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Research on Multi-Objective Optimization System of Construction Project Management Based on K-Means Algorithm 基于k -均值算法的建设项目管理多目标优化系统研究
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00073
Zhanfeng Chen, Juan Xiang
{"title":"Research on Multi-Objective Optimization System of Construction Project Management Based on K-Means Algorithm","authors":"Zhanfeng Chen, Juan Xiang","doi":"10.1109/ACEDPI58926.2023.00073","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00073","url":null,"abstract":"The system in construction project management is constantly improving and increasing, and the traditional method is no longer applicable to the nature of construction engineering management in the current industry, and it is of great practical significance to optimize its multi-objective system. In order to realize the multi-objective system optimization of construction project management, a multi-objective optimization system of construction project management based on K-means algorithm is designed and used, and multi-objective system optimization is carried out on this basis, and the K-means algorithm provided by NET is used for calculation on the basis of the framework system system, in order to open up the research of K-means algorithm in construction project management and provide a new reference basis and practice path for the multi-objective optimization system of construction project management.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127405375","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 Artificial Intelligence Algorithm in Information Security System of International Trade Products 人工智能算法在国际贸易产品信息安全系统中的应用
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00103
Yujia Ma
{"title":"Application of Artificial Intelligence Algorithm in Information Security System of International Trade Products","authors":"Yujia Ma","doi":"10.1109/ACEDPI58926.2023.00103","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00103","url":null,"abstract":"In today’s new era society, artificial intelligence is gradually involved in international trade, attracting attention. The artificial intelligence algorithm is growing day by day, and its application field in international trade is constantly expanding, especially in the information security system of international trade products, which has greatly changed our life mode. At present, the artificial intelligence algorithm is in an auxiliary position in the information security system of international trade products. However, at present, the research on the application of artificial intelligence algorithm in the information security system of international trade products is still relatively small, so it is necessary to study the artificial intelligence algorithm and information security of international trade products. This paper introduces the general situation and future direction of artificial intelligence algorithm in international trade product information security system, analyzes the application status of artificial intelligence algorithm in the field of international trade product information security system, and finally discusses the future development trend according to the actual application status of international trade product information combined with artificial intelligence algorithm technology. By promoting the integration of artificial intelligence algorithm and information security system of international trade products, the vigorous development of international trade industry is promoted.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"61 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128014741","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 Analysis of Digital Signal Processing Technology in 5G Communication 数字信号处理技术在5G通信中的应用分析
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00097
Huichang Li
{"title":"Application Analysis of Digital Signal Processing Technology in 5G Communication","authors":"Huichang Li","doi":"10.1109/ACEDPI58926.2023.00097","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00097","url":null,"abstract":"As a core technology in the digital era, digital signal processing has been widely used in industry and communication fields in recent years. By analyzing the concept of digital signal processing, we explore the application of this technology in communication engineering, communication media and optical fiber access in the field of 5G communication, and scientifically predict the future development trend of technology. It is hoped that more people can realize the advantages and characteristics of digital signal processing technology, further expand its application scope, and realize the maximum value.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128432307","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
Security Risk Identification of Financial Accounting Software System Based on SVM 基于支持向量机的财务会计软件系统安全风险识别
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00011
Qinqin Zou
