2022 International Visualization, Informatics and Technology Conference (IVIT)最新文献_第4页

Digital Planning of High Tibial Osteotomy Using Dicom versus Jpeg formats Dicom与Jpeg格式胫骨高位截骨术的数字规划

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033336

Norazimah Awang, R. Sulaiman, A. H. Abdul Rashid, Nurulnadwan Aziz, Nur Saadah Mohd Shapri

{"title":"Digital Planning of High Tibial Osteotomy Using Dicom versus Jpeg formats","authors":"Norazimah Awang, R. Sulaiman, A. H. Abdul Rashid, Nurulnadwan Aziz, Nur Saadah Mohd Shapri","doi":"10.1109/IVIT55443.2022.10033336","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033336","url":null,"abstract":"This paper aims to test the reliability of digital osteotomy's correction angle between the two-image formats; Dicom and Jpeg using new software (OsteoAid). This is to ensure that the new software is reliable for both image formats for the correction. The hypothesis is to compare the reliability of the Centre of Rotation of Angulation (CORA) angle for each intra-rater and inter-rater reliability. CORA was defined and the angles of all patients’ legs were checked for correction to determine the accuracy of both image formats using an intra-class correlation coefficient (ICC). Thirteen digital long leg radiographs with longstanding positions from the frontal axis showing patients with both tibia deformities were examined. Those images were accessed from the Picture Archiving and Communication System (PACS). Three medical officers (raters) who were involved in an osteotomy used the same medical image format twice at a two-week interval. Using the Dicom format, the mean correction angle score of each rater is at excellent level: 0.949 (Intra-rater1), 0.987 (Intra-rater2) and 0.968 (Intra-rater3). Scores of each rater for Jpeg format are also excellent: 0.904, 0.928 and 0.962 respectively. The inter-rater reliabilities of the correction angle were 0.979 and 0.972 (p<0.001) respectively for each format. The principal finding of this study was that OsteoAid showed excellent reliabilities and consistency in preoperative planning in finding CORA and correction angle using both image formats. This indicates that the two image formats are comparable in obtaining CORA angles.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134357953","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

Internet of Things Implementation in Manufacturing Value Chain Process 物联网在制造业价值链过程中的实施

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033409

R. Kassim, Azizah Rahmat, Hasnah Mustapa, Adnan Bakri

{"title":"Internet of Things Implementation in Manufacturing Value Chain Process","authors":"R. Kassim, Azizah Rahmat, Hasnah Mustapa, Adnan Bakri","doi":"10.1109/IVIT55443.2022.10033409","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033409","url":null,"abstract":"In the manufacturing industry, value chain process is crucial to operation success. Thus, to avoid any mistakes, manufacturing industries need to streamline their operation as efficiently as possible. The Internet of Things (IoT) is indeed a support technology that enhance the quality of the operation in organizations. To make IoT a reality, the manufacturing sector must be able to engage in and implement this technology in its day-to-day transactions. Several studies have been conducted to investigate the potential of IoT for numerous organizations. However, IoT is still not widely used by many industries, including the Manufacturing industry in developing countries. This article aims to identify and evaluate the influencing factors and propose an IoT implementation model in Malaysia manufacturing industry. Drivers were identified through a review of previous tests. Furthermore, the technology-organization-environment framework is proposed, which is based on information system adoption theory (TOE). The Delphi technique is applied on a survey of IoT users, and the results showed that the factors chosen in this study had a significant impact on IoT implementation in the Malaysia Manufacturing industry. This study is assisting Manufacturing firms in understanding the aspects of IoT implementation, improving their business structure and IoT investment, and inspiring scholars to pursue research into new IoT adoption or implementation variables.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134473554","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

Improved Classification using Extended Hybrid Feature Selection Approach with Dimensionality Reduction 基于降维的扩展混合特征选择方法的改进分类

