International Journal of Interactive Mobile Technologies最新文献_第4页

Developing a Mobile-Assisted Project-Based Learning Model for a Learning Media Course 为学习媒体课程开发移动辅助项目学习模式

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.41705

Hamdan Husein Batubara, Hasni Noor, Pahri Siregar, Al Ihwanah, Miftahul Husni, Djoko Rohadi Wibowo, Ahmad Maghfurin, Dessy Noor Ariani

{"title":"Developing a Mobile-Assisted Project-Based Learning Model for a Learning Media Course","authors":"Hamdan Husein Batubara, Hasni Noor, Pahri Siregar, Al Ihwanah, Miftahul Husni, Djoko Rohadi Wibowo, Ahmad Maghfurin, Dessy Noor Ariani","doi":"10.3991/ijim.v17i17.41705","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.41705","url":null,"abstract":"The ability to create and use effective learning media is critical to students’ academic success. Therefore, a customized learning model for a learning media course needs to be developed to enhance learning effectiveness. The mobile-assisted project-based learning (PjBL) model was developed under the guidance of the Dick and Carey model to improve student learning outcomes in a learning media course. The validity test conducted for this model received a good score from expert validators, with an average score of 4.50 for usability and presentation, 4.56 for display, and 4.53 for language. The effectiveness test showed a high average n-gain of 0.83 in the one-to-one trial, 0.74 in the small group trial, and 0.73 in the large group trial. In addition, student feedback on the practicality of the mobile-assisted PjBL model was very good, with an average score of 4.31, or 86% of the ideal score. Based on these results, it is highly recommended to implement the mobile-supported PjBL model when teaching a learning media course.","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913498","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

The Effectiveness of Using Mobile Learning Application on Undergraduates’ Intrinsic Motivation and Their General Nutrition Knowledge 移动学习应用对大学生内在动机及营养常识的影响

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.40959

Walaa Jumah AlKasasbeh, Adam Tawfik Amawi

引用次数: 0

A Bibliometric Analysis of the Literature on Mobile Learning Adoption and Continuance in the Field of Education 教育领域移动学习采用与持续文献计量分析

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.40965

Yashdeep Singh, Pradeep Kumar Suri

{"title":"A Bibliometric Analysis of the Literature on Mobile Learning Adoption and Continuance in the Field of Education","authors":"Yashdeep Singh, Pradeep Kumar Suri","doi":"10.3991/ijim.v17i17.40965","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.40965","url":null,"abstract":"This study examines mobile learning adoption and continuance in education literature through bibliometric methods. The metadata of 155 relevant publications was extracted from the Web of Science database and imported into “biblioshiny” for analysis. It was found that Education and Information Technologies has the highest publications, and Computers & Education is the most cited journal. Author analysis revealed that Shakeel Iqbal has the most articles fractionalized. Further, the most cited articles were published in the year 2012. The study revealed an exponential increase in research in the top producers, China and Turkey, since 2019. TAM was found to be the most popular theory among researchers. In addition, interest in self-determination theory has been growing recently. The studies examined limited subjects (language, mathematics, and science). The findings indicated several associated keywords, such as augmented reality, cyberloafing, and virtual reality. The thematic map revealed emerging (e.g., self-regulation), niche (e.g., literacy), motor (e.g., attitude), and basic (e.g., addiction) themes. Further, the conceptual structure map suggested the nuances of difference between the constructs of “intention” and “continuance intention.”","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913596","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

Deep Learning Algorithms in Mobile Edge with Real-Time Abnormal Event Detection for 5G-IoT Devices 移动边缘深度学习算法与5G-IoT设备实时异常事件检测

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.42805

J. Praveenchandar, S. Vinoth Kumar, A. Christopher Paul, M. A Mukunthan, K. Maharajan

{"title":"Deep Learning Algorithms in Mobile Edge with Real-Time Abnormal Event Detection for 5G-IoT Devices","authors":"J. Praveenchandar, S. Vinoth Kumar, A. Christopher Paul, M. A Mukunthan, K. Maharajan","doi":"10.3991/ijim.v17i17.42805","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.42805","url":null,"abstract":"IoT is becoming increasingly popular due to its quick expansion and variety of applications. In addition, 5G technology helps with communication and network connectivity. This work integrates C-RAN with IoT networks to provide an experimental 5G testbed. In a 5G IoT environment, this experience is utilized to enhance both perpendicular and flat localization (3D localization). DRCaG, an acronym for the proposed model, stands for a deep, complicated network with a gated layer on top. The performance of the proposed model has been demonstrated through extensive simulations in terms of learning reduction, accuracy, and matrix disorientation, with a variable signal-to-noise ratio (SNR) spanning from 20 dB to + 20 dB, which illustrates the superiority of DRCaG compared to others. An online, end-to-end solution based on deep learning techniques is presented in this study for the fast, precise, reliable, and automatic detection of diverse petty crime types. By detecting tiny crimes like hostility, bag snatching, and vandalism, the suggested system may not only identify unusual passenger behavior like vandalism and accidents but also improve passenger security. The solution performs admirably in a variety of use cases and environmental settings.","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913601","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

