International Conference on Information Systems and Computer Aided Education最新文献

Student Information Management Decision System Based on Decision Tree Classification Algorithm 基于决策树分类算法的学生信息管理决策系统

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE55891.2022.9927597

Yanxia Wang

{"title":"Student Information Management Decision System Based on Decision Tree Classification Algorithm","authors":"Yanxia Wang","doi":"10.1109/ICISCAE55891.2022.9927597","DOIUrl":"https://doi.org/10.1109/ICISCAE55891.2022.9927597","url":null,"abstract":"In recent years, the school enrollment scale has expanded explosively, and massive student information data sets have brought a lot of troubles to student information management decision-making. Data mining, especially the continuous optimization of decision tree classification algorithms, can effectively manage student data. Therefore, the study of student information management decision system based on decision tree classification algorithm has practical significance. This paper calculates the decision support degree for attributes that are not easily distinguished, and optimizes the decision tree classification algorithm. This article will introduce the modules of student registration management, student status management, examination management and so on in the optimized decision tree classification algorithm application system. In order to verify the feasibility of the system, this article tested and used the basic functions of the system. The test results show that when the number of concurrent users is 100, the actual response time of the system is 0.43s; when the number of concurrent users is 600, the actual response time of the system is 1.56s, which is less than 2s, which verifies that the system functions have reached the expected use effect.","PeriodicalId":115061,"journal":{"name":"International Conference on Information Systems and Computer Aided Education","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126263300","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: 4

Research on human resource matching system based on collaborative filtering algorithm and trust propensity matching 基于协同过滤算法和信任倾向匹配的人力资源匹配系统研究

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE55891.2022.9927575

Yabin Liu

引用次数: 0

Research on UAV Air Combat Maneuver Decision-making Based on Improved Q-learning Algorithm 基于改进q -学习算法的无人机空战机动决策研究

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE55891.2022.9927683

Hong Qu, Xiaolong Wei, Chuhan Sun, Xinze Li

引用次数: 0

Research on Key Technologies of Large Data Smart Grid Based on Power Grid Operation Simulation 基于电网运行仿真的大数据智能电网关键技术研究

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE52414.2021.9590730

Hong Zhang, Wentao Mao, Ying Tang, Guorong Wang

引用次数: 0

Design of CNC Feed Servo System Based on Fuzzy PID 基于模糊PID的数控进给伺服系统设计

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE52414.2021.9590723

Jin Huang, Yamin Fang

引用次数: 0

Research on Web Data Mining Strategy Based on Cloud Computing 基于云计算的Web数据挖掘策略研究

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE52414.2021.9590644

Ronghua Chen, Beibei Yang

{"title":"Research on Web Data Mining Strategy Based on Cloud Computing","authors":"Ronghua Chen, Beibei Yang","doi":"10.1109/ICISCAE52414.2021.9590644","DOIUrl":"https://doi.org/10.1109/ICISCAE52414.2021.9590644","url":null,"abstract":"With the comprehensive development of Internet technology, web data mining technology has achieved rapid development and is widely used in various industries. Cloud computing is a new method of sharing infrastructure, which is based on open standards and services and centered on the Internet, providing safe, fast and convenient data storage and network computing services. Cloud computing has strong information storage capacity, high security and high level of data processing and analysis. As an indispensable part of storage technology, the application level of cloud computing technology has been improved, effectively ensuring the quality and efficiency of data preservation. By analyzing the characteristics of Web data mining technology in cloud computing environment, we can realize the breakthrough of cloud computing in data storage and improve the storage capacity and security. This paper analyzes the Web data mining algorithm in the cloud computing environment, improves the accuracy and effectiveness of data mining, and uses the cloud computing environment to improve the Web data mining strategy, thus laying the foundation for the healthy development of China's Internet.","PeriodicalId":115061,"journal":{"name":"International Conference on Information Systems and Computer Aided Education","volume":"6 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114110103","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 Research of Computer Machine Learning Algorithm in Anti-theft Analysis under Smart Grid 智能电网下计算机机器学习算法在防盗分析中的应用研究