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033401

Tan Zi Xuan, Lim Tong Ming, Kee Boon Hui

{"title":"Improved Classification using Extended Hybrid Feature Selection Approach with Dimensionality Reduction","authors":"Tan Zi Xuan, Lim Tong Ming, Kee Boon Hui","doi":"10.1109/IVIT55443.2022.10033401","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033401","url":null,"abstract":"Heart Disease has become the major cause of death around the world. The World Health Organization has recorded around 17 million deaths caused by cardiovascular heart disease (CVD). This is popular among the low and middle-income population, where resources and benefits of healthcare programs are lacking and people are not able to pay for the expensive procedures. Hence, having an efficient and effective solution in detecting heart disease occurrence is crucial. In this research, a novel approach of hybrid feature selection with injection of feature dimensionality was studied. Where the proposed method combines the strength of different feature selection techniques and enhanced by dimensionality reduction techniques. This research has used various sources of heart disease dataset from Cleveland, Framingham and Z-Alizadash to study the potential of generalization of the proposed method. In this research, KNN and SVM were applied to tested the proposed feature selection engine. The performance of the feature subsets will be evaluated using various machine learning models. The model performance will be compared and studied using accuracy.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116106839","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 Review of Artificial Neural Network Applications in Variants of Optimization Algorithms 人工神经网络在各种优化算法中的应用综述

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033339

Farizawani Ab Ghani, M. Rivaie, M. Yusoff, Mazidah Puteh

{"title":"A Review of Artificial Neural Network Applications in Variants of Optimization Algorithms","authors":"Farizawani Ab Ghani, M. Rivaie, M. Yusoff, Mazidah Puteh","doi":"10.1109/IVIT55443.2022.10033339","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033339","url":null,"abstract":"The artificial neural network (ANN) is typically one of the most famous artificial intelligent (AI) field which inspired based on biological human brain model. The model of real human brain known as neurons have been transformed into a mathematical formulation, works as an artificial neuron that connected one to another in very systematical manners. Connected neurons imply an optimization notion as a major practice for training the neurons. Two main optimization problems; constraint and unconstraint have both viewed as a decision problem techniques use to find the best vector of decision variables over all possible vectors in certain optimization problems. The maximization of objectives function can be considered as main factor to determine convergence of trained neurons. Most popular of optimization algorithm such as Gradient, Newton’s, Conjugate or Quasi-Newton have shown different results depend on efficiency, accuracy, convergence time and overall performance based on the problem to be solved. The feedforward or backpropagation neural network models mostly apply the optimization algorithm as mentioned. Therefore, the goal of this paper is to review and study the difference types of optimization techniques used in neural network applications. Besides, the purpose of this review is also to give an overview of how optimization algorithms and its modified models have been applied and implemented in neural network training rule. Besides, this paper is intended to study in what manner optimization can change the execution of performance result and training analysis.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121645512","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

Analysis of Topic and Sentiment Trends in Customer Reviews Before and After Covid-19 Pandemic 新冠肺炎疫情前后客户评论主题与情绪趋势分析

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033397

D. Suryadi, Hanky Fransiscus, Yoko Gunawan Chandra

{"title":"Analysis of Topic and Sentiment Trends in Customer Reviews Before and After Covid-19 Pandemic","authors":"D. Suryadi, Hanky Fransiscus, Yoko Gunawan Chandra","doi":"10.1109/IVIT55443.2022.10033397","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033397","url":null,"abstract":"The Covid-19 pandemic has impacted many people’s lives. Many researches have studied the impact of the pandemic on customer opinion change regarding services, yet there are still few researches regarding the change towards products. As a product category that experienced a significant increase in sales since the pandemic began, headphones have become a suitable product category to analyze the change. To analyze the change, this paper aims to discover the topics that customers discuss in their reviews. Latent Dirichlet Allocation (LDA) is selected as the topic modeling method to obtain the topics (i.e., aspects of a product) that are discussed in the customer reviews. In the case study, six topics that are discussed by customers are discovered, i.e., Durability Issues, Usage Contexts, Noise Cancellation, Features, Quality, and Customer Service. The monthly proportion of sentences that discuss a topic provides the topic trend. Among those six topics, the discussion about the Usage Contexts topic has increased since the beginning of the pandemic, while the other topics do not show a clear trend related to the pandemic. SentiWordNet is selected as the sentiment analysis method to capture the positive and negative sentiment towards the topics. Among the six topics, the Durability Issues and Noise Cancellation topics showed an improved sentiment after the pandemic began, while the sentiment for Usage Contexts, Features, and Quality topics worsened. Future research may be suggested to explain the worsening trend for those topics, especially the Usage Contexts topic that gained significant negativity after the pandemic began.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121935312","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

A Room Light Controlling System Based on Curtain and Occupants’ Motion: A Conceptual Study 基于窗帘和人的运动的室内光控制系统的概念研究

