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Direct linkGerardo Ibarra-Vazquez; María Soledad Ramírez-Montoya; Hugo Terashima – Education and Information Technologies, 2024
This article aims to study machine learning models to determine their performance in classifying students by gender based on their perception of complex thinking competency. Data were collected from a convenience sample of 605 students from a private university in Mexico with the eComplexity instrument. In this study, we consider the following…
Descriptors: Foreign Countries, College Students, Private Colleges, Gender Bias
Download full textSalas-Rueda, Ricardo-Adan – Turkish Online Journal of Distance Education, 2022
Educational institutions seek to transform the teaching-learning conditions through the use of new pedagogical and technological models. The aim of this quantitative research is to analyze the use of flipped classroom in the teaching-learning process on descriptive statistics through data science. The participants are 49 students who took the…
Descriptors: Flipped Classroom, Teaching Methods, Learning Processes, Statistics Education
Salas-Rueda, Ricardo-Adán; Martínez-Ramírez, Selene-Marisol; Ramírez-Ortega, Jesús; Alvarado-Zamorano, Clara – Journal of Learning for Development, 2022
SARS-CoV-2 virus has caused universities to update their courses in the distance modality. The general aim of this mixed research was to build and analyse the use of a web application for the educational process about the t-test considering data science. In particular, the professor of the Teaching of Mathematics II course needed to update the…
Descriptors: Student Attitudes, COVID-19, Pandemics, Educational Technology
Salas-Rueda, Ricardo-Adán; Salas-Rueda, Érika-Patricia; Salas-Rueda, Rodrigo-David – International Journal of Education in Mathematics, Science and Technology, 2020
This mixed research aims to analysis and design the Web Game On Descriptive Statistics (WGODS) through the ADDIE model, data science and machine learning. The sample consists of 61 students from a university in Mexico. WGODS is a technological tool (quiz game) that presents various questions and answers about statistics (quantitative and…
Descriptors: Statistics, Computer Games, College Students, Educational Games
Salas-Rueda, Ricardo-Adán – E-Learning and Digital Media, 2020
This quantitative research aims to analyze the impact of the WampServer application in Blended learning during the educational process of computing through data science, machine learning, and neural networks. WampServer is a free application that allows the creation of websites considering the use of the database. This research proposes the use of…
Descriptors: Computer Software, Blended Learning, Educational Technology, Technology Uses in Education
Salas-Rueda, Ricardo-Adan; Salas-Rueda, Erika-Patricia; Salas-Rueda, Rodrigo-David – Turkish Online Journal of Distance Education, 2020
This quantitative research analyzes the impact of the Web Application for the Educational Process on Compound Interest (WAEPCI) considering the machine learning and data science. The sample is composed of 46 students who studied the Financial Mathematics course in a Mexican university during the 2017 school year. WAEPCI presents the calculation of…
Descriptors: Foreign Countries, College Students, Credit (Finance), Computation
Clara Pracana Ed.; Michael Wang Ed. – Online Submission, 2023
This book contains a compilation of papers presented at the International Psychological Applications Conference and Trends (InPACT) 2023, organized by the World Institute for Advanced Research and Science (WIARS), held in International Psychological Applications Conference and Trends (InPACT) 2023, held in Lisbon, Portugal, from 22 to 24 of April…
Descriptors: Clinical Psychology, Educational Psychology, Social Psychology, Cognitive Psychology