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE55891.2022.9927579

Runnian Wang, Zhishang Duan, Xiangyi Ge, Jianwen Zhang

{"title":"Application Research of Computer Machine Learning Algorithm in Anti-theft Analysis under Smart Grid","authors":"Runnian Wang, Zhishang Duan, Xiangyi Ge, Jianwen Zhang","doi":"10.1109/ICISCAE55891.2022.9927579","DOIUrl":"https://doi.org/10.1109/ICISCAE55891.2022.9927579","url":null,"abstract":"Aiming at the low accuracy of traditional anti-stealing prediction methods, this paper proposes an anti-stealing prediction method based on power big data. The method constructs electricity stealing data samples according to abnormal rules, and introduces the constraint condition of line loss rate growth rate. This paper classifies the user's load data, proposes four indicators to measure the load curve, and obtains the characteristic variables. On the basis of classification, the extracted feature variables are dimensionally reduced, and local outlier factors are used to screen out users with abnormal electricity consumption. The method uses the maximum mutual information coefficient to measure the correlation between the management line loss and the specific behavior of users, and uses CFSFDP to locate abnormal electricity users, which has strong applicability and can detect many different types of electricity stealing behaviors. Finally, the algorithm is verified using the smart meter dataset, and the results demonstrate the good performance of the method.","PeriodicalId":115061,"journal":{"name":"International Conference on Information Systems and Computer Aided Education","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117142047","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 Low Voltage Does not Power Cut Operation Refined Collection of Line Loss Data in Distribution Network 配电网低压不断电运行线损数据精细化采集的研究

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE52414.2021.9590796

Jizhou Lu, J. Rao, Ran Hu, Wen Yu, Xuncan Zhu

{"title":"Research on Low Voltage Does not Power Cut Operation Refined Collection of Line Loss Data in Distribution Network","authors":"Jizhou Lu, J. Rao, Ran Hu, Wen Yu, Xuncan Zhu","doi":"10.1109/ICISCAE52414.2021.9590796","DOIUrl":"https://doi.org/10.1109/ICISCAE52414.2021.9590796","url":null,"abstract":"In recent years, the rapid development of industrialization and urbanization has led to the continuous growth of energy consumption. Economic and social development is facing severe dual constraints of resources and environment. Energy conservation and emission reduction has become an extremely urgent task at present. As a large energy consumer, the energy-saving effect of the power industry plays an important role in achieving the overall consumption reduction goal. In order to improve the reliability of power supply and ensure users' power consumption experience, uninterrupted operation technology is increasingly introduced into the operation and maintenance of distribution network. According to the actual demand of energy saving and loss reduction, this paper puts forward the research based on low voltage does not power cut operation refined collection of line loss data in distribution network. Combined with the network topology of the line, the measurement data collected by the line is extracted from the measurement automation system to calculate the line loss. The proposed method comprehensively considers the real-time comprehensiveness of data acquisition, and the calculated output results are fine and rich, which can reflect the actual loss of the line more truly.","PeriodicalId":115061,"journal":{"name":"International Conference on Information Systems and Computer Aided Education","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123632632","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

Temperature Prediction Using Gray Model Based on Data Open Platform 基于数据开放平台的灰色模型温度预测

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE52414.2021.9590782

Rui Gu, Wei Li

引用次数: 0

Research on Power Matching of Excavator's Electronically Controlled Diesel Engine and Electronically Controlled Hydraulic Pump under Different Working Conditions 不同工况下挖掘机电控柴油机与电控液压泵功率匹配研究

International Conference on Information Systems and Computer Aided Education Pub Date : 1900-01-01 DOI: 10.1109/ICISCAE52414.2021.9590803

Z. Tang

引用次数: 0