2021 7th International Conference on Web Research (ICWR)最新文献_第3页

Motion Object Detection and Tracking Optimization in Autonomous Vehicles in Specific Range with Optimized Deep Neural Network 基于优化深度神经网络的特定范围自动驾驶汽车运动目标检测与跟踪优化

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443120

Fahimeh Nezhadalinaei, Lei Zhang, Mohammad Mahdizadeh, Faezeh Jamshidi

{"title":"Motion Object Detection and Tracking Optimization in Autonomous Vehicles in Specific Range with Optimized Deep Neural Network","authors":"Fahimeh Nezhadalinaei, Lei Zhang, Mohammad Mahdizadeh, Faezeh Jamshidi","doi":"10.1109/ICWR51868.2021.9443120","DOIUrl":"https://doi.org/10.1109/ICWR51868.2021.9443120","url":null,"abstract":"Autonomous Vehicles have become increasingly popular around the world in recent years. The potential of this technology is clear and transportation is expected to change dramatically over what is known today. The advantages of Autonomous Vehicles are pollution reduction in urban areas due to improved driving and fuel efficiency to help control traffic flow and parking problems. In addition, Autonomous Vehicles accelerate people and cargo transportation, as well as reducing human errors. There are a variety of issues in the field of Autonomous Vehicles which one of them is the issue of detecting and tracking motion objects as obstacles. In this article, we presented a novel method to optimizing motion objects detection and tracking from the KITTI data set in Autonomous Vehicles in a specific range in between 50 to 80 meters. This approach proposes a real-time and simultaneous structure for motion detection and tracking, so that the data fully enter the combined method called CRF-based Deep Spiking Neural Network with Probabilistic Particle Filter (PPF-DSNN). In fact, CRF-based deep spiking neural network is used to train and test data to extract features and probabilistic particle filtering methods with the aim of detecting and tracking these moving objects. The results represent that proposed approach is highly efficient in comparison to recent methods.","PeriodicalId":377597,"journal":{"name":"2021 7th International Conference on Web Research (ICWR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133206737","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: 2

An Efficient Compression Method to Improve Energy Consumption in WBANs 一种提高wban能耗的有效压缩方法

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443125

Mahdieh HajilooVakil, Mohammad Javad Khani, Z. Shirmohammadi

{"title":"An Efficient Compression Method to Improve Energy Consumption in WBANs","authors":"Mahdieh HajilooVakil, Mohammad Javad Khani, Z. Shirmohammadi","doi":"10.1109/ICWR51868.2021.9443125","DOIUrl":"https://doi.org/10.1109/ICWR51868.2021.9443125","url":null,"abstract":"One of the most essential services that allow the patient to remotely monitor and check vital signs of the patient to diagnose and treat the patient without physically attending the treatment center is wireless body area networks (WBANs). In WBANs, tiny sensors that charge limited batteries work together. These sensors can be placed on the human body or inside it. Because of limited energy consumption of these sensors, energy efficiency is one of the most critical challenges in WBANs. One way to improve and reduce energy consumption in these sensors is to compress the data. In this paper, a method is presented that is a modification of Huffman method. In this paper, for the first time in the field of Wireless Body Area Networks, Huffman method has been modified to be more compatible with the limitations of Wireless Body Area Networks. Then Modified Huffman method has been implemented on medical data and finally compared with previous methods presented in this field. The results in the diagrams show the Modified Huffman method performs better than the NIS and saves 1770 units of energy more than the NIS method. As a result, compression data using the Modified Huffman method stores 11.8% more energy than the NIS.","PeriodicalId":377597,"journal":{"name":"2021 7th International Conference on Web Research (ICWR)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121836225","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

Informed intertextuality in the conspiracy theories on Covid-19 within Social Media 社交媒体中Covid-19阴谋论的知情互文性

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443115

U. Hashmi, R. Ab Rashid, Hassam Ahmad Hashmi

引用次数: 0

On-demand Test as a Web Service Process (OTaaWS Process) 按需测试作为Web服务流程(OTaaWS流程)

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443109

Elahe Habibi, S. Mirian-Hosseinabadi

引用次数: 2

Deep Learning-based Sentiment Analysis in Persian Language 基于深度学习的波斯语情感分析

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443152

Mohammad Heydari, Mohsen Khazeni, Mohammad Ali Soltanshahi

引用次数: 2

MC-GAN: A Reimplementation of GameGAN With a Gaming Perspective MC-GAN:用游戏视角重新实现GameGAN

