Journal of Informatics and Web Engineering最新文献_第2页

Emojis And Miscommunication in Text-Based Interactions Among Nigerian Youths 表情符号与尼日利亚青少年文本互动中的误解

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.15

U. Udoudom, Godwin William, A. Igiri, Ememobong Okon, K. Aruku

{"title":"Emojis And Miscommunication in Text-Based Interactions Among Nigerian Youths","authors":"U. Udoudom, Godwin William, A. Igiri, Ememobong Okon, K. Aruku","doi":"10.33093/jiwe.2024.3.1.15","DOIUrl":"https://doi.org/10.33093/jiwe.2024.3.1.15","url":null,"abstract":"This paper explores the dynamic role of emojis in text-based communication among Nigerian youths and the potential implications for miscommunication. Emojis have become integral to contemporary digital conversations, offering users a visual means of expressing emotions, tone, and context within the constraints of text-based interactions. In the context of Nigeria, a country with a diverse linguistic landscape and a youthful population heavily engaged in online communication, understanding the impact of emojis on interpersonal exchanges becomes particularly pertinent. This paper examines the prevalence and patterns of emoji usage among Nigerian youths across various digital platforms. It investigates the cultural nuances and interpretations associated with emojis within the Nigerian context, considering factors such as regional differences, linguistic diversity, and socio-cultural influences. Furthermore, the study examines instances where emojis may contribute to miscommunication or misunderstanding, potentially exacerbating conflicts or hindering effective communication. Through a comprehensive review of existing literature, online discourse analysis, and case studies, this research aims to shed light on the ways in which emojis influence the interpretation of textual messages and the potential challenges they pose to clear and accurate communication. The study concludes that as digital communication continues to be a primary mode of interaction, it is essential for users to recognize the potential for misinterpretation, prompting the need for increased emoji literacy and awareness.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"6 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139838224","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

Prediction of Student’s Academic Performance through Data Mining Approach 通过数据挖掘方法预测学生的学习成绩

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/2024.3.1.16

Muhammad Mubashar Hussain, Shahzad Akbar, Syed Ale Hassan, Muhammad Waqas Aziz, Farwa Urooj

{"title":"Prediction of Student’s Academic Performance through Data Mining Approach","authors":"Muhammad Mubashar Hussain, Shahzad Akbar, Syed Ale Hassan, Muhammad Waqas Aziz, Farwa Urooj","doi":"10.33093/2024.3.1.16","DOIUrl":"https://doi.org/10.33093/2024.3.1.16","url":null,"abstract":"The universities and institutes produce a large amount of student data that can be used in a disciplinary way and useful information can be extracted by using an automated approach. Educational Data Mining (EDM) is an emerging discipline used in the educational environment to deal with big student data and extract useful information. The data mining of students’ data can help the At-risk students as well as the stakeholders by the early warning. This study aims to predict the performance of the students based on student-related data to increase the overall performance. In existing studies, insufficient attributes and complexity of network models is a problem. The student’s current records and grades need to be analyzed. In this approach, the Levenberg Marquardt Algorithm (MLA) deep learning algorithm is used. The data consists of the class test, attendance, assignment and midterm scores. The neural network model consists of four input variables, three hidden and one output layer. The performance of the deep neural network is evaluated by accuracy, precision, recall and F1 score. The proposed model gained a higher accuracy of 88.6% than existing studies. The study successfully predicts the student's final grades using current academic records. This research will be beneficial to the students, educators and educational authorities as a whole.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"27 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139777062","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

Weather-Based Arthritis Tracking: A Mobile Mechanism for Preventive Strategies 基于天气的关节炎追踪：预防策略的移动机制

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.14

Jin-Lun Goh, Sin-Ban Ho, C. Tan

{"title":"Weather-Based Arthritis Tracking: A Mobile Mechanism for Preventive Strategies","authors":"Jin-Lun Goh, Sin-Ban Ho, C. Tan","doi":"10.33093/jiwe.2024.3.1.14","DOIUrl":"https://doi.org/10.33093/jiwe.2024.3.1.14","url":null,"abstract":"Arthritis is a common joint disorder characterised by symptoms such as swelling, pain, stiffness, and limited joint movement. It primarily affects older individuals, women, and athletes. The advent of information technology has created opportunities for patients to manage their health conditions more effectively. Research indicates that weather can affect arthritis symptoms, with many patients experiencing severe discomfort during rainy weather due to the expansion of already inflamed tissues. However, there is currently no mobile application mechanism available that combines weather forecasting with health recommendations for arthritis patients, which means that patients may not have access to important information that could help them manage their symptoms. Furthermore, few research workflows have focused on weather conditions in online arthritis treatment systems. This research aims to develop a weather-based mobile system for arthritis tracking that provides health advice and alerts based on current and forecast weather conditions, as well as features to help patients track how weather affects their arthritis. This system utilises several tools for its development. The Flutter Framework is used for creating mobile apps, while Firebase is chosen as the cloud-hosted database. Visual Studio Code and Android Studio are utilised as the code editor and Android emulator, respectively. Information about weather forecasts is retrieved via the OpenWeather API. The application mechanism will feature a user-friendly interface to help users stay updated on weather forecasts, and it will collect data in a reliable and user-centric manner for generating robust evidence on health outcomes.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"41 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139777527","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

