Zhao, Li; Wang, Lei (Ed.)

CIBDA 2022

3rd International Conference on Computer Information and Big Data Applications, March 25-27, 2022 in Wuhan, China

2022, 1190 pages, 140 x 124 mm, Slimlinebox, CD-Rom
ISBN 978-3-8007-5876-0, e-book: ISBN 978-3-8007-6123-4
Personal VDE Members are entitled to a 10% discount on this title

Content Foreword

CIBDA 2022 is to bring together innovative academics and industrial experts in the field of computer information and big data to a common forum. The primary goal of the conference is to promote research and developmental activities in computer information and big data and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in computer information and big data and related areas.
Li Zhao (born 1980) is a professor at Wuhan Donghu University. Her research interests include cloud computing and secure cloud.
She has solid theoretical foundation and research capabilities, with long scientific career in secure cloud and big data. She has been involved in nearly ten research projects related to university education. She was appointed as the head and completed many projects, including "Provincial Model Reform College", "Exploration and Practice of Project-driven Teaching Mode of Software Engineering", and "Jingchu Excellent Engineer". She also designed two open courses, "Database Application Technology" and "Program Design in C Language".
She has participated in the undergraduate project (software engineering) of strategic emerging (pillar) industries training program of Hubei higher education institutions, service outsourcing talent training (training) base, and innovation and practice of school-enterprise cooperation in cultivating applied computer professionals. She has published more than 10 papers, two SCI-indexed papers, and two utility model patents. She is holding two software copyrights. She has edited and co-edited eight textbooks, including Basic Computer, Program Design in C Language, and Computer Web Design. She is in charge of the youth fund project of the university and the guiding project of science and technology research program of Department of Education of Hubei Province.

Lei Wang is the Office Director at School of Computer Science, Wuhan Donghu College. He participates actively in all the work of school-enterprise cooperation.
In November 2017, he assisted in declaring two collaborative education projects of the Ministry of Education, China, including the Innovation and Entrepreneurship Education Reform Project supported by Neutech. In 2020, he declared another project – the Reform of Teaching Content and Curriculum System Based on the Background of Engineering Certification, which was also approved by the Ministry of Education, China. In 2020, the project "Reform of Teaching Content and Curriculum System Based on Engineering Certification" was approved. He has published six scientific papers, including one EI-indexed paper.
1

The Study of NER Methods Based on Bi-LSTM+CRF Model

Authors:
Xu, Aiping; Wang, Chao

2

3

4

5

Recognize Prohibition Traffic Sign Based on SVM Network and HOG Feature

Authors:
Liu, Yang; Zhong, Wei; Duan, Yu; Cao, Qi

6

7

Research named entity recognition based on Transfer Learning

Authors:
Yu, Ai-Rong; Wang, Jun; Niu, Yan-Jie; Yu, Pei-Yi

8

Classification of complex network based on improved hierarchical model

Authors:
Jing, Lichao; Jiang, Xuesong; Zhang, Weizong

9

10

11

12

Design of A Network Storage System Based on peer-to-peer Network with Supernode

Authors:
Huang, Zhi-Bai; Yang, Gang; Shen, Ze-Kai

13

Hybrid Weibo Tags and Topic Mining for User Similarity Model

Authors:
Zhang, Fang; Hang, Tianchu; Bai, Yang

14

15

16

17

Establishment and Analysis of COVID-19 Models with Isolation Measures

Authors:
Tao, Xin; Cao, Yu; Wei, Haiping

18

19

20

21

22

CSANet: Improving convolutional neural networks for CTC-based speech recognition with shrinkage attention

Authors:
Zhu, Xuechao; Gao, Lu; Hao, Bin; Yang, Lidong; Zhang, Fei

23

24

Automated Microservice Identification from Design Model

Authors:
Zhou, Xiaolong; Xiong, Jingliu

25

26

Modeling analysis of T-shaped crowd flow based on artificial neural network

Authors:
Li, Haoyang; Liu, Zhicheng; Zhou, Bingmeng

27

28

A Network Intrusion Detection Method based on K-Means

Authors:
Fang, Mingyang; Liu, Feng

29

30

Research on crop disease identification based on GoogleNet

Authors:
Chen, Cheng; Chen, Liwen; Zhu, Cheng

31

32

Discussion of the traffic flow prediction model based on the GSP algorithm

Authors:
Li, Hongxing; Zhang, Weiwei; Zhang, Weizhong

33

34

35

Fingerprint Recognition and Classification of IoT Devices Based on Z-Wave

Authors:
Cheng, Kefei; Cheng, Chuanguang; Zhang, Liang; Chen, Jinghao; Luo, Wei

36

Research on the Construction Method of Knowledge Graph

Authors:
Xia, Xudong; Yu, Ronghuan

37

38

39

Situation estimation method based on improved D-S evidence theory

Authors:
Du, Xiuli; Liang, Ting; Qiu, Shaoming; Lv, Yana; Nie, Yangang

40

Chinese named entity recognition using adversarial training and attention mechanism

