2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI)最新文献

HarX: Real-time harassment detection tool using machine learning HarX:使用机器学习的实时骚扰检测工具

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664755

Kainat Rizwan, Sehar Babar, Sania Nayab, M. Hanif

引用次数: 3

A Review on Modern Analytical Methods for Detecting and Quantifying Adulteration in Honey 蜂蜜中掺假的现代检测与定量分析方法综述

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664767

Mokhtar A. Al-Awadhi, R. Deshmukh

引用次数: 1

Development of a Learning Analytics extension in Open edX Open edX中学习分析扩展的开发

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664754

Youness Chaabi, Yahya Al-Ashmoery

{"title":"Development of a Learning Analytics extension in Open edX","authors":"Youness Chaabi, Yahya Al-Ashmoery","doi":"10.1109/MTICTI53925.2021.9664754","DOIUrl":"https://doi.org/10.1109/MTICTI53925.2021.9664754","url":null,"abstract":"Persistence in online courses remains a concern for various institutions. The case of (Massive Open Online Courses) MOOCs represents a particular situation of online courses with an even higher dropout rate. This type of training highlights problems that have already been identified such as sociological isolation of the learner, loss of motivation, empowerment of the learner, acquisition of identity within a group and appreciation of the group pedagogical progress. In this context, the importance of a follow-up by a human tutor is unanimously recognized by the different a ctors. Despite the numerous services offered by open and distance learning platforms, one of the main difficulties encountered by tutors in this task is to have a sufficient understanding of what the distant learners are doing. One way that seems particularly promising to solve this problem is the exploitation of interaction traces left by learners within MOOCs, and the elaboration of indicators that can help the tutor in monitoring learners’ activities. This is why it seems imperative to me to propose a tool to visualize the work accomplished by each learner. The system must provide indicators that help the tutor to appreciate the work of the learners.","PeriodicalId":218225,"journal":{"name":"2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI)","volume":"777 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133005113","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

Utilizing Multi-Agent Systems Approach in Firefly Algorithm 多智能体系统方法在萤火虫算法中的应用

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664757

Arian Yousefiankalareh, Taraneh Kamyab, Ali Mojarrad Ghahfarokhi, Fatemehalsadat Beheshtinejad, Hossein Mirzanejad, Shahaboddin Seddighi

{"title":"Utilizing Multi-Agent Systems Approach in Firefly Algorithm","authors":"Arian Yousefiankalareh, Taraneh Kamyab, Ali Mojarrad Ghahfarokhi, Fatemehalsadat Beheshtinejad, Hossein Mirzanejad, Shahaboddin Seddighi","doi":"10.1109/MTICTI53925.2021.9664757","DOIUrl":"https://doi.org/10.1109/MTICTI53925.2021.9664757","url":null,"abstract":"Generally, using collective intelligence is one of the interesting topics is researchers of recent years, which its purpose is modeling creatures’ simple behaviors and their interaction with the environment and neighbor creatures to obtain more complex behaviors. We could utilize algorithms based on collective intelligence to solve complicated problems like optimization problems. So far, various algorithms have been purposed in this field which firefly algorithm is a variant of these. In this algorithm, each member acts as a better response concerning itself. However, this algorithm has some drawbacks like the consistency of parameters value, lack of balance between local search and global search, and others. On one hand, multi-agent systems are software systems that contain sets of agents. These agents perform their tasks together to solve a problem and reach the desired purpose. In this paper, we have tried to utilize a multi-agent system, in addition to meta-heuristic optimization algorithms, to improve the performance of the firefly algorithm to better cooperate warms populations with each other. The results of the experiment show the acceptable performance of the proposed algorithm.","PeriodicalId":218225,"journal":{"name":"2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121499620","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

IoT Threats and Solutions with Blockchain and Context-Aware Security Design: A Review 物联网威胁和解决方案与区块链和上下文感知安全设计:回顾

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664784

Dana F. Doghramachi, S. Ameen

{"title":"IoT Threats and Solutions with Blockchain and Context-Aware Security Design: A Review","authors":"Dana F. Doghramachi, S. Ameen","doi":"10.1109/MTICTI53925.2021.9664784","DOIUrl":"https://doi.org/10.1109/MTICTI53925.2021.9664784","url":null,"abstract":"Nowadays, the Internet of Things (IoT) applications will increase rapidly, such as smart cities, smart transportation, smart healthcare, and smart things are all composed of the IoT, which connects a wide range of heterogeneous devices. This review paper provides a comprehensive overview of blockchain architectures designed for IoT networks. The IoT has emerged as a sector with enormous impact, potential, and growth, with billions of devices expected to connect to the Internet in the coming years. The first big challenge we will be faced with this big network is security; it must be taken into account. In contrast to other endpoint devices such as smartphones, laptops, and PCs, most IoT devices are more sensitive to assaults. Because of the various specifications and heterogeneity problems, traditional protection primitives cannot be explicitly applied to IoT technologies. This paper investigates these critical and essential issues regarding IoT threats, security requirements, and challenges with particular emphasis on and relation to IoT layered architecture. Next, the paper addresses various existing IoT security technologies to achieve high security for IoT applications. It also addresses how two methods, Blockchain, and context-aware, can help solve many IoT security issues. Finally, the paper assesses and suggests some recommendations for future research in the field of IoT security.","PeriodicalId":218225,"journal":{"name":"2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115098629","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

