César Augusto Hernández Suárez
Biographic Data
| ID | 1376802 |
|---|---|
| NAME | César Augusto Hernández Suárez |
| GIVEN NAMES | César Augusto Hernández |
| FAMILY NAME | Suárez |
| SIGNATURE | SUÁREZ C A H |
| AFFILIATIONS | Francisco de Paula Santander University |
| ORCID | 0000-0002-7974-5560 |
| VERIFIED | Yes |
| TOTAL WORKS | 12 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 12 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Application of convolutional neural networks for mobile internet forecasting in Colombia
The growth of mobile Internet has facilitated access to information by minimizing geographical barriers. For this reason, this paper forecasts the number of users, incomes, and traffic for operators with the most significant penetration in the mobile internet market in Colombia to analyze their market growth. For the forecast, the convolutional neural network (CNN) technique is used, combined with the recurrent neural network (RNN), long short-te…
Evaluation of Teachers' Digital Competencies in Colombia
This qualitative study explores Information and Communication Technology (ICT) competencies among teachers in Colombia, based on the guidelines set by the Ministry of National Education. It investigates how these skills are perceived and applied in the current educational context, highlighting their importance for the professional development of educators. Using an interpretive approach, semi-structured interviews were conducted with 53 teachers …
Prediction of telecommunications market behavior based on LSTM models
The telecommunications services market faces essential challenges in an increasingly flexible and customer-adaptable environment. Research has highlighted that the monopolization of the spectrum by one operator reduces competition and negatively impacts users and the general dynamics of the sector. This article aims to present a proposal to predict the number of users, the level of traffic, and the operators’ income in the telecommunications mark…
Estimation of the Linda index prediction based on deep learning models
Recognizing the importance of competition analysis in telecommunications markets is essential to improve conditions for users and companies. Several indices in the literature assess competition in these markets, mainly through company concentration. Artificial Intelligence (AI) emerges as an effective solution to process large volumes of data and manually detect patterns that are difficult to identify. This article presents an AI model based on t…
Prediction analysis of the Herfindahl-Hirschman index based on recurrent neural networks
The technological development and growth of the telecommunications industry have had a great positive impact on the education, health, and economic sectors, among others. However, they have also increased rivalry between companies in the market to keep and acquire new customers. A lower level of market concentration is related to a higher level of competitiveness among companies in the sector that drives a country’s socioeconomic development. To …
Linda index forecast based on Arima time series
Competition in the telecommunications market has significant benefits and impacts in various fields of society such as education, health and the economy. Therefore, it is key not only to monitor the behavior of the concentration of the telecommunications market but also to forecast it to guarantee an adequate level of competition. This work aims to forecast the Linda index of the telecommunications market based on an ARIMA time series model. To a…
El docente universitario ante la emergencia educativa. Adaptación a las TIC en los procesos de enseñanza
Objetivo: Determinar en los docentes de educación superior, la adaptación a las TIC en la enseñanza durante la emergencia educativa provocado por el Covid 19. Método: Cuantitativo de carácter descriptivo y diseño de campo. La muestra conformada por 96 docentes. Se utilizó cuestionario con 24 ítems y autoadministrado de manera online. Resultados: Los docentes tuvieron una adaptación luego de la experiencia vivida en la emergencia educativa por Cov…
With the Newsroom at Home
This article identifies the routines and working practices of women journalists from Colombia and Venezuela in the framework of the health emergency caused by covid-19 in the countries where they work. It is a quantitative research at a descriptive cross-sectional level in which an instrument made up of 26 questions organized into five categories of analysis was used. Categories include family-work relationship, working life, and health and well-…
Kota Yang Selalu Berdinamika
Artikel ini merupakan resensi dari kumpulan jurnal yang di muat di dalam buku berjudul Bunga Rampai Sosiologi Perkotaan. Buku ini merupakan salah satu terobosan baru di bidang kajian sosiologi perkotaan yang mengkombinasikan hasil penelitian baik dari dosen maupun mahasiswa. Buku ini juga merupakan kerjasama dari Prodi Sosiologi UIN Sunan Kalijaga dengan Prodi Sosiologi Universitas Trunojoyo. Selain itu pula, buku ini terlaksana berkat kedatatang…
La zona de posibilidades en el proceso de aprendiencia del residente digital
Objetivo: Identificar, determinar y describir la zona de posibilidades en el estar-en-proceso-de-aprender del residente digital, según mapeo visitante/residente, para mejorar la práctica de construcción de la Red Personal de Aprendizaje. Método: Se trata de una investigación cualitativa, cuyos sujetos de investigación son profesores que integran la Red de Experiencias Matemáticas de Norte de Santander, Colombia. La información se recolectó a trav…
Proceso educativo en programas de Arquitectura bajo el aislamiento preventivo obligatorio por causa del Covid-19
Objetivo: determinar los efectos derivados del paso de la educación presencial a la no presencial con implementación de herramientas TIC dentro de los programas de Arquitectura de Colombia, bajo las categorías de estudio: Docentes y Estudiantes. Método: se utilizó una metodología cuantitativa a nivel transversal descriptivo, bajo la implementación de la herramienta de la Encuesta. Resultados: se resalta que uno de los retos presentes en las insti…
La comprensión lectora y el rendimiento escolar
Este escrito pretende determinar las posibles relaciones entre el nivel de comprensión lectora de los estudiantes y su desempeño académico. Se realiza un estudio descriptivo y un análisis estadístico correlacional. Se aplicó el instrumento Prueba de Competencia Lectora para Educación Secundaria (CompLEC) a estudiantes de ambos sexos con edades comprendidas entre los 13 y 14 años del grado noveno de educación básica de una institución educativa pú…
