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An Adaptive Salp-Stochastic-Gradient-Descent- Based Convolutional LSTM With MapReduce Framework for the Prediction of Rainfall
(International Journal of Interactive Multimedia and Artificial Intelligence, 2024-01)
Rainfall prediction is considered to be an esteemed research area that impacts the day-to-day life of Indians. The predominant income source of most of the Indian population is agriculture. It helps the farmers to make the ...
Comparison of Clustering Algorithms for Learning Analytics with Educational Datasets
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-09)
Learning Analytics is becoming a key tool for the analysis and improvement of digital education processes, and its potential benefit grows with the size of the student cohorts generating data. In the context of Open ...
Ethical Implications and Principles of Using Artificial Intelligence Models in the Classroom: A Systematic Literature Review
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
The increasing use of artificial intelligence (AI) models in the classroom not only brings a large number of benefits, but also has a variety of ethical implications. To provide effective education, it is now necessary to ...
Evaluating ChatGPT-Generated Linear Algebra Formative Assessments
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
This research explored Large Language Models potential uses on formative assessment for mathematical problem-solving process. The study provides a conceptual analysis of feedback and how the use of these models is related ...
A Trustworthy Automated Short-Answer Scoring System Using a New Dataset and Hybrid Transfer Learning Method
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
To measure the quality of student learning, teachers must conduct evaluations. One of the most efficient modes of evaluation is the short answer question. However, there can be inconsistencies in teacher-performed manual ...
Generative Artificial Intelligence in Product Design Education: Navigating Concerns of Originality and Ethics
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
Image-generative artificial intelligence (AI) is increasingly being used in the product design process. In this paper, we present examples of how it is being used and discuss the possibilities of how applications may evolve ...
Virtual Reality and Language Models, a New Frontier in Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
The proposed research introduces an innovative Virtual Reality (VR) and Large Language Model (LLM) architecture to enhance the learning process across diverse educational contexts, ranging from school to industrial settings. ...
Can Generative AI Solve Geometry Problems? Strengths and Weaknesses of LLMs for Geometric Reasoning in Spanish
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
Generative Artificial Intelligence (AI) has emerged as a disruptive technology that is challenging traditional teaching and learning practices. Question-answering in natural language fosters the use of chatbots, such as ...
A Cybernetic Perspective on Generative AI in Education: From Transmission to Coordination
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
The recent sudden increase in the capabilities of Large Language Models (LLMs), and generative AI in general, has astonished education professionals and learners. In formulating a response to these developments, educational ...
Generative Artificial Intelligence in Education: From Deceptive to Disruptive
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-03)
Generative Artificial Intelligence (GenAI) has emerged as a promising technology that can create original content, such as text, images, and sound. The use of GenAI in educational settings is becoming increasingly popular ...