Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India最新文献_第8页

Examining the Extent of Employee Attrition Due to Job Stress 考察工作压力导致员工流失的程度

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308637

R. G. Davidson, Brindha

引用次数: 0

Product Sentiment Analysis Using Particle Swarm Optimization Based Feature Selection in a Large-Scale Cloud 大规模云环境下基于粒子群优化特征选择的产品情感分析

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308639

P. Vasudevan, K. Kaliyamurthie

{"title":"Product Sentiment Analysis Using Particle Swarm Optimization Based Feature Selection in a Large-Scale Cloud","authors":"P. Vasudevan, K. Kaliyamurthie","doi":"10.4108/EAI.7-6-2021.2308639","DOIUrl":"https://doi.org/10.4108/EAI.7-6-2021.2308639","url":null,"abstract":"Cloud computing is evolving by shifting its services out of the applications of the firewall, storage, services, and applications that are accessible on the web. After this, the services will be used with the help of the Internet and paid according to the user’s/customer’s needs. Big data can be efficiently and economically analysed using Cloud computing. Sentiment Analysis deals with study of opinions, and is based on the emotions, attitudes, and opinions of this entity. The objective of the proposed work sentiment analysis using Particle Swarm Optimization (PSO) algorithm based on new Feature Selection (FS) method. FS method is quite complex and a demanding task in terms of computation more so for a high dimension dataset. Swarm Intelligence (SI) is techniques capable of solving computational problems that are NP-hard (NonDeterministic Polynomial time). It is gaining plenty of popularity to solve the problems of optimization and FS. Particle Swarm Optimization (PSO) is used widely for solving problems of optimization and also the problems of FS. The Support Vector Machine (SVM) analyses data and further identify patterns utilized for classification purposes. In this work, a PSO-based FS is proposed for product sentiment analysis. The classification accuracy achieved by PSO based FS is higher by 5.93% and by 6.91% for 20% training when compared to IG and GA based FS, respectively. Similarly, classification accuracy achieved by PSO based FS is higher by 3.65% and by 0.89% for 80% training when compared to IG and GA based FS, respectively.","PeriodicalId":422301,"journal":{"name":"Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India","volume":"198 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":"121982807","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

The Impact of Corruption on Filipino Youth from Academia and Police Background and Anti-Corruption Methods 贪污对菲律宾青年的影响:从学术界、警察背景与反贪方法

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308598

Raul A. Aquino

{"title":"The Impact of Corruption on Filipino Youth from Academia and Police Background and Anti-Corruption Methods","authors":"Raul A. Aquino","doi":"10.4108/EAI.7-6-2021.2308598","DOIUrl":"https://doi.org/10.4108/EAI.7-6-2021.2308598","url":null,"abstract":". Huge corruption has caused major national institutions such as the judiciary, military, police, schools and other public service providers to fail to perform their functions effectively, fail to perform their duties, and fail to best serve the interests of the people, resulting in many serious societies Issues such as poverty, broken discipline, failure of the judicial system, a culture of distrust and impunity. This study aims to determine the impact of corruption on Filipino youth and identify some anti-corruption methods. Both qualitative and quantitative research approaches were used to gather the research data. This study gathered the primary data through a survey of Filipino youths from the academic and police backgrounds of the National Capital Region. The prepared questionnaires focused on the perceived effects of corruption to the Filipino youth and the solutions in fighting corruption. Specifically, the survey identifies the perceived effects of corruption to the respondents and the society in general, the present assessment on government’s actions and performance in fighting corruption as well as, the solutions to address the problem of corruption in the Philippine. The results obtained indicate that most respondents are anti-corruption. They are also aware of the negative effects of corruption on them and society. The government must fully support anti-corruption. Some proposed anti-corruption solution is to educate individuals on moral values and political cleansing..","PeriodicalId":422301,"journal":{"name":"Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India","volume":"1 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":"129303265","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

A Study of Mammographic Image Segmentation with its Morphological Operation 基于形态学操作的乳房x线图像分割研究

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308787

G. Balanagireddy, J. Periasamy, G. Saritha, M. Sujatha, G. Nirmalapriya

引用次数: 0

Buying Behavior Towards E-Tailing In Rural Areas Of Kanyakumari District Kanyakumari地区农村地区网购行为研究

