Listar por tema "data mining"
Mostrando ítems 1-20 de 31
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A Survey on Data-Driven Evaluation of Competencies and Capabilities Across Multimedia Environments
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)The rapid evolution of technology directly impacts the skills and jobs needed in the next decade. Users can, intentionally or unintentionally, develop different skills by creating, interacting with, and consuming the content ... -
A Systematic Literature Review of Empirical Studies on Learning Analytics in Educational Games
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2021)Learning analytics (LA) in educational games is considered an emerging practice due to its potential of enhancing the learning process. Growing research on formative assessment has shed light on the ways in which students' ... -
AI Sport Forecast Software
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2008)This article aims to explain the development of an application whose function is to predict the results of different sporting encounters. To do this an analysis of the influential factors, algorithms and technology ... -
An Effective Prediction Approach for the Management of Children Victims of Road Accidents
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 02/2024)Road traffic generates a considerable number of accidents each year. The management of injuries caused by these accidents is becoming a real public health problem. Faced with this latter, we propose a new clinical decision ... -
Analysis and Data Visualization of Labor Demand in Ecuadorian Territory
(2018 ICAI Workshops (ICAIW), 2018)This paper presents the experience of the data obtained on labor demand in Ecuador, the data were taken from a source of data publications made in a job posting website, encouraging the use of Web Scraping tools for the ... -
Análisis de sentimiento a las opiniones generadas en la red social twitter: Marketing Político
(RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2020)Las opiniones que se generan en la red social Twitter son un contenido con carga emocional que, por su naturaleza no estructurada, requieren ser analizadas y exploradas mediante la utilización de técnicas para el análisis ... -
Automatic Finding Trapezoidal Membership Functions in Mining Fuzzy Association Rules Based on Learning Automata
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Association rule mining is an important data mining technique used for discovering relationships among all data items. Membership functions have a significant impact on the outcome of the mining association rules. An ... -
Characteristics of the schools resilient to violence. A study based on data from ICCS 2016 in Chile, Mexico and Colombia
(International Journal of Educational Research, 2021)Violence in schools is one of the main concerns in Latin American countries and is one of the main threats for schools to be effective in providing high-quality education. For this work, data from ICCS 2016 is used to fit ... -
Clustering analysis for automatic certification of LMS strategies in a university virtual campus
(IEEE Access, 2019)In recent years, the use of Learning Management Systems (LMS) has grown considerably. This has had a strong effect on the learning process, particularly in higher education. Most universities incorporate LMS as a complement ... -
Contribution to the Association Rules Visualization for Decision Support: A Combined Use Between Boolean Modeling and the Colored 2D Matrix
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2019)In the present paper we aim to study the visual decision support based on Cellular machine CASI (Cellular Automata for Symbolic Induction). The purpose is to improve the visualization of large sets of association rules, ... -
Creating a Recommender System to Support Higher Education Students in the Subject Enrollment Decision
(IEEE Access, 2020)Higher Education plays a principal role in the changing and complex world of today, and there has been rapid growth in the scientific literature dedicated to predicting students academic success or risk of dropout thanks ... -
Data Science Techniques for COVID-19 in Intensive Care Units
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2020)Data scientists aim to provide techniques and tools to the clinicians to manage the new coronavirus disease. Nowadays, new emerging tools based on Artificial Intelligence (AI), Image Processing (IP) and Machine Learning ... -
Design of a System for Monitoring Technology Multiple Application in Order to Measure the Gap in Technology Companies "MiPymes"
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2011)This is one of several articles that aims to disseminate the research results in developing advanced doctoral paper entitled: Model of System for Technological Surveillance for multiple application to measure the technological ... -
Diabetes Diagnosis by Case-Based Reasoning and Fuzzy Logic
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2018)In the medical field, experts’ knowledge is based on experience, theoretical knowledge and rules. Case-based reasoning is a problem-solving paradigm which is based on past experiences. For this purpose, a large number of ... -
Factores que afectan la matrícula en la IES en Colombia
(2020)El presente documento describe los pasos realizados en la búsqueda de patrones de algunos datos recolectados por el ministerio de educación de Colombia, en el periodo de 2014 a 2018. El objetivo principal consiste en ... -
Finding an accurate early forecasting model from small dataset: A case of 2019-nCoV novel coronavirus outbreak
(International Journal of Interactive Multimedia and Artificial Intelligence, 03/2020)Epidemic is a rapid and wide spread of infectious disease threatening many lives and economy damages. It is important to fore-tell the epidemic lifetime so to decide on timely and remedic actions. These measures include ... -
Finding an Accurate Early Forecasting Model from Small Dataset: A Case of 2019-nCoV Novel Coronavirus Outbreak
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2020)Epidemic is a rapid and wide spread of infectious disease threatening many lives and economy damages. It is important to fore-tell the epidemic lifetime so to decide on timely and remedic actions. These measures include ... -
Improving Retrieval Performance of Case Based Reasoning Systems by Fuzzy Clustering
(International Journal of Interactive Multimedia and Artificial Intelligence, 07/2023)Case-based reasoning (CBR), which is a classical reasoning methodology, has been put to use. Its application has allowed significant progress in resolving problems related to the diagnosis, therapy, and prediction of ... -
Mining Web-based Educational Systems to Predict Student Learning Achievements
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2015)Educational Data Mining (EDM) is getting great importance as a new interdisciplinary research field related to some other areas. It is directly connected with Web-based Educational Systems (WBES) and Data Mining (DM, a ... -
PInCom project: SaaS Big Data Platform for and Communication Channels
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)The problem of optimization will be addressed in this article, based on the premise that the successful implementation of Big Data solutions requires as a determining factor not only effective -it is assumed- but the ...
