International Journal of Data and Network Science最新文献

Assessing cognitive flexibility: Quantitative insights into the impact of adaptive learning technologies in special education 评估认知灵活性：对特殊教育中适应性学习技术影响的定量分析

International Journal of Data and Network Science Pub Date : 2024-06-07 DOI: 10.5267/j.ijdns.2024.3.019

Hatem Alqudah, Mohamad Ahmad Saleem Khasawneh

{"title":"Assessing cognitive flexibility: Quantitative insights into the impact of adaptive learning technologies in special education","authors":"Hatem Alqudah, Mohamad Ahmad Saleem Khasawneh","doi":"10.5267/j.ijdns.2024.3.019","DOIUrl":"https://doi.org/10.5267/j.ijdns.2024.3.019","url":null,"abstract":"This study employed quantitative methods to evaluate the influence of adaptive learning technology on the cognitive flexibility of students with special needs. Participants were recruited from special education schools using a purposive selection strategy. The Wisconsin Card Sorting Test (WCST) was utilized as a tool to assess cognitive flexibility. The data was analyzed using descriptive statistics, paired-samples t-test, correlation analysis, and regression analyses. The findings demonstrated a notable enhancement in WCST scores after the intervention, suggesting that adaptive learning technologies have a beneficial effect on cognitive flexibility. Regression studies revealed that various types of adaptive learning technologies had varied levels of efficacy, with Tech A showing the most significant beneficial impact. Surprisingly, demographic factors such as age, gender, and educational attainment demonstrated little and statistically insignificant associations with alterations in cognitive flexibility levels. The findings emphasize the potential of adaptive learning technologies as effective therapies for improving cognitive flexibility in kids with special needs. It underscores the significance of evaluating specific characteristics and design principles to maximize their efficacy.","PeriodicalId":36543,"journal":{"name":"International Journal of Data and Network Science","volume":" 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141371418","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

Evaluation of factors affecting university students' satisfaction with e-learning systems used dur-ing Covid-19 crisis: A field study in Jordanian higher education institutions 评估影响大学生对2019冠状病毒病危机期间使用的电子学习系统满意度的因素:在约旦高等教育机构的实地研究

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2022.11.003

R. Masa’deh, D. Almajali, Ala'aldin Alrowwad, Rami Suleiman Alkhawaldeh, Sufian M Khwaldeh, B. Obeidat

{"title":"Evaluation of factors affecting university students' satisfaction with e-learning systems used dur-ing Covid-19 crisis: A field study in Jordanian higher education institutions","authors":"R. Masa’deh, D. Almajali, Ala'aldin Alrowwad, Rami Suleiman Alkhawaldeh, Sufian M Khwaldeh, B. Obeidat","doi":"10.5267/j.ijdns.2022.11.003","DOIUrl":"https://doi.org/10.5267/j.ijdns.2022.11.003","url":null,"abstract":"E-learning results from the integration of technology and education and has become an effective learning medium today. E-learning courses and systems with various services are on the rise owing to its importance. E-learning systems should be evaluated to assure successful delivery, effective usage, and positive impacts on learners. A holistic model that identifies various levels of success on a vast range of success determinants was proposed. The model was empirically validated using data obtained from 724 e-learning student users in Jordan. Structural Equation Modelling (SEM) was used in data analyses. Results showed that perceived usefulness of information systems, user training, system quality, and management support have positive effects on user’s behavioral intention; whereas perceived ease of use has not. Also, SEM displayed that user behavioral intention has a positive effect on information systems use, use on student satisfaction, and the latter on student loyalty. Machine Learning (ML) methods produce high correlation values reaching up to 80% in predicting Behavior Intention (BI) from the input factors, and student loyalty from student satisfaction factors. This indicates that the ML are promising techniques to forecast the future targets based on the input independent features.","PeriodicalId":36543,"journal":{"name":"International Journal of Data and Network Science","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70769940","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

Implementation of artificial intelligence in Indonesia 人工智能在印尼的实施

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2022.10.005

Y. Yusriadi, Rusnaedi Rusnaedi, N. Siregar, Suci Megawati, Geminastiti Sakkir

引用次数: 6

The role of e-billing and e-SPT implementation on user satisfaction of e-filing taxpayers 电子开票和e-SPT实施对电子申报纳税人用户满意度的影响