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033353

Zaid Mujaiyid Putra Ahmad Baidowi, Adli Zahin Muhammad Ruslee, N. M. Noh, Mohamad Yusof Darus, Mohd Rizal Mohd Isa

{"title":"A Room Light Controlling System Based on Curtain and Occupants’ Motion: A Conceptual Study","authors":"Zaid Mujaiyid Putra Ahmad Baidowi, Adli Zahin Muhammad Ruslee, N. M. Noh, Mohamad Yusof Darus, Mohd Rizal Mohd Isa","doi":"10.1109/IVIT55443.2022.10033353","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033353","url":null,"abstract":"The Internet of Things (IoT), which allows multiple devices to be connected via the Internet, has been widely used in various fields including residential. It is very popular nowadays as it could automate home and electrical appliances without human intervention. This leads to the existence of a smart home. By automating devices at home, electricity consumption can be saved and used at an optimum level. Hence, this paper aims to contribute to the solution of saving energy consumption by deploying a low-cost modular system, that controls lights based on input parameters such as the room’s brightness, occupants’ presence, and motion. The proposed design uses three main sensors such as load cell sensors, motion sensors, and photoresistors. The load sensors are used to detect the occupant’s weight on the bed, the motion sensors are to detect the presence of an occupant, and the photoresistors are used to detect the room’s brightness. Besides, the proposed design is recommended to be integrated with any suitable intelligent system, such as back propagation neural network, to learn occupants’ sleeping patterns. Finally, this work is hoped to lead in light related studies for energy saving.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125712836","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

Instilling the Spirit of Ramadan to Malaysian Muslim Children through Mobile Game Approach 通过手机游戏向马来西亚穆斯林儿童灌输斋月精神

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033338

Suhaili Din, Maisarah Mohd Ramli

{"title":"Instilling the Spirit of Ramadan to Malaysian Muslim Children through Mobile Game Approach","authors":"Suhaili Din, Maisarah Mohd Ramli","doi":"10.1109/IVIT55443.2022.10033338","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033338","url":null,"abstract":"Ramadan is special for Muslims all over the globe. Muslims are required to fast every day from sunrise to sunset during the whole month of Ramadan. Eating, drinking, smoking and sex are all prohibited during fasting. During this month, Muslims seek the opportunity to do good deeds and aim to improve their good moral character and habits. Parents in Malaysia wish that their children also get the same value and spirit of Ramadan. Passing down the value and knowledge to children is not an easy task. Game-Based Learning is popular nowadays, especially in educating children effectively. The amount of existing mobile games that contain Islamic content especially related to Ramadan suitable for Malaysian values is limited. Therefore, this game aims to motivate and educate Muslim kids in Malaysia about fasting and good deeds during Ramadan. The objective of this study is to develop a mobile game application on Ramadan that is suitable for children according to Malaysian values. This research focuses on the development of User Interface (UI), User Experience (UX), gameplay, game design, environment, and narrative. Unity, Adobe Illustrator, and Adobe Photoshop are the applications used to produce the 2D mobile game aimed at Android users. Game Development Life Cycle (GDLC) model is used as the methodology in the development of this research. The completed game was evaluated for effectiveness among selected target audiences aged 6-12 and families with children aged 6-12. Technology Acceptance Model (TAM) was adapted to measure user acceptance in terms of game design, functionality, and overall game performance. The result shows that 100 % of the respondents agreed that the Ramadan Spirit game provides knowledge that can be applied in their life.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127793452","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 Systematic Literature Review of Virtual Reality Utilization in Tourism During COVID-19 Pandemic COVID-19大流行期间旅游中虚拟现实应用的系统文献综述