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443138

Saeid Ghasemshirazi, Ghazaleh Shirvani, Saeed Raisi

{"title":"MC-GAN: A Reimplementation of GameGAN With a Gaming Perspective","authors":"Saeid Ghasemshirazi, Ghazaleh Shirvani, Saeed Raisi","doi":"10.1109/ICWR51868.2021.9443138","DOIUrl":"https://doi.org/10.1109/ICWR51868.2021.9443138","url":null,"abstract":"Creating games is a costly process involving tons of vigorous efforts, time, and resources. Different game engines were introduced to facilitate the game-making process, such as Unreal Engine, Unity, and Godot. However, despite the advent of game engines, the vacuum of automatically creating new games by computers was still felt. With artificial intelligence (AI) development and its growing presence in the industry, game developers made a new game development branch using AI. One of the essential steps in this context was the introduction of GameGAN, which inspired us for this article. Here we propose Multi-Class GamgeGan(MC-GAN), a starting point for the next generation of game engines based on GameGAN. In addition, MC-GAN is capable of classifying each desired game element and even changing its class to change the element’s nature (e.g., MC-GAN can change static elements to dynamic ones). Moreover, MC-GAN uses only one complex model trained once per game. Once it is trained for that specific game, there will be no need for training to produce a new level of that game, a considerable step in the developing industry. Considering that MC-GAN is only the beginning of this big journey; therefore, it is now the best choice for developing web games since they are compact and straightforward. This article first briefly introduces GamGAN and its features; afterward, we get through MC-GAN features and compare them to other similar works.","PeriodicalId":377597,"journal":{"name":"2021 7th International Conference on Web Research (ICWR)","volume":"77 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113933234","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

Subjective Logic-Based Model to Consider Uncertainty in Information Diffusion 基于主观逻辑的信息扩散不确定性模型

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443155

Pooria Taghizadeh Naderi, F. Taghiyareh

引用次数: 1

An Importance-Performance Analysis of Factors Affecting the Performance of Knowledge Collaboration in Virtual Teams Among the Scientific Activists in Iran’s Agricultural Field 伊朗农业领域科技积极分子虚拟团队知识协作绩效影响因素的重要性-绩效分析

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443127

Shirin Fereidoonian, H. Yazdani, S. Jafari

{"title":"An Importance-Performance Analysis of Factors Affecting the Performance of Knowledge Collaboration in Virtual Teams Among the Scientific Activists in Iran’s Agricultural Field","authors":"Shirin Fereidoonian, H. Yazdani, S. Jafari","doi":"10.1109/ICWR51868.2021.9443127","DOIUrl":"https://doi.org/10.1109/ICWR51868.2021.9443127","url":null,"abstract":"Knowledge collaboration (KC) is an essential concept for improving knowledge management, emphasizing not only the efficiency of knowledge but also the effectiveness. In many companies, KC is facing new challenges, especially in virtual teams’ performance. The Importance-Performance Analysis (IPA) matrix is a useful tool to help managers overcome this issue. This study aims to determine the importance-performance of the factors affecting KC in virtual teams among Iranian scientific activists in the agricultural field to give the managers a strategic perspective and improve the KC performance in virtual work teams. Electronic questionnaires were distributed and collected. Using the mean-test, through the IPA matrix, the data was analyzed. Findings were demonstrated for each affecting factor. Then based on the analysis, management suggestions are proposed to improve KC performance. The IPA grids illustrated that the value factor fell into the \"concentrate here\" quadrant, which is the most strategic part for managers to focus on. This study enhances the theory of KC and provides a practical reference for managing KC in virtual teams. Using the extracted reports from the IPA, managers can have a proper perspective to take action in their future knowledge management strategies.","PeriodicalId":377597,"journal":{"name":"2021 7th International Conference on Web Research (ICWR)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114188438","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

Identifying the Obstacles of Implementing E-Learning in Iraqi Universities 确定伊拉克大学实施电子学习的障碍

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443154

G. Montazer, Yasser Kareem Al-Rikabi

{"title":"Identifying the Obstacles of Implementing E-Learning in Iraqi Universities","authors":"G. Montazer, Yasser Kareem Al-Rikabi","doi":"10.1109/ICWR51868.2021.9443154","DOIUrl":"https://doi.org/10.1109/ICWR51868.2021.9443154","url":null,"abstract":"Technological complexity and developments in the information and knowledge revolution, the implications of globalization and the secretions of demographic changes in the world have a great impact on educational institutions and universities. Based on the development of skills and experiences through the adoption of several strategies which including the integration of Information and Communication Technology (ICT) in the educational process and adaption of e-learning as a result of their great influence in the details of the contemporary human society. Higher education in Iraq went through a crisis as a result of difficult general conditions due to wars, which led to a general delay in the educational process in terms of developing and improving Information System and Technologies in Iraqi universities. The use of ICT in education is a systematic and structured process to improve its quality where helps to visualize, implement and evaluate the educational process and helps to implement modern educational system and it also includes educational materials that regulate work, relationships and the behavior of all participants in this process. The process of adopting an e-learning system requires a fertile environment for the success of the application this project. Therefore, this study aims to identifying the obstacles that led to delay in the integrated implementation of the e-learning system and presenting appropriate solutions for weaknesses and setback of implementation. This paper describes the historical development of higher education, e-learning system, the obstacles of implementing of e-learning and its contribution in Iraq, the obstacles of ICT progress in the Iraqi higher education sector and suggested solutions.","PeriodicalId":377597,"journal":{"name":"2021 7th International Conference on Web Research (ICWR)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129674486","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

Relationship Between Preferred Colors of Online Users on Websites and Their Cultural Features 网络用户在网站上的偏好颜色与其文化特征的关系

2021 7th International Conference on Web Research (ICWR) Pub Date : 2021-05-19 DOI: 10.1109/ICWR51868.2021.9443142

Neda Mohammadian

引用次数: 0