250729

Programming Teaching and Training of Computational Thinking Ability Based on OBE

Zhizhuo YANG;School of Computer and Information Technology of Shanxi University Taiyuan 030006;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P169-173

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30

P174-178

基于层析分析法的离散数学课堂教学质量评价

韦铸娥：南宁学院信息工程学院，南宁 530200
林福宁：广西财经学院数学与数量经济学院，南宁 530003
《计算机技术与教育学报》，2025年07月第 13 卷第 2 期，P174-178
DOI号:10.12427/jcte2325-0208.20250730

Evaluation of Discrete Mathematics Classroom Teaching Quality Based on Analytic Hierarchy Process

Wei Zhue;College of Information Engineering Nanning University Nanning,530200,China;
Lin Funing;School of mathematics and quantitative economics Guangxi University of Finance and Economics Nanning,530003,China;
Journal of Computer Technology and Education,July 2025 Vol.13 No.2,P174-178

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