2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)最新文献_第8页

Research on Automatic Evaluation System of Intelligent Environmental Landscape Elements Based On Fuzzy Clustering Algorithm 基于模糊聚类算法的智能环境景观要素自动评价系统研究

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060008

Guixiang Zhu

{"title":"Research on Automatic Evaluation System of Intelligent Environmental Landscape Elements Based On Fuzzy Clustering Algorithm","authors":"Guixiang Zhu","doi":"10.1109/ICKECS56523.2022.10060008","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060008","url":null,"abstract":"With China's economic prosperity and the approaching of building a well-off society in an all-round way, the degree of prosperity of environmental construction is constantly improving. In addition to the challenges of economic construction such as increasing residents' income, ensuring and improving environmental sustainable development, creating human settlements and ecological villages is also a strategy of intelligent landscape reconstruction. Based on the relevant concepts of fuzzy clustering algorithm, this paper simulates and analyzes the intelligent human settlement environment impact assessment system, and draws the conclusion that fuzzy clustering algorithm has good performance in the assessment system, and analyzes the influencing factors of intelligent human settlement environment. And through fuzzy clustering algorithm to optimize the construction of factor impact evaluation system. This paper aims to promote the improvement and optimization of the impact assessment system of human settlements. The purpose of the thesis is to promote the improvement and optimization of the evaluation system for the impact of rural living environment elements.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"194 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131924369","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

Simulation Analysis of Hydraulic Synchronous Upside Down Hoisting Crossing Device for Transmission Line Based on Artificial Intelligence 基于人工智能的传输线液压同步倒立提升穿越装置仿真分析

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060449

Jiang Wu, Haijun Shen, Tianze Liu, Jinmu Cai, Fuping Duan, Pingguo Dong

{"title":"Simulation Analysis of Hydraulic Synchronous Upside Down Hoisting Crossing Device for Transmission Line Based on Artificial Intelligence","authors":"Jiang Wu, Haijun Shen, Tianze Liu, Jinmu Cai, Fuping Duan, Pingguo Dong","doi":"10.1109/ICKECS56523.2022.10060449","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060449","url":null,"abstract":"With economic development and scientific and technological progress, industrial and agricultural production and household power consumption have increased year by year, and power grid construction has also achieved unprecedented development. The continuous improvement of transmission line capacity and voltage level also leads to the gradual increase of new lines crossing existing lines in practical projects. In this paper, based on the hydraulic synchronous inverted hoisting crossing device of transmission line based on artificial intelligence, the basic requirements of hydraulic hoist and joint simulation and transmission line route selection are discussed; During the simulation, the deviation of the hydraulic transmission line is always increased by [- 19.5] in the area of [−46] in the simulation test, according to the variation of the hydraulic transmission line speed in the area of [- 19.5]. In this paper, according to the general situation, the fuzzy universe of E and EC is defined as [- 6,6].","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"16 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133376614","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: 1

Knowledge Expansion Algorithm of Heterogeneous Network Big Data Based on Improved K-means Algorithm 基于改进K-means算法的异构网络大数据知识扩展算法

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060043

Yang Wang

{"title":"Knowledge Expansion Algorithm of Heterogeneous Network Big Data Based on Improved K-means Algorithm","authors":"Yang Wang","doi":"10.1109/ICKECS56523.2022.10060043","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060043","url":null,"abstract":"In recent years, with the rapid progress of wireless communication technology and various intelligent terminal technologies, all kinds of business requirements have shown explosive growth. The high quality of service requirements of diversified services and large-scale network capacity problems have become major challenges that wireless networks will face. In order to meet the business needs of different users, rational NP is the most effective and economic method to improve the system capacity. However, how to achieve higher network throughput at a lower cost is a very important research topic. The main purpose of this paper is to study the knowledge expansion algorithm of heterogeneous network (HN) big data based on the improved K-means algorithm (IKA). This paper will focus on wireless network technology, NP and other related content. In addition, this paper will describe the relevant theories of big data technology for NP. This paper proposes a BS clustering scheme that can be applied to ultra-dense network scenarios. By using the proposed clustering algorithm, small cell BSIUDN can be effectively clustered, which greatly simplifies the network topology and facilitates the management of BS. At the same time, orthogonal time-frequency resource blocks are allocated within the cluster to reduce system interference to a certain extent. The simulation results show that the proposed KCA based on the improved WD can effectively cluster the small cell BS in the ultra-dense network.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133079167","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