An In-Depth Analysis on Efficiency and Vulnerabilities on a Cloud-Based Searchable Symmetric Encryption Solution 深入分析基于云的可搜索对称加密解决方案的效率和漏洞

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.19

Prithvi Chaudhari, Ji-Jian Chin, Soeheila Moesfa Mohamad

{"title":"An In-Depth Analysis on Efficiency and Vulnerabilities on a Cloud-Based Searchable Symmetric Encryption Solution","authors":"Prithvi Chaudhari, Ji-Jian Chin, Soeheila Moesfa Mohamad","doi":"10.33093/jiwe.2024.3.1.19","DOIUrl":"https://doi.org/10.33093/jiwe.2024.3.1.19","url":null,"abstract":"Searchable Symmetric Encryption (SSE) has come to be as an integral cryptographic approach in a world where digital privacy is essential. The capacity to search through encrypted data whilst maintaining its integrity meets the most important demand for security and confidentiality in a society that is increasingly dependent on cloud-based services and data storage. SSE offers efficient processing of queries over encrypted datasets, allowing entities to comply with data privacy rules while preserving database usability. Our research goes into this need, concentrating on the development and thorough testing of an SSE system based on Curtmola’s architecture and employing Advanced Encryption Standard (AES) in Cypher Block Chaining (CBC) mode. A primary goal of the research is to conduct a thorough evaluation of the security and performance of the system. In order to assess search performance, a variety of database settings were extensively tested, and the system's security was tested by simulating intricate threat scenarios such as count attacks and leakage abuse. The efficiency of operation and cryptographic robustness of the SSE system are critically examined by these reviews.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"20 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139777575","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

GoHoliday: Development of An Improvised Mobile Application for Boutique Hotels and Resorts GoHoliday：为精品酒店和度假村开发改进型移动应用程序

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.13

Iftiaj Alom, Ismail Ahmed Al-Qasem Al-Hadi, Neesha Jothi, Sook Fern Yeo

引用次数: 0

Weather-Based Arthritis Tracking: A Mobile Mechanism for Preventive Strategies 基于天气的关节炎追踪：预防策略的移动机制

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.14

Jin-Lun Goh, Sin-Ban Ho, C. Tan

{"title":"Weather-Based Arthritis Tracking: A Mobile Mechanism for Preventive Strategies","authors":"Jin-Lun Goh, Sin-Ban Ho, C. Tan","doi":"10.33093/jiwe.2024.3.1.14","DOIUrl":"https://doi.org/10.33093/jiwe.2024.3.1.14","url":null,"abstract":"Arthritis is a common joint disorder characterised by symptoms such as swelling, pain, stiffness, and limited joint movement. It primarily affects older individuals, women, and athletes. The advent of information technology has created opportunities for patients to manage their health conditions more effectively. Research indicates that weather can affect arthritis symptoms, with many patients experiencing severe discomfort during rainy weather due to the expansion of already inflamed tissues. However, there is currently no mobile application mechanism available that combines weather forecasting with health recommendations for arthritis patients, which means that patients may not have access to important information that could help them manage their symptoms. Furthermore, few research workflows have focused on weather conditions in online arthritis treatment systems. This research aims to develop a weather-based mobile system for arthritis tracking that provides health advice and alerts based on current and forecast weather conditions, as well as features to help patients track how weather affects their arthritis. This system utilises several tools for its development. The Flutter Framework is used for creating mobile apps, while Firebase is chosen as the cloud-hosted database. Visual Studio Code and Android Studio are utilised as the code editor and Android emulator, respectively. Information about weather forecasts is retrieved via the OpenWeather API. The application mechanism will feature a user-friendly interface to help users stay updated on weather forecasts, and it will collect data in a reliable and user-centric manner for generating robust evidence on health outcomes.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"44 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139837111","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

