Water quality monitoring and prediction plays an energetic role in the preservation of water resources, decision-making, and environmental management. The freshwater resources have been severely impacted by water cont...
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This research introduces a novel anomaly detection framework for IoT -based Smart Grid Cybersecurity Systems. Leveraging autoencoders, LSTM networks, GANs, SOMs, and transfer learning, our approach achieves superior p...
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In today's transitional world, anomaly detection (AD) has made itself a major foothold application that spans across multiple domains, specifically in domains where detecting abnormal behavior or events is of para...
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This research-to-practice WIP paper outlines the development and implementation of an educational project to enhance SQL (Structured Query Language) learning through a series of mystery cases. The initiative underscor...
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ISBN:
(纸本)9798350351507
This research-to-practice WIP paper outlines the development and implementation of an educational project to enhance SQL (Structured Query Language) learning through a series of mystery cases. The initiative underscores a novel approach to engaging undergraduate students in mastering SQL by integrating game-based learning within the curriculum. The the-oretical frameworks underpinning this project are grounded in constructivist learning theories and the application of game-based learning in education. These frameworks suggest that learners construct knowledge more effectively when actively engaged in the learning process and when the learning is contextualized within meaningful and enjoyable activities. Unlike traditional methods of teaching SQL, which often emphasize memorization and passive learning, the SQL Mystery Game provides a dynamic platform for students to apply SQL concepts in a practical, engaging, and contextually rich setting. Students use their SQL skills to search for clues, filter out unwanted pieces of evidence, link data from multiple sources, and generate information from given data to solve different mysteries. The project builds on previous preliminary non-digital activities demonstrating positive student reception and instructor observations, suggesting that game-based learning can effectively enhance students' application of SQL concepts. Furthermore, the effectiveness of the new online game is evaluated using a user study that involved a multi-faceted survey designed to evaluate the game from various angles. The study results validated the efficacy of enhancing SQL learning through the SQL Mystery game and showed that it significantly improved students' engagement, interest, and understanding of SQL concepts. This research has significant implications for educational practice, particularly for engineering and computing education. It demonstrates the potential of game-based learning to transform passive learning environments into active ones,
The development of machine learning and Internet-Of-Things has helped to break down barriers in health and medical facilities. In this paper, we propose SmartHealth, a smart diabetes prediction framework in an Interne...
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Real-time pothole detection serves a crucial role in maintaining road infrastructure and ensuring the safety of drivers. Traditional methods for identifying potholes are often labour-intensive and inefficient, prompti...
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This check examines the evolution of machine studying (ML) strategies in forecasting hydrological droughts, focusing at the Standardized Runoff Index (SRI) in the Han River basin, South Korea. Given the dramatic clima...
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Despite advances in continuous-time reinforcement learning, employing continuous-time actor-critic (CTAC) algorithm is not always the best choice due to the lack of value estimation method. This paper introduces a nov...
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The insurance industry remains as one of the most challenging sectors in the business world as the pricing issues are difficult to tackle due to inflation, compliance with regulatory requirements, customer perceptions...
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Under the new technical backdrop, artificial intelligence technology offers a new approach to educating information technology-applied talents. Building circuit principle courses on the Tsinghua Online network platfor...
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