Power Control System in Electrical Automation Equipment based on Immune Feedback Algorithm 基于免疫反馈算法的电气自动化设备功率控制系统

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060163

Renle Gong

引用次数: 0

An Adaptive Approach for defect Prediction using Dynamic Classifiers Selection 基于动态分类器选择的自适应缺陷预测方法

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10059946

Ashutosh Upadhyay, Sushant Kumar Pandey, A. Tripathi

{"title":"An Adaptive Approach for defect Prediction using Dynamic Classifiers Selection","authors":"Ashutosh Upadhyay, Sushant Kumar Pandey, A. Tripathi","doi":"10.1109/ICKECS56523.2022.10059946","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10059946","url":null,"abstract":"Software Defect Prediction (SDP) approaches use learning methods to classify classes/module/files into the defective or non-defective or provide the possibility that a class can show faulty behaviors in the future. Since there are several classifiers that can give optimal results using ensemble learning methods, they are developed to estimate the defect-proneness of a class by combining prediction outcomes obtained from different classifiers. We are employing an ensemble learning technique and building an adaptive approach for performing bug prediction by dynamically selecting one classifier from a set of machine learning classifiers, that predicts if a class is bug prone or not based on characteristics of static software metrics captured for class. We are proposing a new Adaptive Approach for Bug Prediction using Dynamically Classifier Selection (ADCS) which dynamically selects the best base learning that better predicts bug-proneness of a class based on characteristics of the class. We have used datasets obtained from the PROMISE repository (developed by NASA) for 30 Software system. Our results indicates that ADCS perform better compared to 5 different classifiers which are used to predict bug-proneness independently and when Validation and Voting (VV) ensemble technique used to combine classifiers output with majority voting. We found that the ADCS outperforms in 26 projects and avoids class imbalance and overfitting problems.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127671205","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

User's Perception on Security and Privacy in Using Crypto Currency Trading Application in India 印度用户在使用加密货币交易应用程序时对安全和隐私的看法

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060666

Gourav Vakare, Dipanshu Rautela, Hemraj Shobharam Lamkuche

{"title":"User's Perception on Security and Privacy in Using Crypto Currency Trading Application in India","authors":"Gourav Vakare, Dipanshu Rautela, Hemraj Shobharam Lamkuche","doi":"10.1109/ICKECS56523.2022.10060666","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060666","url":null,"abstract":"Crypto trading has grown at an unprecedented rate since the introduction of crypto trading mobile applications. Wallets, which are mobile applications, are frequently used to facilitate user interaction with cryptocurrencies. Attackers are interested in these wallets because of their perceived real-world value. This article examines the security and privacy profiles of the top six cryptocurrency trading mobile apps in India, focusing on understanding user perceptions of cryptocurrency trading apps and their impact on usability, privacy, and security. Unlike regulated financial services and cryptocurrency applications, wallets are exempt from the same stringent security requirements. The author in this paper can infer that there are just a few mobile-based crypto trading applications from this research of all mobile-based crypto trading applications using different penetration testing techniques. Author check these applications for OWASP-defined common vulnerabilities and discover the connections between various security and privacy concerns as well as how varying threat perceptions affect user security behaviors. The paper also examines how mobile applications may affect user privacy.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121381836","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

Interactive Method Between Distributed Electric Hydrogen Coupling System and Distribution Network 分布式电氢耦合系统与配电网的交互方法