{"title":"Security Risk Identification of Financial Accounting Software System Based on SVM","authors":"Qinqin Zou","doi":"10.1109/ACEDPI58926.2023.00011","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00011","url":null,"abstract":"The application of accounting software system not only brings convenient and fast information services to human beings, but also brings many potential safety hazards because of its interactive information, resource sharing and network transmission. Learning to recognize these security risks, finding out the reasons and taking necessary preventive measures is the basic guarantee for the normal operation of the financial information system. Enterprise financial accounting information is not only the indispensable information of the capital market, but also the important information source of the government’s macro and micro management of the national economy. The authenticity of financial accounting information is its foundation and guarantee, especially important. In this paper, the framework of classification and recognition model of support vector machine (SVM) is constructed, and the risk of accounting information is identified by SVM algorithm.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124214392","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
Design of Chinese Speech Intelligibility Evaluation System Based on Machine Learning Algorithm 基于机器学习算法的汉语语音可理解度评价系统设计
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00031
Shuai Pan
{"title":"Design of Chinese Speech Intelligibility Evaluation System Based on Machine Learning Algorithm","authors":"Shuai Pan","doi":"10.1109/ACEDPI58926.2023.00031","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00031","url":null,"abstract":"With the acceleration of globalization and the popularization of computer technique, the links between different parts of the world are getting closer and closer, and the translation between different languages has become a key research topic of domestic and foreign scholars. Speech recognition is to identify the original speech signal into the corresponding text or other forms of message that can be processed by the computer. Speech recognition technique is an important research direction in the domain of artificial intelligence, which has high research value and commercial value. The method adopted in this paper is machine learning algorithm, and the deep learning technique among machine learning algorithms is selected. In this paper, the influence of high-order harmonic distortion, high frequency and mixed elements on the quality of speech signals caused by human vocal organs and speech signal acquisition equipment is studied. Windowing and framing are performed, so that the whole speech waveform will be divided into many small speech segments with overlapping 25ms, and then appropriate acoustic feature extraction algorithm is used to extract the corresponding acoustic features from the 25ms speech segments. After research, this method ameliorates the efficiency of speech recognition, which is higher than that of traditional methods.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"31 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125659061","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 Application and Development of Intelligent Video Recognition Technology in Power Transmission, Transformer and Distribution System 智能视频识别技术在输变配电系统中的应用与发展研究
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00105
Liye Wang, Yanchun Cai, Yanhong Li, Dongxu Li, Shaoyu Xie, Long Wang
{"title":"Research on Application and Development of Intelligent Video Recognition Technology in Power Transmission, Transformer and Distribution System","authors":"Liye Wang, Yanchun Cai, Yanhong Li, Dongxu Li, Shaoyu Xie, Long Wang","doi":"10.1109/ACEDPI58926.2023.00105","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00105","url":null,"abstract":"Firstly, the concept and basic research framework of video intelligent identification technology are proposed, and five common video identification technologies that may be commonly used in power transmission, transformation and distribution systems are summarized. The typical application research scenarios of video image intelligent identification technology in power transmission, transformation and distribution system are summarized from two perspectives: intelligent inspection for power grid equipment and environmental safety monitoring and intelligent inspection for personal safety monitoring. On this basis, the development problems faced by artificial intelligence and deep learning in the application of video image intelligent recognition in power transmission, transformation and distribution system are discussed, and a scientific solution is put forward for the future development.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132249619","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
Design and Application of Regional Economic Data Analysis System Based on Data Mining Model 基于数据挖掘模型的区域经济数据分析系统设计与应用
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00047
Yijun Yang
{"title":"Design and Application of Regional Economic Data Analysis System Based on Data Mining Model","authors":"Yijun Yang","doi":"10.1109/ACEDPI58926.2023.00047","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00047","url":null,"abstract":"Regional economy has spatial and geographical characteristics. This paper studies the regional economic development based on the data K-means clustering algorithm. This paper innovatively uses K-means clustering method to analyze the coordination of regional economy. At the same time, based on the characteristics of regional economy, this paper proposes to use the multi-Agents distributed data management mode to construct the data mining application framework of regional economic analysis. In this paper, the four-tier structure of the system is established through XML Web Service technology and XML format access. The system implements multiple database access agents to centrally manage data access. This paper introduces K-means clustering algorithm and expectation maximization algorithm for heterogeneous collection and data mining. The research found that the algorithm in this paper has the characteristics of high precision and strong innovation.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127640753","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: 2
