Journal of Electronics Computer Networking and Applied Mathematics最新文献

CDBRA: Community Detection Based on Random Algorithm in Social Networks 基于随机算法的社交网络社区检测

Journal of Electronics Computer Networking and Applied Mathematics Pub Date : 2023-09-27 DOI: 10.55529/jecnam.36.29.43

C. Suganthini, R. Baskaran, D. Dhivya

{"title":"CDBRA: Community Detection Based on Random Algorithm in Social Networks","authors":"C. Suganthini, R. Baskaran, D. Dhivya","doi":"10.55529/jecnam.36.29.43","DOIUrl":"https://doi.org/10.55529/jecnam.36.29.43","url":null,"abstract":"Understanding the topology and functions of complex networks allows us to derive valuable information from them. There are various types of these networks. Community detection is a significant research area that involves dividing a network graph into subsets of nodes, known as communities. Each community consists of nodes that have dense communication with each other and sparse communication with nodes outside the community. This work proposes the use of Community Detection based on random Algorithm (CDBRA) to identify novel communities with low complexity and high accuracy by using both local and global network information. The proposed method consists of four components: Pre-Processing, Node Identification, Intra-Community Structure, and Inter-Community Structure. In the initial component, the task involves recognizing and saving similarity measures. Additionally, it requires assigning suitable weights to network vertex and edges, taking into the account of local and global network information. The next level involves using a random algorithm enhanced by nodes' weights to determine similarity measures for Node Identification. The third level, Intra-Community Structure, aims to achieve various community structures. The fourth level ultimately chooses the optimal community structure by taking into account the Inter-Community Structure and the evaluation functions derived from network’s local and global information. To assess the proposed method on various scenarios involving real and artificial networks. The proposed method outperforms existing methods in detecting community structures similar to real communities and provides efficient evaluation functions for all types and sizes of networks.","PeriodicalId":484727,"journal":{"name":"Journal of Electronics Computer Networking and Applied Mathematics","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135536883","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

People Identification based on Geometric Face Features for Cloud Services 基于几何人脸特征的云服务人物识别

Journal of Electronics Computer Networking and Applied Mathematics Pub Date : 2023-09-27 DOI: 10.55529/jecnam.36.44.51

Ethar Abdul Wahhab Hachim

引用次数: 0

Using the Dynamic Programming Method to Determine the Optimal Decision 用动态规划法确定最优决策

Journal of Electronics Computer Networking and Applied Mathematics Pub Date : 2023-09-18 DOI: 10.55529/jecnam.36.18.28

Afraa Abbas Hamada

{"title":"Using the Dynamic Programming Method to Determine the Optimal Decision","authors":"Afraa Abbas Hamada","doi":"10.55529/jecnam.36.18.28","DOIUrl":"https://doi.org/10.55529/jecnam.36.18.28","url":null,"abstract":"The most important problem facing any administration is making the appropriate decision to obtain lower costs, so the aim of this research is to find the ideal strategy for establishing electric power stations in Iraq because of its great importance in all aspects of life, with the adoption of one of the branches of the task of applied mathematics, which is programming dynamism While researchers use it to find optimal solutions for various problems. The principles of dynamic programming and how to use them in solving the research problem were discussed and analyzed by dividing the completion time of the project into successive periods of time, and dividing the project into five phases to be contracted by the entity that processed the electrical units and all other requirements for the procurement phase of the project, and the second phase is Allocating appropriate places for the project, and the third stage is preparing suitable places for establishing basic buildings and warehouses suitable for the project. Implementation of the project, the stage of shipment, transfer of supplies to the warehouses designated for the project, and the final stage, completing the installation of electrical units and connecting them to the main national network, and all these stages include partial stages (according to the opposite pattern, respectively)","PeriodicalId":484727,"journal":{"name":"Journal of Electronics Computer Networking and Applied Mathematics","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135203555","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

Bridging the Gap: The Pervasive Application of Computer Science in Commerce 弥合差距:计算机科学在商业中的普遍应用

Journal of Electronics Computer Networking and Applied Mathematics Pub Date : 2023-09-07 DOI: 10.55529/jecnam.36.1.7

Dr. S. Ramesh

引用次数: 0

Effect of CoFe2O4 on Dielectric and Conduction Behavior Pb0.75La0.25TiO3 Based Composites CoFe2O4对Pb0.75La0.25TiO3基复合材料介电导电性能的影响

Journal of Electronics Computer Networking and Applied Mathematics Pub Date : 2023-02-08 DOI: 10.55529/jecnam.21.25.32

Tiku Ram, Akshay Kumar, Sunil K. Dwivedi, Mani Kant Jha, Sunil Kumar

引用次数: 0