计算机技术与教育学报

出版列表

计算机技术与教育学报

Journal of Computer Technology and Education

2022年8月第 10 卷第 2 期

August 2022 Vol.10 No.2

[封面] [编委会] [目录]

1

P1-5

基于深度学习的水果种类识别技术研究

宁政广西大学计算机与电子信息学院，南宁，530004
李陶深广西大学计算机与电子信息学院，南宁，530004
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P1-5
DOI号：10.12427/jcte2325-0208.2022.02.01

Research on Fruit Species Recognition Technology Based on Deep learning

Ning Zheng; School of Computer, Electronics & Information,Guangxi University,Nanning 530004,China
Li Taoshen; School of Computer, Electronics & Information,Guangxi University,Nanning 530004,China;tshli@gxu.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P1-5

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2

P6-13

动态蛋白质相互作用网络中基于GPU矩阵乘的马尔可夫聚类研究

张锦雄广西大学计算机与电子信息学院;广西高校并行与分布式技术重点实验室，南宁，530004
李陶深广西大学计算机与电子信息学院;广西高校并行与分布式技术重点实验室，南宁，530004
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P6-13
DOI号：10.12427/jcte2325-0208.2022.02.02

Study on A GPU Matrix Multiplication-based Markov Clustering in Dynamic Protein Interaction Networks

Zhang Jin Xiong;
1、School of Computer, Electronics & Information Guangxi University,Nanning 530004;zhangjx@gxu.edu.cn
2、Guangxi Colleges and Universities Key Laboratory of Parallel and Distributed Computing Nanning 530004;
Li Tao Shen;
1、School of Computer, Electronics & Information Guangxi University,Nanning 530004;tshli@gxu.edu.cn
2、Guangxi Colleges and Universities Key Laboratory of Parallel and Distributed Computing Nanning 530004;
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P6-13

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3

P14-20

基于大数据技术的电商用户画像可视化设计

曾德真南宁学院人工智能学院，南宁，530200
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P14-20
DOI号：10.12427/jcte2325-0208.2022.02.03

Design E-commerce User Portrait Visualization Based on Big Data Technology

Zeng Dezhen; School of Artificial Intelligence Nanjing University;Nanning 530200, China;984374899@qq.com
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P14-20

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4

P21-26

基于EfficientNet的异常驾驶行为识别方法

刘兰华  南宁学院人工智能学院，南宁，530200
蓝凡立  广西民族大学数学与物理学院, 南宁，530005
梁国际  南宁学院人工智能学院，南宁，530200
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P21-26
DOI号：10.12427/jcte2325-0208.2022.02.04

Identification Method of Abnormal Driving Behavior Based On EfficientNet

Liu LanHua;  School of Artificial Intelligence Nanjing University Nanning 530200, China; lhliu5@iflytek.com;
Lan Fanli;  School of Mathematics and Physics Guangxi University for Nationalities Nanning 530005, China;Lanfanli_gxun@163.com
Liang Guoji;  School of Artificial Intelligence Nanjing University Nanning 530200, China; gjliang@iflytek.com
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P21-26

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5

P27-31

智慧校园建设研究与探索

刘翔行联合李国一许露
广州东华职业学院，广州，510540
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P27-31
DOI号：10.12427/jcte2325-0208.2022.02.05

Exploration and Research on Smart Campus Construction

Liu xiang  Guangzhou Donghua Vocational Institution Guangzhou Donghua Vocational Institution,Guangzhou 510540;123171088@qq.com
Xing lianhe;  Guangzhou Donghua Vocational Institution Guangzhou Donghua Vocational Institution,Guangzhou 510540;603393376@qq.com
Li guoyi;  Guangzhou Donghua Vocational Institution Guangzhou Donghua Vocational Institution,Guangzhou 510540;21268988@163.com
Xu lu;  Guangzhou Donghua Vocational Institution Guangzhou Donghua Vocational Institution,Guangzhou 510540;525916115@163.com
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P27-31

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6

P32-35

大类招生培养模式下机器学习课程教学改革思路探究

张宁李学强陶铭
东莞理工学院计算机科学与技术学院，东莞 523808
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P32-35
DOI号：10.12427/jcte2325-0208.2022.02.06

Exploration on Teaching Reform of Machine Learning in the Context of Classified Enrollment

Ning Zhang;  School of Computer Science and Technology Dongguan University of Technology,Dongguan 523808, China;zhangning@dgut.edu.cn
Xueqiang Li;  School of Computer Science and Technology Dongguan University of Technology,Dongguan 523808, China;lixq@dgut.edu.cn
Ming Tao;  School of Computer Science and Technology Dongguan University of Technology,Dongguan 523808, China;taoming6723@126.com
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P32-35