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2022.12.014

P. I. Setyoko, M. Faozanudin, W. Wahyuningrat, Bambang Tri Harsanto, Simin Simin, A. Isna, Abdul Rohman

{"title":"The role of e-billing and e-SPT implementation on user satisfaction of e-filing taxpayers","authors":"P. I. Setyoko, M. Faozanudin, W. Wahyuningrat, Bambang Tri Harsanto, Simin Simin, A. Isna, Abdul Rohman","doi":"10.5267/j.ijdns.2022.12.014","DOIUrl":"https://doi.org/10.5267/j.ijdns.2022.12.014","url":null,"abstract":"The study investigates the effects of system quality and service quality on e-filing user satisfaction as well as the effect of information quality on e-filing user satisfaction through quantitative research. The variables in this study consist of the dependent variable, namely e-filing user satisfaction, while the independent variables are system quality, information quality, and service quality. The population in this study is the taxpayer. The sample in this study includes 340 taxpayer respondents in Indonesia who were calculated using the Slovin formula, with the research instrument in the form of a questionnaire measured using a Likert scale 1 to 7. The sample collection technique in this study uses the incidental sampling method, with the research instrument using an online questionnaire distributed via social media. The sample collection method in this study used incidental sampling. The data analysis technique in this study used structural equation modeling (SEM) with SmartPLS 3.0 software tools. The results of this study indicate that system quality has a positive effect on e-filing user satisfaction. Information quality also has a positive effect on e-filing user satisfaction. Finally, service quality has a positive effect on e-filing user satisfaction.","PeriodicalId":36543,"journal":{"name":"International Journal of Data and Network Science","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70770738","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

Gender equality and social inclusion (GESI) and institutions as key drivers of green entrepreneurship 性别平等和社会包容(GESI)以及制度是绿色创业的关键驱动力

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2022.9.008

P. Prasetyo, A. Azwardi, N. R. Kistanti

引用次数: 2

Awareness model for minimizing the effects of social engineering attacks in web applications 用于最小化web应用程序中社会工程攻击影响的感知模型

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2023.1.010

Maher Al-khateeb, M. Al-Mousa, Ala’a Saeb Al-Sherideh, D. Almajali, Mahmoud Asassfeha, Hayel Khafajeh

{"title":"Awareness model for minimizing the effects of social engineering attacks in web applications","authors":"Maher Al-khateeb, M. Al-Mousa, Ala’a Saeb Al-Sherideh, D. Almajali, Mahmoud Asassfeha, Hayel Khafajeh","doi":"10.5267/j.ijdns.2023.1.010","DOIUrl":"https://doi.org/10.5267/j.ijdns.2023.1.010","url":null,"abstract":"Social Engineering (SE) Attacks against information systems continue to pose a potentially devastating impact. Security information systems are becoming increasingly significant as the number of SE incidents rapidly increased and became more aggressive than before. The World Wide Web (WWW) has evolved for information exchange and knowledge-sharing. It enables the sharing of information in a timely, effective, and transparent manner. Identity theft and identity misuse are two sides of cybercrime in which hackers and fraudulent users collect sensitive information from current legal users in order to perform fraud or deceit for financial gain. Malicious links are used as phishing methods, in which malicious links are planted beneath legitimate-looking links. As the number of web pages grows, the number of malicious web pages and the attacks of such become more complex. In this paper, we provide a method for identifying malicious web pages using a crawling and classification approach that helps to support the automatic discovery of the malicious links. The proposed approach can successfully complete the crawling session even if the page requires partial page refreshment and authentication credentials. The evaluation of the proposed approach shows a higher accuracy compared to an existing approach with an overall accuracy of 72% in three custom applications. Moreover, the proposed approach will calculate the significance and the impact severances of each link on the website and it better differentiates malicious web pages and normal links. The results of the proposed approach will also help in providing a set of recommendations which can increase the awareness level of the end-users, website administrators on how to better deal with these types of SE attacks.","PeriodicalId":36543,"journal":{"name":"International Journal of Data and Network Science","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70775551","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

A trust management model in internet of vehicles 车联网中的信任管理模型

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2023.2.003

Fayez Alazemi, A. Al-Mulla, M. Al-Akhras, Mohammed Alawairdhi, Marwah Al-Masri, Hani Omar, H. Alshareef

{"title":"A trust management model in internet of vehicles","authors":"Fayez Alazemi, A. Al-Mulla, M. Al-Akhras, Mohammed Alawairdhi, Marwah Al-Masri, Hani Omar, H. Alshareef","doi":"10.5267/j.ijdns.2023.2.003","DOIUrl":"https://doi.org/10.5267/j.ijdns.2023.2.003","url":null,"abstract":"The Internet of Things (IoT) is one of the most evolving technologies, which has a major impact on our daily life. Almost all new devices will have a feature to be connected and controlled over the Internet. Several applications are utilizing IoT to enhance routine processes and actions efficiently. The Internet of Vehicles (IoV) evolved from IoT, where vehicles communicate with each other or with other objects to have a better transportation environment to reduce the number of accidents and save people’s lives. IoV is considered new fields that need security requirements including confidentiality, integrity, availability, authentication, and trust. Trust management technique is used to validate entities behaviors automatically against well-defined policies. The major categories of trust model in IoV are based on entity, data, or a combination of both. This paper proposes a trust model which is based on a combination of entity and data to define the trust of vehicles and utilize the public key infrastructure to distribute certificates to vehicles. Based on certificate validation, messages will be trusted and accepted. This model has been tested across different simulation scenarios which showed that the proposed model detected malicious vehicles and trusted vehicles did not accept their messages.","PeriodicalId":36543,"journal":{"name":"International Journal of Data and Network Science","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70775900","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