Authors:
Yang, Puquan; Lu, Ting; Guo, Wenjing; Chang, Shan; Liu, Guohua; Huang, Qiubo; Wang, Bingyue

41

A hybrid neural network model for predicting charges by incorporating legal knowledge

Authors:
Jia, Qizhen; Gao, Tianhan; Zhao, Qihui; Xie, Kang

42

Research and implementation of secure access technology for distribution terminal

Authors:
Luo, Anqin; Li, Xinjun; Xiao, Xiaolong; Zhu, Keqi

43

44

Inductive Network Representation based on Neighbor Aggregation

Authors:
Xie, Jingsheng; Chen, Xi; Zhang, Yanping

45

46

A modeling method of ship resident rule based on big data platform

Authors:
Yang, Zhaozhe; Xu, Yue; Qian, Zhibo

47

Handwritten digit recognition algorithm based on DBN and improved KNN algorithm

Authors:
Sheng, Wenshun; Xu, Liujing; Gao, Yepeng; Wang, Yunhua

48

49

Improved indoor location algorithm based on Wi-Fi fingerprint and random forest

Authors:
Han, Xuefa; Han, Xuefang; Wu, Fei; Zhu, Hai

50

51

Pavement crack detection method based on deep learning

Authors:
Huang, Jian; Wu, Dandi

52

53

Research on a Rendering Method of Infrared Display

Authors:
Sun, Yong; Liu, Dawei; Feng, Yuan; Wang, Xun; Lu, Guangzhao; Zhang, Shaopan; Cao, Junqing

54

JPEG image forgery detection based on deep learning

Authors:
Cheng, Zhongqi; Shi, Huajun; Guo, Zhan

55

Practical research on classroom teaching evaluation based on face recognition

Authors:
Zhou, Huatao; Xu, Chen; Yao, Yuan; Tu, Fang

56

57

58

CUDA-based acceleration of KNN and Bayesian algorithms

Authors:
Jia, Peiyan; Chen, Huiping; Huang, Yabo

59

60

61

62

Unmanned Aerial Vehicle (UAV) Object Detection in High-Resolution Image Based on Improved YOLO v5

Authors:
Cui, Bifeng; Zhang, Yuhang; Li, Jinheng; Liu, Zhibin

63

A Novel Image Cartoonization Algorithm without Deep Learning

Authors:
Wang, Shanshan; Qi, Jiangyuan

64

65

66

67

68

69

A New Machine Learning Algorithm for Users’ Movie Recommendation

Authors:
Liu, Zhongyuan; Wang, Xuefei; Zhu, Hongzheng

70

71

Design of Imaging Radar based on Silicon Millimeter Wave Transceiver Chip

Authors:
Sun, Jia; Chen, Gang; He, Yapeng; Ma, Kaixue; Dang, Hongxing

72

Minefield Target Recognition Method Based on UWB Pulsed Electromagnetic Wave

Authors:
Liu, Shuli; Zhao, Yanming; Zhang, Jinfeng; Huang, Huaxi; Dai, Changcheng; Lu, Xiaoyu; Zhang, Yujie

73

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75

Radar Emitter Signal Recognition Based on PCA-ICS-SVM

Authors:
Wang, Zhiteng; Liu, Chang; Ji, Cunxiao; Qiu, Sheng

76

77

78

A cloud-edge collaboration messaging system for edge computing

Authors:
Wang, Gang; Luo, Tian; Gao, Chuanji; Cai, Weiwei; Jiang, Yan; Kou, Liqiang; Zhang, Donghai; Zhou, Shanbao; Suo, Jiayi; Zhang, Xinjie

79

The Research on Analyzing the Number of Signal Definitions of In-Vehicle CAN Networks

