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Virtual Reality (VR) in Safety Education: A Case Study of Mining Engineering
Safety education and training are vital in the mining industry. However, traditional training relies on passive modalities, such as lectures, videos...
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Natural Language Processing for a Personalised Educational Experience in Virtual Reality
Virtual Reality (VR) is a technology that creates a simulated immersive environment, allowing users to be more engaged and interactive. The user can...
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Heuristic Technique to Find Optimal Learning Rate of LSTM for Predicting Student Dropout Rate
Predictive analytics is being increasingly recognized as being important for evaluating university students’ academic achievement. Utilizing big data...
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Adaptive Lifelong Learning (ALL)
This half-day workshop emphasizes the role of adaptive lifelong learning in the dynamic landscape of Artificial Intelligence in Education (AIED). The...
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Systematic Needs Analysis of Advanced Digital Skills for Postgraduate Computing Education: The DIGITAL4Business Case
A 15-partner funded project, DIGITAL4Business aims to revolutionise the digital landscape in Europe, fostering strong industry partnerships to...
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Factors Affecting User Participation in the Design of Governmental Digital Services in South Africa
User participation in the design of governmental digital services remain a latent policy stance in South Africa despite its benefits to address...
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Educators’ Cybersecurity Vulnerabilities in Marginalised Schools in South Africa
Schools are experiencing an increased adoption and use of technology in curriculum delivery, administrative tasks, and community engagement. This was...
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Is Transformer-Based Attention Agnostic of the Pretraining Language and Task?
Since the introduction of the Transformer by Vaswani et al. in 2017, the attention mechanism has been used in multiple state-of-the-art large...
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Investigating Markov Model Accuracy in Representing Student Programming Behaviours
Problem-solving skills are an integral component within the computer science field. Due to the diversity brought about by students following...
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Gender Perceptions of Software Developers’ Job Satisfaction
In a competitive market, Information Technology (IT) organisations must retain their most valuable assets, namely the IT employees, specifically...
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Empirical Evaluation of Variational Autoencoders and Denoising Diffusion Models for Data Augmentation in Bioacoustics Classification
One major challenge in supervised deep learning is the need for large training datasets to achieve satisfactory generalisation performance. Acquiring...
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Iterative Approximation of Nash Equilibrium Strategies for Multi-agent Systems
We present a technique for approximating Nash equilibrium strategies for multi-agents systems for resource allocation (MRAs). Agents in MRAs seek to...
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Understanding Limited Enterprise Systems Benefits in Government: An African Case
Enterprise systems (ES) are increasingly being used in government. Yet the benefits being realized are lower than anticipated and rarely match the...
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Single Matrix Block Shift (SMBS) Dense Matrix Multiplication Algorithm
Many scientific and numeric computations rely on matrix-matrix multiplication as a fundamental component of their algorithms. It constitutes the...
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Automatic Short Answer Grading in College Mathematics Using In-Context Meta-learning: An Evaluation of the Transferability of Findings
Mathematics teachers use open-ended (OE) problems to inspire creativity, facilitate learning by self-explanation, and encourage transfer learning....
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Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course
The integration of ChatGPT as a supportive tool in education, notably in programming courses, addresses the unique challenges of programming...
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A Comparison of Text Representation Techniques and Encoder-Decoder Implementations in a Deep Neural Network for Converting Natural Language into Formal Logic Formulas
Semantic parsing is the task of extracting a structured machine-interpretable representation from natural language utterance. This representation can...
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Open Raster Data Analysis
Raster data represents spatial objects and phenomena with a matrix of pixels. This chapter introduces the concept of raster data model and the...
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Open GIS in the New Big Data Era
The GIS community has witnessed a boost of the development of Free and Open Source Software over the last two decades. However, OpenGIS also has the...
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Web-Based Map** and Visualization Packages
Web-based map** and visualization applications can be developed, used, and disseminated more easily than desktop-based ones. This chapter...