2021 8th International Conference on Computing for Sustainable Global Development (INDIACom)最新文献_第8页

Study for Emotion Recognition of Different Age Groups Students during Online Class 不同年龄段学生在线课堂情绪识别研究

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00109

Ati Jain, Hare Ram Sah, A. Kothari

{"title":"Study for Emotion Recognition of Different Age Groups Students during Online Class","authors":"Ati Jain, Hare Ram Sah, A. Kothari","doi":"10.1109/INDIACom51348.2021.00109","DOIUrl":"https://doi.org/10.1109/INDIACom51348.2021.00109","url":null,"abstract":"Student's learning and education is the key for their success. Teachers always judge students attentiveness in class by their facial expressions which shows their interest in the class. But when we look at present, due to COVID-19, students are learning totally on online platform. During these classes, teachers can see students only through their video cameras and it is difficult to know level of understanding of students, therefore they can be judged by their various emotions such as happy, sad, disinterested, frustration, neutral, confusion, anger, disgust, surprise and learning. It becomes compulsory for educators to identify the state of mind of students during online class by their emotion recognition. This paper presents a review for different facial expressions, body parts and gestures through which identification can be done. With the help of Computer vision and deep learning techniques this is identified by tool in which student's image is captured by video camera and further applying feature extraction and classification techniques. This results in benefitting to both students and faculty for easy execution of online classes. Implementation results shows that emotions recognized through image classification can make better learning outcomes for students.","PeriodicalId":415594,"journal":{"name":"2021 8th International Conference on Computing for Sustainable Global Development (INDIACom)","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116611115","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: 3

Network Traffic Analysis for Real-Time Detection of Cyber Attacks 面向网络攻击实时检测的网络流量分析

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00113

Mansi Patel, S. Prabhu, A. Agrawal

引用次数: 0

A Novel Cost-efficient Framework for Smart Home Creation 一种新颖的智能家居成本效益框架

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00065

Adnan Ahmed Abi Sen, N. Bahbouh, Mohammed Ahmed F Alrowaili, Omer Nasraldeen Awad Yassin, Abdulmajeed Yahya Almuashi, A. M. Fallata

{"title":"A Novel Cost-efficient Framework for Smart Home Creation","authors":"Adnan Ahmed Abi Sen, N. Bahbouh, Mohammed Ahmed F Alrowaili, Omer Nasraldeen Awad Yassin, Abdulmajeed Yahya Almuashi, A. M. Fallata","doi":"10.1109/INDIACom51348.2021.00065","DOIUrl":"https://doi.org/10.1109/INDIACom51348.2021.00065","url":null,"abstract":"The world has changed dramatically after the emergence of the concept of the Internet of things (IoT), which now includes billions of things, including technologies and applications. All that surrounds us has become a smart thing with an identifier with the ability to collect, process, or share data, in addition to the ability to access and control it from anywhere at any time. Smart homes are one of the most important applications of the IoT, which has enabled users to monitor and control their homes remotely. Besides, this has resulted in saving energy, which would otherwise be wasted. In addition, Smart Home provides automated services that do not require user intervention, which is known as the machine-to-machine relationship. This research presents an innovative method to employ old personal computers as central computing units with a simple control circuit which can be designed locally, in addition to a small application for controlling in some devices based on an internet connection and web application. The proposed system is capable of transforming ordinary homes into smart homes without significant costs. The proposed method will enable users to remotely control their home devices (to turn on and off), and track the status of these devices, in addition to some smart services. To demonstrate the efficiency of the proposed system, we implemented the main functions with the hardware circuit. The results are very encouraging in terms of reliability, ease of use, and to significantly lower the costs compared to the existing commercial systems.","PeriodicalId":415594,"journal":{"name":"2021 8th International Conference on Computing for Sustainable Global Development (INDIACom)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129552527","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

Comparative Study of Techniques used for Word and Sentence Similarity 词与句子相似度分析方法的比较研究

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00107

Farooq Ahmad, Mohd. Faisal

引用次数: 1

A Novel Digital Image Processing based Mechanism for Liver Tumor Diagnosis 基于数字图像处理的新型肝脏肿瘤诊断机制

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00012

Meenu Sharma, R. Parveen

引用次数: 1

Assesment of Bone Mineral Density in X-ray Images using Image Processing 利用图像处理技术评估x射线图像中的骨矿物质密度