Authors:
Cheng, KeFei; Zhang, HanWen; Cui, XiaoTong; Zhang, Liang

80

A Radar Pulse Sorting Algorithm Based on Mean Shift Clustering

Authors:
Zhao, Qi; Wu, Peng; Wang, Xinlong; Luo, Xiaowu

81

Data Theft Attack Detection Method for SDN Edge Switch

Authors:
Zhao, Yang; Yi, Peng; Zhang, Zhen; Hu, Tao; Liu, Shaoxun

82

83

Image Adversarial Examples Generation Method Based on Fusion Gaussian Noise

Authors:
Duan, Jing; An, Yi; Yu, Ning; Gu, Liang; Liu, Haitao; Gong, Xin; Duan, Jie

84

Improving Small Object Detection with Attention NMS

Authors:
Wang, Lizhi; Mu, Xiaodong; Shen, Danyao

85

A Rolling Bearing Fault Detection Method Based on Heterogeneous Fusion Deep Neural Network

Authors:
Hu, Jian; Liu, Chunhui; Liang, Yu; Qu, Ran; Zhang, Qingdong; Hou, Weigang; Su, Honglu

86

A Fast Signal Bandwidth Design Method for Millimeter Wave Planet Landing Radar

Authors:
He, Yapeng; Zhang, Aijun; Dang, Hongxing

87

Mini-Resizer: A Minimalist Learnable Resizer for Image Geolocation

Authors:
Zhang, Aijun; Zheng, Shi; He, Yapeng; Tan, Xiaomin; Dang, Hongxing; Yuan, Qigang

88

Backscattering Characteristics of Millimeter Wave Landing Radar on Mars Surface

Authors:
Zhang, Aijun; Zheng, Shi; He, Yapeng; Tan, Xiaomin; Dang, Hongxing; Yuan, Qigang

89

Face expression recognition based on a two-branch convolutional neural network

Authors:
Gong, Maohang; Qiu, Yanxin; Hu, Xichuan

90

91

A novel violent video detection method based on improved C3D and transfer learning

Authors:
Liu, Guoqing; Wang, Zhiwen; Zhang, Haipeng; Guo, Xin; Wang, Yuhang; Zhang, Canlong

92

93

Muti-UAV deployment and carrier allocation algorithm for internet of things

Authors:
Sun, Jianjun; Cao, Ning; Mao, Minghe

94

95

96

Minefield Detection System Based on Unmanned Airborne UWB-GPSAR

Authors:
Zhang, Yujie; Huang, Cailun; Dai, Changcheng; Huang, Huaxi; Liu, Shuli; Zhang, Jinfeng; Lu, Xiaoyu

97

98

99

Image Feature Matching Method of Ancient Buildings in Southern Fujian Based on Image Segmentation

Authors:
Zhou, Xiaoping; Liu, Yanmin; Lian, Xiaobo; Guo, Huiting; Lee, Sangyoung

100

101

102

Analysis and Design of Garbage Classification System Based on Wechat Mini Program

Authors:
Dong, Hongyan; Zhang, Xiaozhong; Kong, Dehua; Zhang, Bo

103

104

105

Multi-objective trajectory planning of redundant manipulator based on MOSPO

Authors:
Wang, Wenli; Zhu, Yunhai; Wang, Peng; Zhao, Yongguo

106

Relation extraction based on multi-head self-attention and feature fusion

Authors:
Sun, Xueyu; Chen, Changfang; Zhang, Hongkuan; Zhu, Zhe

107

108

Application of FTA-PCR technology combined with LIMS system in food safety inspection

Authors:
Liu, Siting; Yang, Jianhui; Wu, Jiayi; Chen, Xiaoling; Sun, Weihang

109

110

111

112

113

114

115

Neurite mesh generation based on pre-processing

Authors:
Shen, Yalan; Fan, Jun

116

Application of virtual reality technology in obsessive-compulsive disorder

Authors:
Hu, Ao; Yuan, Fuqiang; Tao, Zhenzhen

117

118

119

Design and Implementation of Subculture Community Application based on Hybrid Android technology

Authors:
Yang, Gang; Huang, Zhi-Bai; Zhang, Yuanyinming; Shen, ZeKai

120

121

122

Workflow for simulating the single neuronal structure

Authors:
Fan, Jun; Shen, Yalan; Chen, Jie

123

124

Research on the Application of Virtual Reality in the Treatment of Autism

Authors:
Tao, Zhenzhen; Yuan, Fuqiang; Hu, Ao

125

126

127

128

Research on the Construction of Curriculum Knowledge Graph Based on GMM

Authors:
Ma, Xiaqing; Xu, Tao; Wang, Fengsi; Xu, Aopeng; Zhang, Zixiang

129

130

131

Application of CAID in Product Form Design of Aquaculture Vessel

Authors:
Lin, Sheng; Li, Lu; Yang, Haibo

132

133

Mesh generation of neuron cell body

Authors:
Shen, Yalan; Fan, Jun

134

135

136

137

Research on Hardware Controller of BLDC Motor Rehabilitation Robot Based on STM32

