Listar2024 por tema "IJIMAI"
Mostrando ítems 1-20 de 24
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A Cybernetic Perspective on Generative AI in Education: From Transmission to Coordination
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2024)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 ... -
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), 03/2024)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 ... -
An Efficient Fake News Detection System Using Contextualized Embeddings and Recurrent Neural Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Fake news is detrimental for society and individuals. Since the information dissipation through online media is too quick, an efficient system is needed to detect and counter the propagation of fake news on social media. ... -
Brain Tumor Classification Using a Pre-Trained Auxiliary Classifying Style-Based Generative Adversarial Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Computer Vision's applications and their use cases in the medical field have grown vastly in the past decade. The algorithms involved in these critical applications have helped doctors and surgeons perform procedures on ... -
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), 03/2024)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 ... -
Chatbot-Based Learning Platform for SQL Training
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Learning the SQL language for working with relational databases is a fundamental subject for future computer engineers. However, in distance learning contexts or unexpected situations like the COVID-19 pandemic, where ... -
Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems
(International Journal of Interactive Multimedia and Artificial Intelligence, 06/2024)Matrix factorization models are the core of current commercial collaborative filtering Recommender Systems. This paper tested six representative matrix factorization models, using four collaborative filtering datasets. ... -
Drug Target Interaction Prediction Using Machine Learning Techniques – A Review
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Drug discovery is a key process, given the rising and ubiquitous demand for medication to stay in good shape right through the course of one’s life. Drugs are small molecules that inhibit or activate the function of a ... -
Editor’s Note
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)This regular issue consists of 16 articles that use artificial intelligence or computational systems to come up with new solutions and solve problems more effectively. The issue showcases the use of Artificial Intelligence ... -
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), 03/2024)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), 03/2024)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 ... -
Generative Artificial Intelligence in Education: From Deceptive to Disruptive
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2024)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 ... -
Generative Artificial Intelligence in Product Design Education: Navigating Concerns of Originality and Ethics
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2024)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 ... -
Graffiti Identification System Using Low-Cost Sensors
(International Journal of Interactive Multimedia and Artificial Intelligence, 06/2024)This article introduces the possibility of studying graffiti using a colorimeter developed with Arduino hardware technology according to the Do It Yourself (DIY) philosophy. Through the obtained Red Green Blue (RGB) data ... -
GRASE: Granulometry Analysis with Semi Eager Classifier to Detect Malware
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Technological advancement in communication leading to 5G, motivates everyone to get connected to the internet including ‘Devices’, a technology named Web of Things (WoT). The community benefits from this large-scale network ... -
KoopaML: A Graphical Platform for Building Machine Learning Pipelines Adapted to Health Professionals
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Machine Learning (ML) has extended its use in several domains to support complex analyses of data. The medical field, in which significant quantities of data are continuously generated, is one of the domains that can benefit ... -
Longitudinal Segmented Analysis of Internet Usage and Well-Being Among Older Adults
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)The connection between digital literacy and the three core dimensions of psychological well-being is not yet well understood, and the evidence is controversial. We analyzed a sample of 2,314 individuals, aged 50 years and ... -
Modulating the Gameplay Challenge Through Simple Visual Computing Elements: A Cube Puzzle Case Study
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Positive player’s experiences greatly rely on a balanced gameplay where the game difficulty is related to player’s skill. Towards this goal, the gameplay can be modulated to make it easier or harder. In this work, a ... -
OBOE: an Explainable Text Classification Framework
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2024)Explainable Artificial Intelligence (XAI) has recently gained visibility as one of the main topics of Artificial Intelligence research due to, among others, the need to provide a meaningful justification of the reasons ... -
PeopleNet: A Novel People Counting Framework for Head-Mounted Moving Camera Videos
(International Journal of Interactive Multimedia and Artificial Intelligence, 06/2024)Traditional crowd counting (optical flow or feature matching) techniques have been upgraded to deep learning (DL) models due to their lack of automatic feature extraction and low-precision outcomes. Most of these models ...
