2017 International Conference on Computing, Communication and Automation (ICCCA)最新文献

ADANS: An agriculture domain question answering system using ontologies ADANS:一个使用本体的农业领域问答系统

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229784

M. Devi, M. Dua

引用次数: 28

Air quality monitoring system based on IoT using Raspberry Pi 基于树莓派的物联网空气质量监测系统

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8230005

Somansh Kumar, Ashish Jasuja

{"title":"Air quality monitoring system based on IoT using Raspberry Pi","authors":"Somansh Kumar, Ashish Jasuja","doi":"10.1109/CCAA.2017.8230005","DOIUrl":"https://doi.org/10.1109/CCAA.2017.8230005","url":null,"abstract":"Air pollution is the largest environmental and public health challenge in the world today. Air pollution leads to adverse effects on Human health, climate and ecosystem. Air is getting polluted because of release of Toxic gases by industries, vehicular emissions and increased concentration of harmful gases and particulate matter in the atmosphere. Particulate matter is one of the most important parameter having the significant contribution to the increase in air pollution. This creates a need for measurement and analysis of real-time air quality monitoring so that appropriate decisions can be taken in a timely period. This paper presents a real-time standalone air quality monitoring system which includes various parameters: PM 2.5, carbon monoxide, carbon dioxide, temperature, humidity and air pressure. Internet of Things is nowadays finding profound use in each and every sector, plays a key role in our air quality monitoring system too. Internet of Things converging with cloud computing offers a novel technique for better management of data coming from different sensors, collected and transmitted by low power, low cost ARM based minicomputer Raspberry pi. The system is tested in Delhi and the measurements are compared with the data provided by the local environment control authority and are presented in a tabular form. The values of the parameters measured are shown in IBM Bluemix Cloud.","PeriodicalId":6627,"journal":{"name":"2017 International Conference on Computing, Communication and Automation (ICCCA)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86287137","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: 148

An approach towards backbone network congestion minimization in software defined network 软件定义网络中骨干网拥塞最小化方法

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229855

Rajendra Paudyal, S. Shakya

{"title":"An approach towards backbone network congestion minimization in software defined network","authors":"Rajendra Paudyal, S. Shakya","doi":"10.1109/CCAA.2017.8229855","DOIUrl":"https://doi.org/10.1109/CCAA.2017.8229855","url":null,"abstract":"With Emergence of broadband access networks and powerful personal computer systems the demand for network-delivered full-motion streaming video is growing. People upload their home made videos. Different companies have started to offer software as service. Data traffic is increasing each day at an unprecedented rate creating congestion on the backbone part of the network. Backbone network congestion minimization approach is proposed to minimize the backbone network traffic by locally distributing the video files. Mininet emulator is used for simulation purpose. Custom network topology and Ryuretic framework for controller are used. Ryu controller pushes the rule when first time packet arrives to establish flow table on the switches. Server maintains the logs of video file downloaded by host. Based on its logs on database, server redirects the request towards host, P2P session is established and video file is uploaded. Uploaded data traffic flows through the access network part result on decreasing the network latency. File download rate is increased by 4 times and congestion is minimized by 66% in proposed congestion reduction approach than traditional client server approach in Software Defined Network based used topology. Validation of video file download from the server and from P2P host is verified by unique identifier MD5 checksum value.","PeriodicalId":6627,"journal":{"name":"2017 International Conference on Computing, Communication and Automation (ICCCA)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84620265","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

An IIoT quality global enterprise inventory management model for automation and demand forecasting based on cloud 基于云的自动化和需求预测的工业物联网质量全球企业库存管理模型

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8230011

A. Jayaram

引用次数: 9

Sentiment analysis on product reviews 产品评论的情感分析

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229825

C. Chauhan, Smriti Sehgal

{"title":"Sentiment analysis on product reviews","authors":"C. Chauhan, Smriti Sehgal","doi":"10.1109/CCAA.2017.8229825","DOIUrl":"https://doi.org/10.1109/CCAA.2017.8229825","url":null,"abstract":"Sentiment analysis is used for Natural language Processing, text analysis, text preprocessing, Stemming etc. are the major research field in current time. Sentiment analysis using different techniques and tools for analyze the unstructured data in a manner that objective results can be generated from them. Basically, these techniques allow a computer to understand what is being said by humans. Sentiment analysis uses different techniques to determine the sentiment of a text or sentence. The Internet is a large repository of natural language. People share their thoughts and experiences which are subjective in nature. Many a time, getting suitable information about a product can became tedious for customers. Companies may not be fully aware of customer requirements. Product reviews can be analyzed to understand the sentiment of the people towards a particular topic. However, these are voluminous; therefore a summary of positive and negative reviews needs to be generated. In this paper, the main focus is on the review of algorithms and techniques used for extract feature wise summary of the product and analyzed them to form an authentic review. Future work will include more product reviews websites and will focus on higher level natural language processing tasks. Using best and new techniques or tool for more accurate result in which the system except only those keywords which are in dataset rest of the words are eliminated by the system.","PeriodicalId":6627,"journal":{"name":"2017 International Conference on Computing, Communication and Automation (ICCCA)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73529055","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: 7