SEM-machine learning-based model for perusing the adoption of metaverse in higher education in UAE 阿联酋高等教育采用元宇宙的基于sem -机器学习模型

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2023.3.005

A. Aburayya, S. Salloum, Khaled Younis Alderbashi, Fanar Shwedeh, Yara Shaalan, Raghad M. Alfaisal, Sawsan JM Malaka, K. Shaalan

{"title":"SEM-machine learning-based model for perusing the adoption of metaverse in higher education in UAE","authors":"A. Aburayya, S. Salloum, Khaled Younis Alderbashi, Fanar Shwedeh, Yara Shaalan, Raghad M. Alfaisal, Sawsan JM Malaka, K. Shaalan","doi":"10.5267/j.ijdns.2023.3.005","DOIUrl":"https://doi.org/10.5267/j.ijdns.2023.3.005","url":null,"abstract":"The metaverse is an imaginary network of parallel universes. Using this technology might liven up dull lecture halls. By expanding synchronous communication into the \"metaverse,\" many individuals may have meaningful conversations and exchange perspectives. This research focuses on finding out how medical students in the UAE feel about the metaverse system. The conceptual model incorporates elements from the Technology Acceptance Model (TAM), including perceived value and perceived ubiquity as adoption determinants. To test the validity of the suggested framework, a survey was developed and distributed to 369 full-time students at one of the universities in the United Arab Emirates (UAE). Machine learning (ML) and structural equation modeling using partial least squares (PLS-SEM) are used for data analysis. According to the results, the extent to which users saw value in and adoption of the metaverse system was a significant factor in whether or not they intended to participate. This study was helpful since it elucidated the relative significance of various healthcare components, allowing professionals to prioritize their efforts better.","PeriodicalId":36543,"journal":{"name":"International Journal of Data and Network Science","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70776131","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: 4

An investigation into the effect of social support on job performance and job satisfaction in the Jordanian insurance industry 社会支持对约旦保险业工作绩效和工作满意度影响的调查

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2023.3.020

Asaad Alsakarneh, Bilal Eneizan, B. Fraihat, Hebah Zaki Makhamreh, S. AL-Gharaibeh, Khaled M. K. Alhyasat

引用次数: 0

The effect of system reliability, information sharing and service quality on e-learning net benefit in public sector organizations 系统可靠性、信息共享和服务质量对公共部门组织电子学习净效益的影响

International Journal of Data and Network Science Pub Date : 2023-01-01 DOI: 10.5267/j.ijdns.2023.3.024

Umul Hidayati, S. Sumarni, S. Suprapto, Lisa’diyah Ma’rifataini, Farida Hanun, O. Taufik, Warnis Warnis

{"title":"The effect of system reliability, information sharing and service quality on e-learning net benefit in public sector organizations","authors":"Umul Hidayati, S. Sumarni, S. Suprapto, Lisa’diyah Ma’rifataini, Farida Hanun, O. Taufik, Warnis Warnis","doi":"10.5267/j.ijdns.2023.3.024","DOIUrl":"https://doi.org/10.5267/j.ijdns.2023.3.024","url":null,"abstract":"The purpose of this study was to investigate how public sector workers in Indonesia use e-learning systems and how they can benefit from them. The researchers analyzed five variables that contribute to the effectiveness of e-learning: system reliability, information sharing, service quality, user satisfaction, and net benefit. Structural Equation Model analysis was used to analyze the data collected from 203 respondents who were public sector employees in Indonesia. The findings of this study revealed that information sharing, and service quality significantly impact user satisfaction, which in turn has a significant effect on net benefits. Additionally, system reliability was found to significantly impact user satisfaction. This theoretical implication suggests that there is a direct relationship between the level of information sharing and service quality provided by a public sector organization and the level of user satisfaction experienced by its usage of e-learning. The practical implication of the finding is that public sector organizations must prioritize the reliability of their e-learning systems. This includes investing in regular maintenance and updates, ensuring proper testing and quality control procedures, and addressing any issues or downtime quickly and effectively.","PeriodicalId":36543,"journal":{"name":"International Journal of Data and Network Science","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70776454","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