An Autonomous Landing Simulation System for UAV Tracking Mobile Carriers Based on Visual Servo 基于视觉伺服的无人机跟踪移动载体自主着陆仿真系统
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00112
Qinlin Li, Mohammad Arif Bin Ilyas, N. Kamarudin
{"title":"An Autonomous Landing Simulation System for UAV Tracking Mobile Carriers Based on Visual Servo","authors":"Qinlin Li, Mohammad Arif Bin Ilyas, N. Kamarudin","doi":"10.1109/ACEDPI58926.2023.00112","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00112","url":null,"abstract":"With the development of information technology, the fields of aerospace, electronic information, navigation and positioning are constantly developing in the direction of intelligence. The UAV, as an important part of modern military equipment, has been rapidly developed and widely used, but currently UAVs are flying according to the way the vehicle is designed to be structured. However, with the development of technology, the way in which vehicle structures used to be designed, manufactured and assembled has changed considerably and is also playing an increasingly important role in different fields. The main objective of this paper is to investigate the design of a simulation system for UAV tracking and autonomous landing based on visual servoing. This paper addresses the shortcomings of the current UAV autonomous landing simulation technology and proposes a visual servo-based UAV tracking mobile carrier autonomous landing simulation system, which carries out motion simulation calculations such as motion trajectory measurement at the landing point and autonomous landing through the mobile carrier carried by the UAV autonomously. The simulation system does not affect the aircraft landing process, but also provides a new idea and method for the study of the autonomous landing mechanism of mobile carriers. The simulation system mainly consists of three basic structures: the UAV body, the mobile carrier and the visual servo; the simulation system mainly completes the autonomous landing process of the UAV carrier through two control methods: one is real-time motion control; the other is the tracking path parameter optimisation algorithm; the target attitude information is obtained for the landing simulation calculation under the two control methods. The system will provide a new way of thinking and a new method for the research of the UAV autonomous landing mechanism.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131380600","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
Human Motion Pattern Perception Algorithm Based on Heterogeneous Multiprocessor and Deep Learning 基于异构多处理器和深度学习的人体运动模式感知算法
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00111
Sanjun Qiu
{"title":"Human Motion Pattern Perception Algorithm Based on Heterogeneous Multiprocessor and Deep Learning","authors":"Sanjun Qiu","doi":"10.1109/ACEDPI58926.2023.00111","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00111","url":null,"abstract":"With the continuous progress of mankind, the level of sports is particularly important in today’s society. Mobile communication system is one of the key parts. This paper proposes a method of human biological signal processing based on heterogeneous multiprocessor and deep learning. The algorithm utilizes the characteristics of real-time, scalability and high reliability, and can adapt to the needs of users with good performance, easy to use, and can realize human-computer interactive perception. After that, this paper describes the concept of heterogeneous multiprocessor and studies the application of deep learning algorithm. In this paper, the MATLAB programming language is used to verify its effectiveness, and the simulation results prove the accuracy of this scheme. The experimental results show that the correct rate of recognition features is basically above 90%.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120941903","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
Visual Communication Design(VCD) Platform based on Digital Technology(DT) and Intelligent Algorithm 基于数字技术和智能算法的视觉传达设计(VCD)平台
2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI) Pub Date : 2023-04-01 DOI: 10.1109/ACEDPI58926.2023.00088
Yingling Xiao
{"title":"Visual Communication Design(VCD) Platform based on Digital Technology(DT) and Intelligent Algorithm","authors":"Yingling Xiao","doi":"10.1109/ACEDPI58926.2023.00088","DOIUrl":"https://doi.org/10.1109/ACEDPI58926.2023.00088","url":null,"abstract":"Under the environment of DT, VCD is also developing and making progress. The whole face of society has changed greatly. As the forefront of information transmission, VCD needs to create works that meet the needs of the times and adapt to new communication methods. This paper studies and analyzes the innovation of VCD platform based on DT intelligent algorithm, discusses DT and its application in VCD, analyzes the innovative design of VCD platform under DT, and puts forward digital intelligent algorithm; Through the comparison of the online design and the DT, the paper can convey the visual and visual impression of the users, and the results of the online design can be vivid and vivid.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120987269","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
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