Minería de datos aplicada al uso de la tecnología en estudiantes universitarios. Caso de estudio: Escuela Politécnica Nacional

Abstract

Abstract: The present work consists of the analysis of information from university students, to determine the impact of the use of ICTs on their academic training. The project is will be developed at the National Polytechnic University where information will be collected through surveys of 600 students and evidence of the surveys that were carried out will be presented. They will be carried out using printed sheets and/or previously developed internet forms. Once the surveys are completed, a purification process will proceed. of the information to have an adequate dataset to develop a subsequent analysis; Data mining algorithms will be applied such as: clustering to perform grouping; dimensionality reduction in search of structures that represent the data; predictive to establish cause-effect or dependency relationships between variables. With in order to determine patterns of technology use, underlying structures, tendencies; In general, findings that allow us to understand the phenomenon of inclusion of technology in university studies.