Ransomware: Let's fight back! 勒索软件:让我们反击!

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229926

Shreya Chadha, Utham Kumar

引用次数: 16

BSS: Blockchain security over software defined network BSS:基于软件定义网络的区块链安全

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229910

S. R. Basnet, S. Shakya

引用次数: 44

An efficient analysis of crop yield prediction using Hadoop framework based on random forest approach 基于随机森林方法的Hadoop框架作物产量预测分析

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229770

Shriya Sahu, M. Chawla, N. Khare

引用次数: 29

Development of a portable telemedicine tool for remote diagnosis of telemedicine application 开发一种便携式远程医疗工具，用于远程医疗的远程诊断

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229817

U. K. Prodhan, Mohammad Zahidur Rahman, I. Jahan, Ahsin Abid, Mohtasim Bellah

{"title":"Development of a portable telemedicine tool for remote diagnosis of telemedicine application","authors":"U. K. Prodhan, Mohammad Zahidur Rahman, I. Jahan, Ahsin Abid, Mohtasim Bellah","doi":"10.1109/CCAA.2017.8229817","DOIUrl":"https://doi.org/10.1109/CCAA.2017.8229817","url":null,"abstract":"At present telemedicine is widely used in developing countries for its variety of health services. In this paper, we have developed a low cost portable telemedicine tool kit for remote diagnosis of patients. Remote patient monitoring is one of the vital component of any telemedicine services. We have successfully able to collect patient data from any remote locations by using our developed tool kit. In this research, we have collected seven vital signs of patient's data such as blood pressure, pulse and oxygen in blood, blood glucose level, patient position and falls, body temperature, electrical and muscular functions of the heart through ECG and airflow: breathing through our device in an automated manner. Our developed device is portable and can be used easily with any telemedicine model. In this study, we have developed an android app for collecting the patient data from our device, controlling the device and sending data to the server for telemedicine application. We have made simple user interface of app for better understandability of users. Finally, we can say that our developed portable telemedicine tool kit can be an useful and integrated component of any telemedicine model which will assist the researchers for their applications.","PeriodicalId":6627,"journal":{"name":"2017 International Conference on Computing, Communication and Automation (ICCCA)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84971129","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: 9

Comparative analysis of backpropagation algorithm variants for network intrusion detection 网络入侵检测中反向传播算法变体的比较分析

2017 International Conference on Computing, Communication and Automation (ICCCA) Pub Date : 2017-05-05 DOI: 10.1109/CCAA.2017.8229917

N. Neupane, S. Shakya

{"title":"Comparative analysis of backpropagation algorithm variants for network intrusion detection","authors":"N. Neupane, S. Shakya","doi":"10.1109/CCAA.2017.8229917","DOIUrl":"https://doi.org/10.1109/CCAA.2017.8229917","url":null,"abstract":"The system security has turned into an extremely critical worry as system assaults have been extending with the ascent of hacking devices, inconvenience of systems and interruptions in number and brutality. This paper is centered around interruption identification by utilizing Multilayer Perceptron (MLP) with various calculation of backpropagation neural network. In this paper, performance of various backpropagation algorithms has been evaluated using KDDCup99 dataset. The dataset has been preprocessed to be made suitable for neural network input and the input set and target set are separated. The modified dataset has been used to evaluate the performance of BFGS Quasi-Newton, Levenberg-Marquardt, and Gradient Descent with Adaptive backpropagation algorithm. Different performance parameters such as mean square error, attack detection rate, recall rate, precision rate, epochs has been used for the algorithm comparison. Based on the evaluation results, the research purposes Levenberg-Marquardt backpropagation algorithm to be the best performing and efficient algorithm for the network intrusion detection for KDD Cup dataset. Different classes of attacks have been also determined comparing the output values obtained with the target set.","PeriodicalId":6627,"journal":{"name":"2017 International Conference on Computing, Communication and Automation (ICCCA)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84002511","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: 5