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7

P36-39

高职计算机基础课程产教协同育人教学改革研究

余波惠州城市职业学院信息学院，惠州，516001
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P36-39
DOI号：10.12427/jcte2325-0208.2022.02.07

Research on the Teaching Reformation of Cooperative Education of Enterprise & Education in Computer Basic Course in Vocational College

YU Bo; City College Of HuiZhou School Of Information Science,HuiZhou,516001,China;yubo@tm.hzc.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P36-39

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8

P40-44

面向工业 4.0 的CPS多学科交叉融合课程教学改革与探索

张广泉苏州大学计算机科学与技术学院，苏州，215006
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P40-44
DOI号：10.12427/jcte2325-0208.2022.02.08

Teaching Reform and Exploration of CPS Multidisciplinary Interdisciplinary Course for Industry 4.0

ZHANG Guangquan; School of Computer Science and Technology, Soochow University, Suzhou 215000, China;gqzhang@suda.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P40-44

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9

P45-49

计算机类专业“高等数学”教学改革研究

韩先君安徽大学计算机科学与技术学院，合肥，230031
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P45-49
DOI号：10.12427/jcte2325-0208.2022.02.09

Study of Reform in "Advanced Mathematics" Education for Computer Majors

Xianjun Han; School of Computer Science & Technology Anhui University Hefei 230031, China;hxj@ahu.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P45-49

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10

P50-53

面向新工科的信息安全数学基础课程教学探索

郑培嘉卢伟中山大学计算机学院，广州, 510006
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P50-53
DOI号：10.12427/jcte2325-0208.2022.02.10

Teaching Exploration of Mathematics Foundations of Information Security for Emerging Engineering

Peijia Zheng; Guangdong Key Laboratory of Information Security Technology Sun Yat-Sen University Guangzhou 510006, China;zhpj@mail.sysu.edu.cn
Lu Wei; Guangdong Key Laboratory of Information Security Technology Sun Yat-Sen University Guangzhou 510006, China;luwei3@mail.sysu.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P50-53

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11

P54-57

计算机类专业信号与系统课程教学探索

戴智明中山大学计算机学院，广州，510006
郑慧诚中山大学计算机学院，广州，510006
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P54-57
DOI号：10.12427/jcte2325-0208.2022.02.11

Thoughts on Teaching of Signals and Systems for Computer Science

Zhiming Dai; School of Information Science and Technology Sun Yat-sen University Guangzhou 510006, China;daizhim@mail.sysu.edu.cn
Huicheng Zheng; School of Information Science and Technology Sun Yat-sen University Guangzhou 510006, China;zhenghch@mail.sysu.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P54-57

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12

P58-61

面向“新工科”人才培养的大学计算机专业课程教学改革与实践——以“AIoT系统设计”

周爱民  华东师范大学计算机科学与技术学院，上海，200062
沈建华  华东师范大学计算机科学与技术学院，上海，200062
邵非  华东师范大学计算机科学与技术学院，上海，200062
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P58-61
DOI号：10.12427/jcte2325-0208.2022.02.12

Teaching reform and Practice of College Computer Major Courses for the Training of "New Engineering" Talents——Takeing "AIoT system design" Course as an Example

ZHOU Aimin;  College of Computer Science and Technology East China Normal University Shanghai, 200062, China;amzhou@cs.ecnu.edu.cn
SHEN Jianhua;  College of Computer Science and Technology East China Normal University Shanghai, 200062, China;jhshen@cs.ecnu.edu.cn
SHAO Fei;  College of Computer Science and Technology East China Normal University Shanghai, 200062, China;fshao@cs.ecnu.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P58-61

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13

P62-65

工程教育认证背景下计算机一流专业建设的路径研究

李鑫  吉林大学原子与分子物理研究所 130012;吉林大学计算机科学与技术学院 130012
齐红  吉林大学计算机科学与技术学院 130012
张馨予  吉林大学原子与分子物理研究所 130012
李烁  吉林大学研究生工作部 130012
姜宇  吉林大学计算机科学与技术学院 130012
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P62-65
DOI号：10.12427/jcte2325-0208.2022.02.13

Research on the Path of First-class Computer Major Construction under the Background of Engineering Education Certification

Li Xin;  Institute of Atomic and Molecular Physics, Jilin University,Changchun, 130012;College of Computer Science and Technology, Jilin University,Changchun, 130012
Qi Hong;  College of Computer Science and Technology, Jilin University,Changchun, 130012
Zhang Xinyu;  Institute of Atomic and Molecular Physics, Jilin University,Changchun, 130012
Li Shuo;  Graduate Work Department, Jilin University,Changchun, 130012
Jiang Yu  College of Computer Science and Technology, Jilin University,Changchun, 130012
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P62-65