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00162

P. Dodamani, A. Danti

引用次数: 1

Arduino based LPG Leakage Detection and Prevention System 基于Arduino的LPG泄漏检测与预防系统

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00029

Brijesh Sharma, P. Vaidya, Nagesh Kumar, Chi-Chung Chen, Ruchika Sharma, Ram Prakash Dwivedi, Gaurav Gupta

引用次数: 3

Biometric System - Challenges and Future Trends 生物识别系统-挑战和未来趋势

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00114

S. Singla, Manjit Singh, Navdeep Kanwal

引用次数: 3

An Improved Hybrid and Knowledge Based Recommender System for Accurate Prediction of Movies 一种改进的基于知识的混合推荐系统用于电影的准确预测

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00158

Dhiraj Khurana, Sunita Dhingra

{"title":"An Improved Hybrid and Knowledge Based Recommender System for Accurate Prediction of Movies","authors":"Dhiraj Khurana, Sunita Dhingra","doi":"10.1109/INDIACom51348.2021.00158","DOIUrl":"https://doi.org/10.1109/INDIACom51348.2021.00158","url":null,"abstract":"Recommender system is an adaptive technology and tool that is used in business organizations for offering the products and services by observing their interest and popularity of products. In this paper, an improvement over the existing hybrid and knowledge based recommender system is proposed by integrating the clustering method within content based filter and classification method within collaborative filter. The proposed method handled the scalability problem by using the fuzzy clustering method. This reduced dimension based dataset is processed by the probabilistic Bayesian network classifier for predicting the recommendations. The sparsity problem is handled in both stage of this model. The proposed recommender system model is applied on MovieLens dataset. The comparative analysis was done against content-based recommender system (CBRS), Pearson correlation based collaborative recommender system (PCRS), Frequency-weighted Pearson Correlation (FPC), Weighted Pearson Correlation (WPC) and hybrid recommender systems (HRS). The average RMSE rate achieved by CBRS, PCRS, FPC, WPC, HRS and the proposed hybrid recommender system are 0.3851, 0.3515, 0.3527, 0.3539, 0.3340 and 0.1987 respectively. The significant reduction in MAE rate is also identified in this work. The experimentation results identified that the proposed model reduced the error rate and improved the accuracy rate over existing systems.","PeriodicalId":415594,"journal":{"name":"2021 8th International Conference on Computing for Sustainable Global Development (INDIACom)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128283476","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 Artificial Neural Network based Adaptive Histogram Equalization Algorithm for Enhancement of Low Contrast Images 基于人工神经网络的低对比度图像自适应直方图均衡化算法

2021 8th International Conference on Computing for Sustainable Global Development (INDIACom) Pub Date : 2021-03-17 DOI: 10.1109/INDIACom51348.2021.00047

Versha Thakur, Harjinder Singh

{"title":"An Artificial Neural Network based Adaptive Histogram Equalization Algorithm for Enhancement of Low Contrast Images","authors":"Versha Thakur, Harjinder Singh","doi":"10.1109/INDIACom51348.2021.00047","DOIUrl":"https://doi.org/10.1109/INDIACom51348.2021.00047","url":null,"abstract":"The implementation of an image contrast enhancement algorithm along with artificial intelligence techniques can have various applications besides modern photography. It basically ameliorates the quality of low contrast images. The main focus of this research is developing a new image contrast enhancement method that combines the concept of artificial intelligence and histogram equalization techniques to provide a contrast distribution for the low contrast images by utilizing the classifier to prevent data loss from images. In this research an ANN based AHE algorithm for enhancement of low contrast images is proposed. The main objectives of this research is to study the existing digital image contrast enhancement techniques to find out the exact problems and to classify the level of contrast in a digital image as low or high, so as to ascertain whether enhancement is required or not. The concept of ANN with AHE is used here to find out the contrast level of the image before processing for contrast enhancement. For validation of the proposed ANN-AHE algorithm, a comparison with the existing techniques are performed on the behalf of performance parameters such as PSNR, MSE, Entropy, QI, QRCM, CQE, SSIM and Computational Time. The simulation of the proposed model is performed in MATLAB 2016a with the help of image processing and artificial neural network toolbox.","PeriodicalId":415594,"journal":{"name":"2021 8th International Conference on Computing for Sustainable Global Development (INDIACom)","volume":"96 45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129329463","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