2022 World Automation Congress (WAC)最新文献_第9页

Discrimination between Cynomolgus Monkey (Macaca Fascicularis) and Humans using Machine Learning and Heart Rate Variability Indices 基于机器学习和心率变异性指标的食蟹猴与人类的区分

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934434

Itaru Kaneko, Daisuke Hirahara, J. Hayano, Óscar Martínez Mozos, E. Yuda

引用次数: 0

Construction of E-commerce Service Platform under Hybrid Genetic Algorithm 基于混合遗传算法的电子商务服务平台构建

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934370

Shaohua Zhao

{"title":"Construction of E-commerce Service Platform under Hybrid Genetic Algorithm","authors":"Shaohua Zhao","doi":"10.23919/WAC55640.2022.9934370","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934370","url":null,"abstract":"In recent years, economic and information globalization, e-commerce booming, and the application and popularization of the Internet and mobile payments have accelerated the development of the e-commerce industry. People are relying more and more on the Internet for shopping, and all kinds of shopping needs can basically be met online. For e-commerce companies, the construction of e-commerce service platforms can help promote the improvement of corporate economic benefits; for users, it is greatly satisfy their shopping needs. Based on this, the purpose of this paper is to study the construction of e-commerce service platform under hybrid genetic algorithm. This article first conducts a system analysis, expounds the design of an e-commerce service platform based on hybrid genetic algorithm, and clarifies the overall design framework and specific functional modules of the e-commerce service platform. Finally, this article has carried on the performance and the function test to the system. The test results show that the average response time of system login is less than 2 seconds when there are more than 10 to 1500 users concurrently; when more than 10 to 2000 users are concurrently, the business data declaration time is less than 4 seconds. It can be seen that the system has good performance.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123765353","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 color enhancement method of planar image in interactive interface of mobile intelligent device 移动智能设备交互界面中平面图像的色彩增强方法研究

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934494

Wang Dawei, Meng Xiaomeng

引用次数: 0

Difference between Artificial Intelligence of the Internet of Things and the Traditional Internet 物联网人工智能与传统互联网的区别

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934002

Yong Zhu, Lang Liu

{"title":"Difference between Artificial Intelligence of the Internet of Things and the Traditional Internet","authors":"Yong Zhu, Lang Liu","doi":"10.23919/WAC55640.2022.9934002","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934002","url":null,"abstract":"From the birth of the Internet to the present, research on the Internet has been going on. Especially development with the integration of new technologies such as Artificial Intelligence (AI), big data, and the Internet of Things (IoT), with the Internet, people are paying more and more attention to the Internet, and the research on the differences between the IoT AI and the traditional Internet is also becoming more and more intense. The purpose of this article is to study the difference between the AI of the IoT and the traditional Internet. This article first summarizes the differences between the IoT AI and the traditional Internet, and then designs the IoT AI architecture system based on the BP neural network, and gives a detailed description of each layer in the architecture. This article introduces the hardware and software environment for deploying the AI system architecture of the IoT, and verifies the usability of the proposed architecture through performance tests. Through the average response time test of the cloud computing layer deployed with single and dual server load balancing, the data shows that when the number of concurrent clients is 1, the single server response time is 18.4ms, and the dual server response time is 17.2ms. When the number is 900, the single server response time is 573.6ms, and the dual server response time is 237.7ms. It can be seen that as the number of concurrent threads increases, the response time of the server is also longer. Moreover, under the condition of equal concurrent threads, the response time of two servers is shorter than that of the cloud computing layer deployed by a single server.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"17 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125715409","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

Construction of Human Geographical Data Statistics and Historical and Cultural Heritage Protection System Based on Data Mining 基于数据挖掘的人文地理数据统计与历史文化遗产保护系统构建

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934265

Yuqing Chen

{"title":"Construction of Human Geographical Data Statistics and Historical and Cultural Heritage Protection System Based on Data Mining","authors":"Yuqing Chen","doi":"10.23919/WAC55640.2022.9934265","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934265","url":null,"abstract":"In recent years, with the progress and rapid development of digital information technology in our country, the preservation and inheritance of historical and cultural heritage has also been more and more integrated, and it has become a more ideal way. This article aims to study the construction of human geography data statistics and historical and cultural heritage protection system based on data mining. Based on the analysis of the research characteristics of human geography data, the characteristics of historical and cultural heritage, the process of data mining, the analysis of system requirements and the design of data mining algorithms, the historical and cultural heritage. The protection system was designed, and finally the functional modules of the system were tested. The test results show that during the testing process of the historical and cultural heritage protection system, the functions checked are all operating normally. The system has a friendly interface, simple operation, easy to use and maintain, and provides detailed user documents. The system efficiency is in line with the design documents.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126673207","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