Authors:
Ning, Zhixiang; Chen, Liwen; Luo, Jian; Qi, Linfeng

138

Application of Service Robot – Research on Trust Mechanism

Authors:
Liu, Qiangqiang; Guan, Xinhua

139

Lightweight YOLOv4 Coal Gangue Detection Method Based on Embedded Platform

Authors:
Nin, Yunfeng; Wang, Jiamin; Hou, Ying

140

Early Warning System for Safe Operation of Grain Silos based on Intelligent Video Analysis

Authors:
Xu, Wenhao; Yang, Wei; Liang, Kangbo; Wu, Yibo; Yang, Weidong

141

Design and Implementation of Virtual Simulation Experiment System for Mobile Communication Based on Unity3D

Authors:
Guo, Jingping; Zhao, Dequn; Wang, Dan; Li, Shuang; Deng, Qianhua; Ye, Jiazi

142

Deep-neural Automated Essay Scoring: A Review

Authors:
Zhang, Jing; Liu, Jie

143

144

145

146

147

148

149

Generation of adversarial samples based on dynamic iterative gradient

Authors:
Yu, Ning; Duan, Jie; An, Yi; Duan, Jing; Gu, Liang; Liu, Haitao; Gong, Xin

150

151

A Multi-mode Boost equalization circuit

Authors:
Dong, Kai-Qi; Ding, Hong-Chang

152

153

Drone Swarm "Agile Suppression" Tactics

Authors:
Feng, Yuanbo; Wang, Bingqie; Li, Zheng; Xiong, Xiangming

154

Intelligent Tracking Technology of Sensitive Data Based on Tag Distribution Learning

Authors:
Zhou, Xiaoming; Yu, Hai; Yu, Pengfei; Teng, Ziyi

155

156

157

158

Research and Implementation of the Generation Method of Point Array Based on Loop and Iteration

Authors:
Chen, Ruxian; Cai, Musheng; Zhou, QiXing; Dong, Ya; Bian, Buxing; Li, Jing

159

160

161

162

Application of Big Data in Depression Screening and Early Warning

Authors:
Xu, Yuanjie; Deng, Kesui; Yao, Qiqi

163

164

165

166

Research on the architecture of energy big data operation service system and algorithm simulation based on decision tree

Authors:
Yao, Ying; Zhang, Yu; Chen, YuanYang; Tang, YuanFu; Xiao, ZhenFeng

167

Research and Design of Health diagnosis and Traceability analysis of Database system

Authors:
Ding, Xuewei; Li, Jiwei; Xu, Ji; Wang, Huaiyu; Jia, Zhen; Zhang, Xinyi; Zhang, Pan

168

Design and Prospect of Power Financial Derivatives in New Power System Based on Big Data

Authors:
Mi, Ning; Yin, Guolong; Zhang, Chao; Qiao, Ning; Zhang, Jisheng; Yang, Haiyan; Liu, Dunnan

169

Research on the design of data visualization management platform based on smart elderly care community

Authors:
Zeng, Xi; E, Zheheng; Zhang, Xinyu; Zhong, Xueye; Luo, Mingxing

170

171

172

Research on data visualization design of typhoon prevention power grid based on wind distribution map

Authors:
Zeng, Xi; Luo, Mingxing; Zhong, Xueye; Zhang, Xinyu; E, Zheheng

173

174

175

176

Research on data visualization design of poverty alleviation achievements based on echarts

Authors:
Zeng, Xi; Zhong, Xueye; E, Zheheng; Luo, Minxing; Zhang, Xinyu

177

Analysis of E-Commerce Sales Quality of Agricultural Products Based on Big Data

Authors:
Li, Li; Xu, Wenbin; Tian, Juanjuan; Wang, Mengxuan

178

179

180

181

182

Privacy-Preserving Method of Big Data Based on Federated Learning

Authors:
Xie, Haodong; Guo, Yuanbo; Fang, Chen; Chen, Minghui; Suo, Nan; Zhu, Ning