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060256

Caixia Tan, He Wang, Junyao Shen, Leiqi Zhang, Xiaming Ye, Z. Tan, V. S. Kumar

{"title":"Interactive Method Between Distributed Electric Hydrogen Coupling System and Distribution Network","authors":"Caixia Tan, He Wang, Junyao Shen, Leiqi Zhang, Xiaming Ye, Z. Tan, V. S. Kumar","doi":"10.1109/ICKECS56523.2022.10060256","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060256","url":null,"abstract":"Under the “double-carbon” goal, clean energy production is an important way to achieve the “double-carbon” goal. According to this, the large-scale development of wind power generation and photovoltaic power generation has an impact on the distribution network. How to reduce this impact through the interaction between the distributed electric-hydrogen coupling system and the distribution network has become an important research point. In this paper, the interaction method between distributed electric-hydrogen coupling system and distribution network is studied. Firstly, the influence of renewable energy on distribution network is analyzed qualitatively. Then, the interactive architecture of distributed electric-hydrogen coupling system and distribution network is designed, and two interactive mechanisms of distributed electric-hydrogen coupling system and distribution network, namely peak shaving auxiliary service and electric energy service, are proposed. Finally, an example of a distributed electricity hydrogen coupling system and distribution network is used to verify the effectiveness and rationality of the interaction mechanism.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121466203","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

Comprehensive Evaluation System for the Investment Benefits of Distribution Network Engineering Based on Analytic Hierarchy Process 基于层次分析法的配电网工程投资效益综合评价体系

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060353

Xiang Gao, Hui Wang, Ying Yang, Xueyan Li

{"title":"Comprehensive Evaluation System for the Investment Benefits of Distribution Network Engineering Based on Analytic Hierarchy Process","authors":"Xiang Gao, Hui Wang, Ying Yang, Xueyan Li","doi":"10.1109/ICKECS56523.2022.10060353","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060353","url":null,"abstract":"Traditional distribution network project investment mostly focuses on the necessity, feasibility and urgency of the project to make decisions, and there is no clear set of standards for specific investment allocation, and there is rarely a system of evaluation indicators for investment efficiency. Aiming at this problem, this paper establishes the evaluation index system and comprehensive evaluation model of the investment efficiency of distribution network engineering from multiple dimensions, incorporates the investment benefit of distribution network projects into the evaluation index system, and conducts empirical research based on the distribution network project of 71 county companies in Anhui Province of the State Grid as an example, verifies the practicality of the index system and evaluation model, and proves that the comprehensive evaluation system for the investment benefits of distribution network engineering based on analytic hierarchy process established in this paper is of great significance for improving the investment efficiency of distribution network engineering and promoting the effectiveness of investment decision-making.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"209 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128804490","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 Mass Cultural and Sports Activity Knowledge Graph based on the Fusion of MultiSource Data 基于多源数据融合的大众文体活动知识图谱构建

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060175

Huanliang Sun, Yumeng Ma, Junling Liu

{"title":"Construction of Mass Cultural and Sports Activity Knowledge Graph based on the Fusion of MultiSource Data","authors":"Huanliang Sun, Yumeng Ma, Junling Liu","doi":"10.1109/ICKECS56523.2022.10060175","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060175","url":null,"abstract":"With the advent of the era of big data, people are increasingly demanding for queries of mass cultural and sports activities, which have been given high attention. However, due to the challenges of such activities and the outstanding performance of knowledge graphs in recent years, in this paper we solve the problem from the perspective of knowledge graph. We first present a method to construct a knowledge graph of mass cultural and sports activities based on the fusion of multisource data for user activity query, then present a hierarchical modeling method combining ontology and taxonomy, design a BERT-based pipeline model to extract activity entities, solve the extraction of unstructured text data, and use a rule-based method to extract the relationship between activities and labels. Finally, the knowledge graph is constructed using the real activity data of Beijing region, and the multi-condition query of the activity is realized. The experimental results show that this method can effectively provide personalized activity query for users with different needs, and solve the problem of wide activity information and low matching between activities and users. A detailed experimental analysis was carried out to construct a data set using real activity data in Beijing, and the validity of the experiment was evaluated.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116378963","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

HPC/AI Deep Dive Training Experiences with Containers and JupyterLab HPC/AI深度潜水训练经验与容器和JupyterLab

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060302

Mandeep Kumar

引用次数: 1