Behavior Analysis of Constrained Multiobjective Evolutionary Algorithms using Scalable Constrained Multi-Modal Distance Minimization Problems 基于可伸缩约束多模态距离最小化问题的约束多目标进化算法行为分析

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934365

Maaya Yano, Naoki Masuyama, Y. Nojima

引用次数: 0

Biochemical Sensing Technology Based on Deep Neural Network Algorithm 基于深度神经网络算法的生化传感技术

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934415

Ying Zhou

{"title":"Biochemical Sensing Technology Based on Deep Neural Network Algorithm","authors":"Ying Zhou","doi":"10.23919/WAC55640.2022.9934415","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934415","url":null,"abstract":"As a new type of technology, biochemical sensing technology has received great attention from scientific researchers. It is mainly used to develop artificial intelligence sensing equipment. The use of deep neural network algorithms to assist research and development can improve the speed and accuracy of data processing. By constructing a deep neural network model, it is possible to improve the data fitting ability in biochemical sensing equipment and reduce the cost of research and development. This article investigates the current situation of users using biochemical sensing equipment, and the results of the investigation are as follows: Users who know about biochemical sensing equipment account for 51.01% of the total number of people, and users who have never heard of biochemical sensing equipment are only 6.57%; doctors and scientific researchers use more biochemical sensing equipment, accounting for 36% and 34% of the total, respectively. The least users are workers, indicating that the educational level has certain limitations on the popularization of new technologies; among the common biochemical sensing equipment, there are 65 users who know the food composition analyzer and 78 users who know the enzyme electrode sensor, indicating that the two major concerns of users are medical health and food safety.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129375755","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

Application of Big Data Technology in Information Security 大数据技术在信息安全中的应用

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934346

Qiuyan Tian, Huayan Jiang

{"title":"Application of Big Data Technology in Information Security","authors":"Qiuyan Tian, Huayan Jiang","doi":"10.23919/WAC55640.2022.9934346","DOIUrl":"https://doi.org/10.23919/WAC55640.2022.9934346","url":null,"abstract":"With the rapid development of science, technology and social economy, China has stepped into the information age, and \"big data\" has been transformed from an abstract conceptual vocabulary into something that has deep penetration in all fields of economy and society, has brought enormous commercial value and impetus for change to all walks of life, apps such as Taobao, jd.com, alipay, Didi Dache and Sina Weibo, which are based on big data technology, have brought convenience to people's lives and great opportunities for business development. However, it must be noted that today, with the continuous development of informatization and big data, public information security issues arising with the development of the Internet have become more prominent, and more and more high-value and sensitive documents and materials rely on the Internet for their dissemination, once the computer network security problems caused by data leakage, will bring serious economic losses to users and enterprises, and even to public interests and national security, causing incalculable losses. Therefore, how to apply the big data technology to the public information security maintenance, make the information storage, application and transmission more secure and reliable, and promote the enterprise value-added and benefit-added becomes the key problem that the big data development needs to face.","PeriodicalId":339737,"journal":{"name":"2022 World Automation Congress (WAC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129653225","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

Risk Decision Evaluation of Mine Gas Explosion Emergency Rescue Based on Vague Set 基于模糊集的矿井瓦斯爆炸应急救援风险决策评价

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934458

Bo Fang

引用次数: 0

Pediatric Brain CT Image Segmentation Methods for Effective Age Prediction Models 儿童脑CT图像分割方法的有效年龄预测模型

2022 World Automation Congress (WAC) Pub Date : 2022-10-11 DOI: 10.23919/WAC55640.2022.9934508

Ren Morita, Saya Ando, Daisuke Fujita, Shoichiro Ishikawa, Koji Onoue, K. Ando, R. Ishikura, Syoji Kobashi

引用次数: 0