Energy Conservation Strategies in Wireless Sensor Networks: A Review 无线传感器网络中的节能策略综述

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664777

Sarah Amjad Inad, Khattab M. Ali Alheeti, S. S. Al-Rawi

引用次数: 1

[MTICTI 2021 Front cover] [MTICTI 2021封面]

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/mticti53925.2021.9664768

引用次数: 0

New Intrusion Detection System to Protect MANET Networks Employing Machine Learning Techniques 基于机器学习技术的新型MANET入侵检测系统

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664782

Marwa Mohammed Khalifa, O. Ucan, Khattab M. Ali Alheeti

{"title":"New Intrusion Detection System to Protect MANET Networks Employing Machine Learning Techniques","authors":"Marwa Mohammed Khalifa, O. Ucan, Khattab M. Ali Alheeti","doi":"10.1109/MTICTI53925.2021.9664782","DOIUrl":"https://doi.org/10.1109/MTICTI53925.2021.9664782","url":null,"abstract":"The Intrusion Detection System (IDS) is one of the technologies available to protect mobile ad hoc networks. The system monitors the network and detects intrusion from malicious nodes, aiming at passive (eavesdropping) or positive attack to disrupt the network. This paper proposes a new Intrusion detection system using three Machine Learning (ML) techniques. The ML techniques were Random Forest (RF), support vector machines (SVM), and Naïve Bayes(NB) were used to classify nodes in MANET. The data set was generated by the simulator network simulator-2 (NS-2). The routing protocol was used is Dynamic Source Routing (DSR). The type of IDS used is a Network Intrusion Detection System (NIDS). The dataset was pre-processed, then split into two subsets, 67% for training and 33% for testing employing Python Version 3.8.8. Obtaining good results for RF, SVM and NB when applied randomly selected features in the trial and error method from the dataset to improve the performance of the IDS and reduce time spent for training and testing. The system showed promising results, especially with RF, where the accuracy rate reached 100%.","PeriodicalId":218225,"journal":{"name":"2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123837598","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

Detection of Adulteration in Coconut Milk using Infrared Spectroscopy and Machine Learning 利用红外光谱和机器学习技术检测椰奶中的掺假成分

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664764

Mokhtar A. Al-Awadhi, R. Deshmukh

引用次数: 1

Role of Virtual Reality in Improving Students’ LMS Experiences: Structural Equation Modelling Based Study 虚拟现实在提高学生LMS体验中的作用:基于结构方程模型的研究

2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI) Pub Date : 2021-12-04 DOI: 10.1109/MTICTI53925.2021.9664769

Saadia Anwar Pasha, E. Youssef, Humaira Sharif

{"title":"Role of Virtual Reality in Improving Students’ LMS Experiences: Structural Equation Modelling Based Study","authors":"Saadia Anwar Pasha, E. Youssef, Humaira Sharif","doi":"10.1109/MTICTI53925.2021.9664769","DOIUrl":"https://doi.org/10.1109/MTICTI53925.2021.9664769","url":null,"abstract":"This study focuses on examining the role of Virtual Reality in improving the students’ educational experiences through Learning Management System in Pakistan. The researchers adopted a cross-sectional design and analyzed the gathered data by using survey questionnaires. By using the SEM, findings indicated a strong, significant relationship between Virtual Reality, Expectation Confirmation (p < 0.000), Attitude (p < 0.000), and Knowledge Acquisition (p < 0.000. However, the relationship between Behavioral Intention, Expectation Confirmation (p < 0.451) and Attitude (p < 0.161) remained insignificant. On the other hand, the proposed relationship between Knowledge Acquisition and Behavioral was strongly significant, with the p-value at 0.000. Finally, results revealed a strong, significant relationship between Behavioral Intention and Improved Learning Management System Experiences with the t-value at 10.474 and p-value at 0.000. Thus, this article concluded that it is important to develop and incorporate Virtual and Augmented Reality in education. Especially when the students depend on digital learning platforms, Virtual Reality adoption improves their learning experiences.","PeriodicalId":218225,"journal":{"name":"2021 International Conference of Modern Trends in Information and Communication Technology Industry (MTICTI)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125532325","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