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La comprensión lectora y el rendimiento escolar
Este escrito pretende determinar las posibles relaciones entre el nivel de comprensión lectora de los estudiantes y su desempeño académico. Se realiza un estudio descriptivo y un análisis estadístico correlacional. Se aplicó el instrumento Prueba de Competencia Lectora para Educación Secundaria (CompLEC) a estudiantes de ambos sexos con edades comprendidas entre los 13 y 14 años del grado noveno de educación básica de una institución educativa pú…
Kota Yang Selalu Berdinamika
Artikel ini merupakan resensi dari kumpulan jurnal yang di muat di dalam buku berjudul Bunga Rampai Sosiologi Perkotaan. Buku ini merupakan salah satu terobosan baru di bidang kajian sosiologi perkotaan yang mengkombinasikan hasil penelitian baik dari dosen maupun mahasiswa. Buku ini juga merupakan kerjasama dari Prodi Sosiologi UIN Sunan Kalijaga dengan Prodi Sosiologi Universitas Trunojoyo. Selain itu pula, buku ini terlaksana berkat kedatatang…
La zona de posibilidades en el proceso de aprendiencia del residente digital
Objetivo: Identificar, determinar y describir la zona de posibilidades en el estar-en-proceso-de-aprender del residente digital, según mapeo visitante/residente, para mejorar la práctica de construcción de la Red Personal de Aprendizaje. Método: Se trata de una investigación cualitativa, cuyos sujetos de investigación son profesores que integran la Red de Experiencias Matemáticas de Norte de Santander, Colombia. La información se recolectó a trav…
Proceso educativo en programas de Arquitectura bajo el aislamiento preventivo obligatorio por causa del Covid-19
Objetivo: determinar los efectos derivados del paso de la educación presencial a la no presencial con implementación de herramientas TIC dentro de los programas de Arquitectura de Colombia, bajo las categorías de estudio: Docentes y Estudiantes. Método: se utilizó una metodología cuantitativa a nivel transversal descriptivo, bajo la implementación de la herramienta de la Encuesta. Resultados: se resalta que uno de los retos presentes en las insti…
El docente universitario ante la emergencia educativa. Adaptación a las TIC en los procesos de enseñanza
Objetivo: Determinar en los docentes de educación superior, la adaptación a las TIC en la enseñanza durante la emergencia educativa provocado por el Covid 19. Método: Cuantitativo de carácter descriptivo y diseño de campo. La muestra conformada por 96 docentes. Se utilizó cuestionario con 24 ítems y autoadministrado de manera online. Resultados: Los docentes tuvieron una adaptación luego de la experiencia vivida en la emergencia educativa por Cov…
With the Newsroom at Home
This article identifies the routines and working practices of women journalists from Colombia and Venezuela in the framework of the health emergency caused by covid-19 in the countries where they work. It is a quantitative research at a descriptive cross-sectional level in which an instrument made up of 26 questions organized into five categories of analysis was used. Categories include family-work relationship, working life, and health and well-…
Evaluation of Teachers' Digital Competencies in Colombia
This qualitative study explores Information and Communication Technology (ICT) competencies among teachers in Colombia, based on the guidelines set by the Ministry of National Education. It investigates how these skills are perceived and applied in the current educational context, highlighting their importance for the professional development of educators. Using an interpretive approach, semi-structured interviews were conducted with 53 teachers …
Prediction of telecommunications market behavior based on LSTM models
The telecommunications services market faces essential challenges in an increasingly flexible and customer-adaptable environment. Research has highlighted that the monopolization of the spectrum by one operator reduces competition and negatively impacts users and the general dynamics of the sector. This article aims to present a proposal to predict the number of users, the level of traffic, and the operators’ income in the telecommunications mark…
Estimation of the Linda index prediction based on deep learning models
Recognizing the importance of competition analysis in telecommunications markets is essential to improve conditions for users and companies. Several indices in the literature assess competition in these markets, mainly through company concentration. Artificial Intelligence (AI) emerges as an effective solution to process large volumes of data and manually detect patterns that are difficult to identify. This article presents an AI model based on t…
Prediction analysis of the Herfindahl-Hirschman index based on recurrent neural networks
The technological development and growth of the telecommunications industry have had a great positive impact on the education, health, and economic sectors, among others. However, they have also increased rivalry between companies in the market to keep and acquire new customers. A lower level of market concentration is related to a higher level of competitiveness among companies in the sector that drives a country’s socioeconomic development. To …
Linda index forecast based on Arima time series
Competition in the telecommunications market has significant benefits and impacts in various fields of society such as education, health and the economy. Therefore, it is key not only to monitor the behavior of the concentration of the telecommunications market but also to forecast it to guarantee an adequate level of competition. This work aims to forecast the Linda index of the telecommunications market based on an ARIMA time series model. To a…
Application of convolutional neural networks for mobile internet forecasting in Colombia
The growth of mobile Internet has facilitated access to information by minimizing geographical barriers. For this reason, this paper forecasts the number of users, incomes, and traffic for operators with the most significant penetration in the mobile internet market in Colombia to analyze their market growth. For the forecast, the convolutional neural network (CNN) technique is used, combined with the recurrent neural network (RNN), long short-te…
Computer Science (6 works) · Humanities (5 works) · World Wide Web (5 works) · Educational Innovations and Technology (4 works) · Artificial Intelligence (3 works) · Artificial neural network (3 works) · Econometrics (3 works) · Philosophy (3 works) · Political science (3 works) · Psychology (3 works)