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033324

S. N. S. Yasin, H. A. M. A. Majid, Siti Nurul Hayatie Ishak, S. S. Hamzah, U. F. Bahrin, Rajeswari Raju

{"title":"A Systematic Literature Review of Virtual Reality Utilization in Tourism During COVID-19 Pandemic","authors":"S. N. S. Yasin, H. A. M. A. Majid, Siti Nurul Hayatie Ishak, S. S. Hamzah, U. F. Bahrin, Rajeswari Raju","doi":"10.1109/IVIT55443.2022.10033324","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033324","url":null,"abstract":"Virtual reality (VR) is an innovation that is increasingly applied in many fields of study. Although VR is adapted in most of simulation works like aviation, cargo movement, surgery, and phobia therapy, the application in tourism has different intention compared to other contexts, which is for promotion purpose. Therefore, this study provides a systematic literature review of how VR has been applied to help promoting tourism industry during the pandemic of COVID-19, when most people in the world are restricted from traveling, and ordered to stay at home. A research question that would address application of VR in tourism is identified. A comprehensive literature search has been carried out resulting 87 journals and proceeding papers are filtered. Data extraction and synthesize is performed on the selected studies based on the research question. From the SLR process, we have found that VR is utilised in tourism for promotion purposes, and to evaluate the attitude and emotion of users towards the application of VR in virtual tourism during the pandemic. Our result suggests that tourism industry players need to pay more attention and widen the intention in utilizing VR in the future to confirm the sustainability of tourism industry.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128690798","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

Cyber-Crime Detection: Experimental Techniques Comparison Analysis 网络犯罪检测:实验技术对比分析

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033332

Ebraheem Fahad Aljarboua, Marina Bte Md. Din, Asmidar Abu Bakar

{"title":"Cyber-Crime Detection: Experimental Techniques Comparison Analysis","authors":"Ebraheem Fahad Aljarboua, Marina Bte Md. Din, Asmidar Abu Bakar","doi":"10.1109/IVIT55443.2022.10033332","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033332","url":null,"abstract":"Cyber-crime is one of the main problems the world face, and machine learning plays a key part in contemporary operating systems for giving better transformation in the security environment and cybercrime detection. While detecting cybercrimes is difficult, it is possible to gain advantages from machine learning to generate models to assist in predicting and detecting cybercrimes. The researchers have proven that the majority of the models can work effectively in identifying cybercrime, they can span from 70% to 90% in accuracy measuring. The objective of this research paper is to conduct experimental techniques comparison analysis for cyber-crime detection by reviewing all possible machine learning algorithms for automatic detection. The key focus of the study is on the use of eight classifiers models which are Logistic Regression (LR), Decision Tree (DT), K-nearest Neighbors (KNN), Support Vector Machine (SVM), Naive Bayes (NB), Random Forest (RF), eXtreme Gradient Boosting (XGBoost) and Multiple layer perception (MLP). From the experiment conducted, the high prediction came from MLP which is 96% accuracy of the cyber-crime methods based on existing cyber-crime data.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126491635","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

Smart Cities with Recognizance in Air Quality 空气质量得到认可的智慧城市

2022 International Visualization, Informatics and Technology Conference (IVIT) Pub Date : 2022-11-01 DOI: 10.1109/IVIT55443.2022.10033375

Ritu Chuahan, Nidhi Gola, Eiad Yafi, Megat Farez, M. Prasad

{"title":"Smart Cities with Recognizance in Air Quality","authors":"Ritu Chuahan, Nidhi Gola, Eiad Yafi, Megat Farez, M. Prasad","doi":"10.1109/IVIT55443.2022.10033375","DOIUrl":"https://doi.org/10.1109/IVIT55443.2022.10033375","url":null,"abstract":"The worldwide populace keeps on developing at a consistent speed, and more individuals are moving to urban communities. This led to the generation of idea of smart cities which eventually builds the sustainable environment around the world by advancing technologies which can implacably applied to understand and control various processes of the city which are subjected on water, air and energy. In current study of approach, the focus relies specifically on atmospheric pollutants which arise due to industries, factories, mining, and the combustion of fossil fuels. These activities release air pollutants that are harmful to all living things including Sulphur dioxide, nitrogen dioxide, carbon monoxide, ozone, and various others air pollutants. Additionally, it is a major risk factor for several health conditions, including bronchitis, lung cancer, heart problems, throat and eye disorders, asthma, skin infections, and respiratory system ailments. The aim of the current study was to conduct discrete factor analysis to analyze the factors which are responsible for degradation of the air quality. The proposed study is carried out in two phases, with the first phase measured the variation in the AQI (Air Quality Index) value of different smart cities of India for years 2015-2020, whereas in second phase we analyze the contribution of different gases such as NO2, NO, benzene, toluene, xylene, O3, CO, SO2, NOx towards the AQI value.","PeriodicalId":325667,"journal":{"name":"2022 International Visualization, Informatics and Technology Conference (IVIT)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132334658","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