Proceedings of the 7th International Conference on Cyber Security and Information Engineering最新文献_第8页

Research on Self-healing Control Function of Smart Distribution Network based on Security Domain 基于安全域的智能配电网自愈控制功能研究

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3565465

Jia-le Lu, Ruifeng Zhao, Hai-cheng Liu, Haobin Li, Jin Li, Kaiyan Pan, Hongrui Zhao

引用次数: 0

Deep Graph Neural Networks for Text Classification Task 用于文本分类任务的深度图神经网络

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3565091

Yunhao Si, Yong Zhou

{"title":"Deep Graph Neural Networks for Text Classification Task","authors":"Yunhao Si, Yong Zhou","doi":"10.1145/3558819.3565091","DOIUrl":"https://doi.org/10.1145/3558819.3565091","url":null,"abstract":"Text classification is to organizing documents into predetermined categories, usually by machinery learn algorithms. It is a significant ways to organize and utilize the large amount of information that exists in unstructured text format. Text classification is an important module in text processing, and its applications are also very extensive, such as garbage filtering, news classification, part-of-speech tagging, and so on. With the continuous development of deep learning in recent years! Its applications are also very extensive, such as: garbage filtering, news classification, part-of-speech tagging, and so on. But the text also has its own characteristics. According to the characteristics of the text, the general process of text classification is: 1. Preprocessing; 2. Text representation and feature selection; 3. Construction of a classifier; 4. The task of text classification refers to classifying texts into only single or many types in TC system. Some researchers are beginning to apply deep neural networks to tasks such as the text classification we mentioned above. Although the research around the task has made great progress, the review of this task is very scarce, and there is a lack of a comprehensive review of the development of the task in recent years. Therefore, we present a survey of research in text classification to create taxonomies. Finally, it is by giving vital effects, the direction of future research, and those challenges that may counter in the research field.","PeriodicalId":373484,"journal":{"name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116541678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on Neural Network Algorithm for Road Crack Detection 道路裂纹检测的神经网络算法研究

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3565220

Yuxiang Liu, Wei She, Shuai Tan

引用次数: 0

Design of Video Advertisement Classification System under the Background of New Media 新媒体背景下视频广告分类系统设计

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3558838

Xiuping Han

引用次数: 1

Research on laser welding pressure control system based on MAC-IBA 基于MAC-IBA的激光焊接压力控制系统研究

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3565153

Keliang Zhou, Qing Qin, Doudou Lu

{"title":"Research on laser welding pressure control system based on MAC-IBA","authors":"Keliang Zhou, Qing Qin, Doudou Lu","doi":"10.1145/3558819.3565153","DOIUrl":"https://doi.org/10.1145/3558819.3565153","url":null,"abstract":"With the development of intelligent manufacturing in China, laser welding technology has entered the field of plastic welding from the initial welding in the metal field. At this stage, the domestic plastic welding technology is developing, and the requirements for the welding accuracy of the plastic shell of the reversing camera have also increased. Aiming at the problems of large inertia and hysteresis in the pressure part, this paper proposes an improved bat prediction algorithm to solve the pressure control accuracy. The optimal pressure control effect is obtained by introducing the improved bat algorithm combined with the MAC prediction algorithm to optimize the PID parameters. Combined with the experimental simulation results, it is shown that compared with the bat algorithm and the traditional PID algorithm, the improved bat prediction algorithm has better dynamic performance in pressure control, and the control pressure accuracy is high. At the same time, the disturbance test experiment is also added, and the algorithm shows strong robustness. The pressure part is better controlled, so that the welding accuracy of the reversing camera housing can be improved.","PeriodicalId":373484,"journal":{"name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132759581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

5G message access platform based on load balancing 基于负载均衡的5G报文接入平台

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3565135

Ying Tong, Xiangli Jia, Baolin Liang, Jianqiang Feng

引用次数: 0

Research and design of a new personalized recommendation system for wooden artifacts based on collaborative filtering 基于协同过滤的木质文物个性化推荐系统的研究与设计

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3565105

B. Li

引用次数: 0

Cruise Terminal Emergency Evacuation Decision Path Planning on Account of Ant Colony Algorithm 基于蚁群算法的邮轮码头应急疏散决策路径规划

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3563736

Di Cui

{"title":"Cruise Terminal Emergency Evacuation Decision Path Planning on Account of Ant Colony Algorithm","authors":"Di Cui","doi":"10.1145/3558819.3563736","DOIUrl":"https://doi.org/10.1145/3558819.3563736","url":null,"abstract":"In case of emergency, the evacuation of tourists must be improved, and the design of cruise ship should be more efficient in spatial layout, which needs to be designed on the spatial topology model and the emergency evacuation model of tourists. In this paper, FDS _ EVAC software is used to build the emergency evacuation decision-making path planning model of the cruise terminal, and then the data analysis of other factors in the algorithm model is carried out. The built-in plug-in Python is used for data analysis. The code involved in the cruise terminal automatically plans the optimal path through multiple logic 1,2,3... N, select the most appropriate and optimal path according to the actual situation of the cruise terminal, such as path N. The algorithm model adopted this time is C language, using C language to realize the whole process of the algorithm code. This paper studies the emergency evacuation decision-making path planning of cruise terminal based on ant colony algorithm, and explains the relevant content and working principle of emergency evacuation decision-making path planning of cruise terminal. The test results show that the ant colony algorithm-based emergency evacuation decision-making path planning of cruise terminals has a more efficient performance in emergency evacuation decision-making path planning of cruise terminals.","PeriodicalId":373484,"journal":{"name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131204347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Verifying Zookeeper based on Model-Based runtime Trace-Checking using TLA+ 使用TLA+验证基于模型的运行时跟踪检查的Zookeeper

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3558822

Zhi Niu, Luming Dong, Yong Zhu, Li Chen

{"title":"Verifying Zookeeper based on Model-Based runtime Trace-Checking using TLA+","authors":"Zhi Niu, Luming Dong, Yong Zhu, Li Chen","doi":"10.1145/3558819.3558822","DOIUrl":"https://doi.org/10.1145/3558819.3558822","url":null,"abstract":"Zookeeper atomic broadcast (Zab) is a atomic broadcast protocol specially designed for the distributed coordination service Zookeeper to support rout recovery. It is widely used in such scenarios as cluster management, load balancing and data publish and subscription. It is the core algorithm for ensuring Zookeeper data consistency. In this article, we design a Model-Based runtime Tracechecking system based on formal specification language TLA+ and its model checking tool TLC and use it to perform online verification against the behaviors of distributed Zookeeper cluster according to trace, which aims to monitor and check whether the actual execution of Zookeeper cluster complies with the Zab protocol specification. Firstly, stubs are added to relevant Zookeeper code modules which are synchronized with the implementation of Zab protocol state transitions to guarantee specific trace info generation and output to the target log file. Secondly, a formal model is built with TLA+ which can analyzes and specifies the state sequences info of Zookeeper cluster provided by trace, and the correctness and safety properties for this specification are also defined according to Zab protocol. A series of operators were also developed for TLC to load the trace info in history with different formats from the log files for model checking. The final experiment shows that this checking system can provide light-weighted and feasible formal method for verifying actual execution behaviors of distributed systems.","PeriodicalId":373484,"journal":{"name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","volume":"125 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132001700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on Protocol Optimization of Wireless Ad Hoc Network for Smart Container 智能容器无线自组网协议优化研究

Proceedings of the 7th International Conference on Cyber Security and Information Engineering Pub Date : 2022-09-23 DOI: 10.1145/3558819.3558832

Shibo Xu, Jing Wang, Shuhui Zhang

引用次数: 0