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14

P66-69

大数据科学与技术专业课程群育人探索与实践

张明慧上海杉达学院信息科学与技术学院，上海，201209
郭欣上海杉达学院信息科学与技术学院，上海，201209
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P66-69
DOI号：10.12427/jcte2325-0208.2022.02.14

Big Data Science and Technology Professional Course Group Education Exploration and Practice

Minghui Zhang; School of Information Science and Technology Sanda University, Shanghai,201209, China;minghuizhang@sandau.edu.cn
Xin Guo; School of Information Science and Technology Sanda University, Shanghai,201209, China;guoxin@sandau.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P66-69

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15

P70-74

软件技术专业群建设研究与探索

刘翔广州软件学院，广州，510990
李国一广州东华职业学院，广州，510540
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P70-74
DOI号：10.12427/jcte2325-0208.2022.02.15

Research and Exploration of Software Technology Specialty Group Construction

Liu xiang; Software Engineering Institute of Guangzhou Department of Computer, Guangzhou 510990, China; 123171088@qq.com
Li Guoyi; Guangzhou Donghua Vocational Institution Institution of Information Engineering Guangzhou 510540, China;21268988@qq.com
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P70-74

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16

P75-78

高校“线上线下混合式教学模式”的探索与实践

柏琪  安徽信息工程学院计算机与软件工程学院，安徽芜湖,241000
许睿婧  安徽信息工程学院计算机与软件工程学院，安徽芜湖,241000
佘星星  安徽信息工程学院计算机与软件工程学院，安徽芜湖,241000
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P75-78
DOI号：10.12427/jcte2325-0208.2022.02.16

The Exploration and Practice of "Online and Offline Mixed Teaching Mode" in Colleges and Universities

Bai Qi、Xu Ruijing、She Xingxing;
School of Computer and Software Engineering Anhui Institute of Information Technology,Wuhu, Anhui 241000, China;
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P75-78

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17

P79-82

工程教育认证背景下《单片机原理与应用》课程思政初探

刘雪花广州软件学院计算机系，广州，510990
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P79-82
DOI号：10.12427/jcte2325-0208.2022.02.17

On the Ideological and Political of the Course "principle and Application of Single Chip Microcomputer " Under the Background of Engineering Education Certification

LIU Xuehua; Software Engineering Institute of Guangzhou ,Guangzhou 510990, China;326473263@qq.com
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P79-82

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18

P83-87

高职院校人工智能与信息技术应用公共课的互动式思政教学探索与实践

汤佳梅深圳职业技术学院人工智能学院，深圳，518055
周晓宏深圳职业技术学院人工智能学院，深圳，518055
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P83-87
DOI号：10.12427/jcte2325-0208.2022.02.18

Exploration and Practice of Interactive Political Education in Basic Course on Artificial Intelligence and Information Technology Applications in Higher Vocational Colleges

Jiamei Tang; College of Artificial Intelligence Shenzhen Polytechnic,Shenzhen 518055, China;tangjiamei@szpt.edu.cn
Xiaohong Zhou; College of Artificial Intelligence Shenzhen Polytechnic,Shenzhen 518055, China;zhouxh@szpt.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P83-87

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19

P88-91

基于案例的软件项目管理研究生课程思政教学探究

刘钊  中山大学计算机学院,广州,510006；广州中爆数字信息科技股份有限公司，广州 510663
林倞  中山大学计算机学院,广州,510006
毛明志  中山大学计算机学院,广州,510006;中山大学软件工程学院，珠海，519082
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P88-91
DOI号：10.12427/jcte2325-0208.2022.02.19

Case Based Ideological and Political Education for Software Project Management Graduate Course Research

Liu zhao;  School of Computer Science and Engineering,Sun Yat sen University, Guangzhou, 510006,China; Guangzhou China-blasting Digital Information Technology Co.,Ltd. Guangzhou, 510663;China;nyjava@126.com
Lin Liang;  School of Computer Science and Engineering,Sun Yat sen University, Guangzhou, 510006,China;linlng@mail.sysu.edu.cn
Mao Mingzhi;  School of Computer Science and Engineering,Sun Yat sen University, 510006; School of Software Engineering, Sun Yat-sen University, Zhuhai 519082 ,China;mcsmmz@mail.sysu.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P88-91

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20

P92-96

“互联网+”在党史学习教育中的实践探索

秦丽华中农业大学信息学院武汉，430070
《计算机技术与教育学报》，2022年08月第 10 卷第 2 期，P92-96
DOI号：10.12427/jcte2325-0208.2022.02.20

Practice and Exploration of "Internet +" in the CCP History Education

Qin Li; College of Informatics Huazhong Agricultural University WuHan 430070, China;qinli@mail.hzau.edu.cn
Journal of Computer Technology and Education,August 2022 Vol.10 No.2,P92-96

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