Probing Scaffolding Self-Regulated Learning Responses, Resources Contribution and Target Achievements of University Students in Statistics Course 大学生在统计学课程中的自主学习反应、资源贡献与目标成就探析

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.41701

Aeng Muhidin, Basuki Wibawa, None Khaerudin, Shinta Doriza, Imam Fitri Rahmadi

{"title":"Probing Scaffolding Self-Regulated Learning Responses, Resources Contribution and Target Achievements of University Students in Statistics Course","authors":"Aeng Muhidin, Basuki Wibawa, None Khaerudin, Shinta Doriza, Imam Fitri Rahmadi","doi":"10.3991/ijim.v17i17.41701","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.41701","url":null,"abstract":"Scaffolding self-regulated learning is an emerging research agenda in higher education. However, scaffolding self-regulated learning in a relatively complex subject such as statistics is still understudied. The present study addresses this matter by observing university students’ engagement in scaffolding self-regulated learning in a statistics course focusing on their scaffolding responses, resources contribution and target achievements. It was an exploratory case study with the participation of 26 private university students who are enrolled in the fifth semester as their third-year studies. The results indicate that university students are aware of statistics learning goals but overtargeting achievements, as they were less likely to achieve their decided targets. Students prefer to write a self-reflection than take notes. The different duration of watching videos and reading modules does not vary in quiz performance. The current findings add a novel understanding that self-regulated statistics learning requires advanced scaffolds to promote higher outcomes because of its characteristics as a complex and abstract subject.","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913718","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

P2FLF: Privacy-Preserving Federated Learning Framework Based on Mobile Fog Computing P2FLF:基于移动雾计算的隐私保护联邦学习框架

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.42835

None B. Ankayarkanni, None Niroj Kumar Pani, None M. Anand, None V. Malathy, None Bhupati

{"title":"P2FLF: Privacy-Preserving Federated Learning Framework Based on Mobile Fog Computing","authors":"None B. Ankayarkanni, None Niroj Kumar Pani, None M. Anand, None V. Malathy, None Bhupati","doi":"10.3991/ijim.v17i17.42835","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.42835","url":null,"abstract":"Mobile IoT devices provide a lot of data every day, which provides a strong base for machine learning to succeed. However, the stringent privacy demands associated with mobile IoT data pose significant challenges for its implementation in machine learning tasks. In order to address this challenge, we propose privacy-preserving federated learning framework (P2FLF) in a mobile fog computing environment. By employing federated learning, it is possible to bring together numerous dispersed user sets and collectively train models without the need to upload datasets. Federated learning, an approach to distributed machine learning, has garnered significant attention for its ability to enable collaborative model training without the need to share sensitive data. By utilizing fog nodes deployed at the edge of the network, P2FLF ensures that sensitive mobile IoT data remains local and is not transmitted to the central server. The framework integrates privacy-preserving methods, such as differential privacy and encryption, to safeguard the data throughout the learning process. We evaluate the performance and efficacy of P2FLF through experimental simulations and compare it with existing approaches. The results demonstrate that P2FLF strikes a balance between model accuracy and privacy protection while enabling efficient federated learning in mobile IoT environments.","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913720","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

Evaluating Future Trends of Digital Storytelling in Higher Education: A Bibliometric Analysis 评估高等教育数字化叙事的未来趋势:文献计量学分析

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.39121

Yali Tian, Norbayah Mohd Suki

引用次数: 0

A Novel Approach to Improving Distributed Deep Neural Networks over Cloud Computing 基于云计算改进分布式深度神经网络的新方法