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308624

S. Samuel, Dr. Asha, Dr. Shibin Tad

{"title":"Buying Behavior Towards E-Tailing In Rural Areas Of Kanyakumari District","authors":"S. Samuel, Dr. Asha, Dr. Shibin Tad","doi":"10.4108/EAI.7-6-2021.2308624","DOIUrl":"https://doi.org/10.4108/EAI.7-6-2021.2308624","url":null,"abstract":". In the contemporary world, E-Shopping has become one of the most popular arrangements among compulsive shoppers. E-Shopping gives access to any user to purchase any sort of products or avail any kind of services which are listed online, within their comfort zone. It does not even compromise on the convenience of the customers, because anyone who purchases a product or service from the internet have the provision to get it delivered at their doorstep. Online vendors have been acquiring more volume of customers through creative and crafty marketing and hassle-free shopping experience with maximum satisfaction. Online vendors stay on top of the game by fulfilling their clients' requirements seamlessly. A detailed assessment of this buying pattern reveals that users shop online with the principle moto to save their time. Some of the crucial issue with an online purchase was identified as EMI issues and the modest nature of items. Although there are many issues occurred during e-commerce, but the well-layered administration of the online vendors has managed to rule out all the grievances to a considerable extend. This has motivated many users to depend on online vendors and thus Consumer buying behavior has significant involvement in online shopping.","PeriodicalId":422301,"journal":{"name":"Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India","volume":"82 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":"130357267","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

Monitoring Energy Level of Smart Energy System for Home Appliances 家用电器智能能源系统的能量水平监测

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308657

M. Rupesh, Dr.N.Anbu Selvan

{"title":"Monitoring Energy Level of Smart Energy System for Home Appliances","authors":"M. Rupesh, Dr.N.Anbu Selvan","doi":"10.4108/EAI.7-6-2021.2308657","DOIUrl":"https://doi.org/10.4108/EAI.7-6-2021.2308657","url":null,"abstract":". There is a continues change and modification in communication technology. Earlier days customers know about their energy consumption only when a member for EB takes the readings. But now the technology has been changed. The method we have proposed here is based on IOT system. The smart meter is connected to the customer’s phone number. When the usage of current is more the customer gets an alert message to the particular registered number. Their bill for the current consumption is send to the registered number. If the customer didn’t pay the bill their supply of current will be blocked to the particular house. This technology reduces the man power and time. Earlier it is difficult to upload the customer’s fee in the website, but this technology which has been implemented directly uploads the bill in the website and displayed to the user through SMS. These are the smart devices used to manage and record electricity of electronic devices. This device monitors the electric system in real time. It also has the ability to get lower electricity bills. When the user exceeds the limit, this proposed system automatically issues an alarm to the consumer. Smart meter is constructed by using Ardunio micro controller, current senor and voltage sensor.","PeriodicalId":422301,"journal":{"name":"Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India","volume":"1 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":"127655559","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

An Efficient Nonnegative Matrix Factorization Topic Modeling for Business Intelligence 面向商业智能的高效非负矩阵分解主题建模

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308681

K. PrashantGokul, M. Sundararajan

{"title":"An Efficient Nonnegative Matrix Factorization Topic Modeling for Business Intelligence","authors":"K. PrashantGokul, M. Sundararajan","doi":"10.4108/EAI.7-6-2021.2308681","DOIUrl":"https://doi.org/10.4108/EAI.7-6-2021.2308681","url":null,"abstract":". Topic models can give us a knowledge into the basic latent design of an enormous corpus of documents. A scope of strategies have been planned in the writing, including probabilistic topic models and methods dependent on matrix factorization. Notwithstanding, the subsequent topics frequently address just broad, in this manner excess information about the data instead of minor, yet possibly significant information to clients. To handle this issue, we propose a novel sparseness improvement model of negative matrix factorization for finding excellent nearby topics. In any case, in the two cases, standard executions depend on stochastic components in their instatement stage, which can possibly prompt various outcomes being produced on a similar corpus when utilizing a similar boundary values. To address this issue in the context of matrix factorization for topic modeling, we propose the utilization of ensemble learning procedures. We show the useful utility of ENMF on New York Times dataset, and find that ENMF is particularly helpful for applied or expansive topics, where topic key terms are not surely known. We find that ENMF accomplishes higher weighted Jaccard similarity scores than the contemporary strategies..","PeriodicalId":422301,"journal":{"name":"Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India","volume":"4 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":"127661009","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

A Fuzzy-GA Based controlling System for Wireless sensor networks 基于模糊遗传算法的无线传感器网络控制系统

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308634

S. Saravana, Dr. S. Arulselvi

引用次数: 2

IOT Based Smart Energy Meter Design for Home with Energy Consumption Limit 基于物联网的家庭智能电能表设计与能耗限制

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308616

M. Rupesh, Dr.N.Anbu Selvan

引用次数: 1

Intrusion Detection In Wsn Using Modified AODV Algorithm 基于改进AODV算法的Wsn入侵检测

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India Pub Date : 1900-01-01 DOI: 10.4108/EAI.7-6-2021.2308629

S. Rajesh, M. Sangeetha

引用次数: 1