183

184

Research on data fusion method based on Federated learning

Authors:
Yuan, Jianan; Huo, Chao; Zhang, Ganghong; Gao, Jian

185

186

Knowledge distillation based on channel attention

Authors:
Meng, Xianfa; Liu, Fang

187

Quantitative Evaluation of Different Plan by Simulation Method

Authors:
Lin, Han; Chen, Guoying; Mi, Xinlei; Chen, Xudong; Wang, Ziyang

188

189

190

Analysis of key technologies in the hydrogen energy industry based on big data research

Authors:
Zhuo, Yue; Cao, Yi; Nie, Jinfeng; Huang, Yu

191

Imbalanced data In Energy Disaggregation

Authors:
Shang, Yong; Gao, Xiaoyu; Zhao, Xiaoyong

192

Fault analysis of power battery based on voltage data record of realworld fired electric vehicles

Authors:
Dong, Honglei; Fan, Jie; Wang, Junxiang; Ren, Yi; Sun, Wentao; Yuan, Ruqiang

193

Research on energy big data cleaning based on multi-source data analysis

Authors:
Chen, Ke; Wang, Jiaqi; Zhang, Chengxin; Ying, Zhangchi

194

195

196

197

Analysis and Research on students' classroom behaviour data based on LSTM

Authors:
Zhu, Lin; Niu, Wenrui; Tang, Mingwei; Zhao, Ziguo

198

A Time-frequency Analysis Method for Monitoring Aircraft Docking

Authors:
Di, Shuai; Zhang, Xuanyi; Xu, Yingchao; Wang, Hanlin; Du, Maowei; Zhang, Wenxin

199

200

201

202

Bibliometric analysis on gene editing using Bibliometrix an R Package

Authors:
Yu, Junfeng; Yu, Jiazeng; Li, Sisi; Wang, Aiping; Wang, Yan

203

204

205

Design of a real-time image edge detection system based on FPGA

Authors:
Hu, Jiangyu; Xue, Yong; Ma, Shuangbao

206

207

208

209

Software Development and Usage Instructions based on Evacuation Simulation and Passenger Flow Organization

Authors:
Mi, Xinlei; Chen, Guoying; Lin, Han; Chen, Xudong; Wang, Ziyang

210

211

212

213

A Microservice Based Architecture for Distributed Netdisk System

Authors:
Shen, Ze-Kai; Huang, Zhi-Bai; Yang, Gang

214

Research on a Resource Dynamic Management System

Authors:
Sun, Yong; Zhang, Shaopan; Wang, Di; Zhao, Jinqing; Lu, Guangzhao; Guo, Mutian; Li, Ruiying

215

216

217

218

219

A Design Method of Scenario Conversion Tool

Authors:
Sun, Yong; Zhao, Jinqing; Feng, Yuan; Xue, Jirong; Lu, Guangzhao; Wang, Di; Guo, Mutian

220

221

The Interference Suppression Strategy Based on Power Allocation

Authors:
Zheng, Ying; Xie, Jianli; Li, Cuiran

222

223

Research on the Security Protocol Under the Health Code System

Authors:
Zhou, Mingrui; Wu, Jie; Chen, Xiangyu

224

225

226

227

228

229

Integrated Health Code Management Certification System

Authors:
Cai, Ruian; Chen, Yifan

230

231

Accessibility analysis of the main historical relics of Xianzheng Street based on space syntax

Authors:
He, Minghui; Xu, Hong; Cai, Jiao; Wang, Kan; Li, Xuanhe

232

Authentication scheme of equipment management system based on lightweight block cipher algorithm

Authors:
Wang, Xiangru; Wei, Yuechuan; Chang, Lipeng; Pan, Xiaozhong

233

234

Integrated and intelligent space launch information system based on cloud native

Authors:
Zhao, Shuang; Zhai, Wenli; Niu, Shengfen

235

236

237

238

239

Application analysis of data quality verification system based on resource management platform

Authors:
Mei, Hong; Kang, Zhiwen; Li, Haiou; Liu, Yajun; Chen, Xin; Chen, Yanlei; Song, Guolin; Chao, Yuling; Jang, Wenjie; Cheng, Zhanyu; Xu, Jinpeng; Wu, Yi

240

241

Design and Realization of Simulation TestBed for Intelligent Unmanned Swarm System

Authors:
Li, Shuang; Zhao, Dequn; Ye, Jiazi; Deng, Qianhua

242

Research on Rehabilitation Glove System Based on UKF Information Fusion

Authors:
Luo, Jian; Chen, Liwen; Ning, Zhixiang; Qi, Linfeng

243

244