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.38023

Muhtada Zuhair Ali, Karrar Shakir Muttair

{"title":"A Novel Approach to Improving Distributed Deep Neural Networks over Cloud Computing","authors":"Muhtada Zuhair Ali, Karrar Shakir Muttair","doi":"10.3991/ijim.v17i17.38023","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.38023","url":null,"abstract":"In recent years, deep distributed neural networks (DDNNs) and neural networks (NN) have excelled in an extensive list of applications. For example, deep convolutional neural networks (DCNNs) are constantly gaining new features in various tasks in computer vision. At the same time, the number of end devices, including Internet of Things (IoT) devices has increased prominently. These devices are attractive targets for machine learning applications because they are often directly connected to sensors. For example (cameras, microphones, and gyroscopes) that record large amounts of input data in a stream mode. This study presents the design of a DDNN with end devices, edges, and clouds that spans computer hierarchies. The idea presented is considered one of the new ideas because it depends on two layers to distinguish, namely the convolutional layer and the pooling layer. The main objective behind using these two layers in one proposal is to provide and obtain the best results. Finally, we discovered that the proposed technique produced the best results in terms of accuracy and cost, with the precision of the definition reaching 99 % and the cost being quite affordable at 25. As a result, we conclude that these results are far superior to those achieved by the researchers in their ideas provided in previous recent literature.","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913604","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

Expanding an Education-based Collision Detection System Created on Virtual Reality and Augmented Reality 扩展基于虚拟现实和增强现实的教育碰撞检测系统

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.42831

Harish Dutt Sharma, Yogesh Misra, Sumit Kumar, B. Madhav Rao, Bhupati Ch

{"title":"Expanding an Education-based Collision Detection System Created on Virtual Reality and Augmented Reality","authors":"Harish Dutt Sharma, Yogesh Misra, Sumit Kumar, B. Madhav Rao, Bhupati Ch","doi":"10.3991/ijim.v17i17.42831","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.42831","url":null,"abstract":"Virtually enhancing the real environment with augmented reality (AR) has lots of potential but is still in the early stages of research. The definition of appropriate user interfaces (UIs) is complicated by the absence of standards and the growing complexity of interaction opportunities. Several educators have discussed the advantages of XR for students as well as the use of AR and VR in the laboratory. Utilizing AR and VR to create immersive learning experiences is challenging since it takes time and effort to construct instructional AR and VR tools, apps, or educational settings. Because of this, even though these new technologies are said to help today’s students, their implementation in education may be postponed or stopped. In this research, the usage of XR technologies in education has been investigated through the examination of websites, technical papers, reports, and mobile app stores. This research study proposes a collision detection algorithm (CDA) utilizing machine learning. In order to aid in the identification of the meeting of two objects in the virtual environment, the collision detection method is employed in applications that support augmented reality and simulated reality technologies. In this study, mean, standard deviation and error parameters were utilized to analyze competitions that were related to augmented reality and virtual reality.","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913486","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

Current Knowledge and Future Possibilities of Medical Digital Technologies based on Mobile Health 基于移动健康的医疗数字技术的当前知识和未来可能性

International Journal of Interactive Mobile Technologies Pub Date : 2023-09-14 DOI: 10.3991/ijim.v17i17.42801

Anas A. Salameh, Ibrahim A. Abu-AlSondos, Noor Hidayah Abu, Aizul Nahar Harun

{"title":"Current Knowledge and Future Possibilities of Medical Digital Technologies based on Mobile Health","authors":"Anas A. Salameh, Ibrahim A. Abu-AlSondos, Noor Hidayah Abu, Aizul Nahar Harun","doi":"10.3991/ijim.v17i17.42801","DOIUrl":"https://doi.org/10.3991/ijim.v17i17.42801","url":null,"abstract":"Medical digital technologies have the potential to improve public access to healthcare by enhancing its flexibility. The availability of complementary details about health, ailments, complications, and the most recent advancements in biomedical research are all included. Diagnostic and medical services are now becoming more available and accessible, especially in low-income countries. Regarding digital health technology, there are still a lot of challenges that need to be overcome, such as dependability, safety, testing, and ethical concerns. We propose that mobile technology should enhance rather than replace the psychiatrist-patient connection in the existing environment of inadequate regulatory oversight and scientific research to lessen possible clinical and moral harm to patients at risk. We identify potential areas of moral conflict between consumer-driven mobile businesses and healthcare practice and create a decision tree model for putting ethical safeguards in place. Informed consent, confidentiality, and shared treatment expectations are the main areas of attention for this paradigm when it comes to risk management in the therapeutic partnership. To comprehend the utility, capacity, and limitations, this study covers recent breakthroughs in mobile technologies, their applications, and a comparative analysis of their performance metrics. Understanding the weaknesses of current technologies can facilitate the creation of new frameworks with increased performance capabilities and superior service quality.","PeriodicalId":53486,"journal":{"name":"International Journal of Interactive Mobile Technologies","volume":"145 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134913606","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