Personalized Healthcare: A Comprehensive Approach for Symptom Diagnosis and Hospital Recommendations Using AI and Location Services 个性化医疗：利用人工智能和定位服务进行症状诊断和医院推荐的综合方法

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.8

Seng-Keong Tan, Siew-Chin Chong, Kuok-Kwee Wee, Lee-Ying Chong

引用次数: 0

Term Standardisation With LDA Model To Detect Service Disruption Events Using English And Manglish Tweets 利用 LDA 模型实现术语标准化，使用英语和孟加拉语推文检测服务中断事件

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.1

Noraysha Yusuf, Maizatul Akmar Ismail, Tasnim M. A. Zayet, Kasturi Dewi Varathan, Rafidah MD Noor

引用次数: 0

Sentiment Analysis using Support Vector Machine and Random Forest 使用支持向量机和随机森林进行情感分析

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.5

Talha Ahmed Khan, Rehan Sadiq, Zeeshan Shahid, Muhammad Mansoor Alam, Mazliham Mohd Su'ud

{"title":"Sentiment Analysis using Support Vector Machine and Random Forest","authors":"Talha Ahmed Khan, Rehan Sadiq, Zeeshan Shahid, Muhammad Mansoor Alam, Mazliham Mohd Su'ud","doi":"10.33093/jiwe.2024.3.1.5","DOIUrl":"https://doi.org/10.33093/jiwe.2024.3.1.5","url":null,"abstract":"Sentiment analysis, is commonly known as opinion mining, is a vital field in natural language processing (NLP) that claims to find out the sentiment or emotion expressed in a given text. This research paper demonstrates an exhaustive survey of sentiment analysis, focusing on the application of machine learning techniques. Comprehensive parametric literature review has been completed to determine the sentiment analysis using SVM and Random Forest. Additionally, the paper covers preprocessing techniques, feature extraction, model training, evaluation, and challenges encountered in sentiment analysis. The findings of this research contribute to a deeper understanding of sentiment analysis and provide insights into the effectiveness of machine learning approaches in this domain. Based on the results obtained, two machine learning algorithms named as Random Forest and SVM were evaluated based on their accuracy in a classification task. The Random Forest algorithm achieved an accuracy of 0.78564, while SVM outperformed it slightly with an accuracy of 0.80394. Both Random Forest and SVM have demonstrated their strengths in achieving respectable accuracies in the given classification task. These results suggest that SVM, with its slightly higher accuracy of 0.80394, may be a more suitable choice when accuracy is the primary concern. However, the basic configuration need and characteristics of the problem at hand should be considered when choosing the better algorithm with better results.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"115 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139836578","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

Modelling of Virtual Campus Tour in Minecraft 用 Minecraft 制作虚拟校园参观模型

Journal of Informatics and Web Engineering Pub Date : 2024-02-14 DOI: 10.33093/jiwe.2024.3.1.2

Liyana Tan Lin, Han-Foon Neo

{"title":"Modelling of Virtual Campus Tour in Minecraft","authors":"Liyana Tan Lin, Han-Foon Neo","doi":"10.33093/jiwe.2024.3.1.2","DOIUrl":"https://doi.org/10.33093/jiwe.2024.3.1.2","url":null,"abstract":"Virtual tours have revolutionized the way to explore and experience places from the comfort of our own home. Through advanced technology and immersive digital platforms, virtual tours offer a compelling alternative to tradition face-to-face visits. Whether a famous landmark, museum, real estate or natural wonders, virtual tours offer a unique opportunity to navigate and discover these places form a distance. Meanwhile, creating a virtual tour in Minecraft can provide a unique and immersive experience that sets the users apart from other virtual tour platforms. Minecraft is one of the most popular video games in the world and boasts a large and dedicated community of players. Using Minecraft for a virtual tour allow users to reach a larger audience who are already familiar with the game, increasing the likelihood of engagement and participation. In this paper, the aim is to create a virtual campus tour in Minecraft to give the visitors an immersive and interactive experience with creative freedom. A series of buildings have been built such as Siti Hasmah Digital Library, Common Lecture Complex (CLC) and Smart Lab. Visitors can move around the campus with some gameplay mechanics using mouse and keyboard. Building information was also integrated so visitors can see details about each building during the virtual tour. The virtual tour provides access, comfort and a sense of connection to prospective students, their families and international visitors. Additionally, it serves as a low-cost marketing tool that increases engagement, attracts potential students, researchers and staff and ultimately benefits the University’s recruitment efforts.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"445 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139837020","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