Modeling of topics applied to the analysis of the paper of automatic learning in systemic revisions

Modeling of topics applied to the analysis of the paper of automatic learning in systemic revisions

The objective of the research was to analyze the role of machine data learning in systematic literature reviews. The Natural Language Processing technique called topic modeling was applied to a set of titles and abstracts collected from the Scopus database. Specifically, the Latent Dirichlet Assignm...

Полное описание

Библиографические подробности
Главные авторы:	Grisales-Aguirre, Andrés Mauricio, Figueroa-Vallejo, Carlos Julio
Формат:	Online
Язык:	spa
Опубликовано:	Universidad Pedagógica y Tecnológica de Colombia 2022
Предметы:	topic modeling; machine learning; systematic reviews; Latent Dirichlet Allocation modelado de tópicos; aprendizaje automático; revisiones sistemáticas; Asignación Latente de Dirichlet
Online-ссылка:	https://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/15271

Схожие документы

Construcción de un índice de satisfacción del cliente mediante ecuaciones estructurales. Caso de estudio: clientes (personas naturales) de un banco nacional
по: Castrillón, María Fernanda, и др.
Опубликовано: (2010)

NoSQL Database Modeling and Management: A Systematic Literature Review
по: Aguilar Vera, Raul, и др.
Опубликовано: (2023)

Reconfigurable architecture based on fiber bragg gratings for indoor networks
по: Puerto-Leguizamón, Gustavo Adolfo, и др.
Опубликовано: (2017)

Machine Learning Applied to Gender Violence: A Systematic Mapping Study
по: Pinto-Muñoz, Cristian-Camilo, и др.
Опубликовано: (2023)

Estudio básico de la existencia y unicidad de la solución para el problema de Dirichlet a través del método de Perrón
по: Nova Martínez, Manuel Arturo
Опубликовано: (2019)

Encontrar temas en escritura creativa sobre la preservación ambiental para mejorar las estrategias de enseñanza: un caso de estudio en una escuela de primaria de Colombia
по: Suárez Ballesteros, Camilo Arturo, и др.
Опубликовано: (2021)

Study on Croton sp. genetic diversity in the Department of Norte de Santander using the internal transcribed spacer (ITS) region of ribosomal DNA (rDNA)
по: Chaves-Bedoya, Giovanni
Опубликовано: (2022)

Data analysis of thefts in the city of Medellin from a descriptive approach
по: Maestre-Gongora, Gina, и др.
Опубликовано: (2023)

Automatic Extractive Single Document Summarization: A Systematic Mapping
по: Yip-Herrera, Juan-David, и др.
Опубликовано: (2023)

Comparison Between Machine Learning Models for Yield Forecast in Cocoa Crops in Santander, Colombia
по: Lamos-Díaz, Henry, и др.
Опубликовано: (2020)

Classroom Interaction: a Dynamics of Questions and Answers
по: Pineda Fagua, Julieth Paola
Опубликовано: (2016)

Interpretability in the Field of Plant Disease Detection: A Review
по: Leal-Lara, Daniel-David, и др.
Опубликовано: (2021)

Automatic Identification of Transformation in the Colombian Tropical Dry Forest Using GMM and UBM-GMM
по: Rendón-Hurtado, Néstor David, и др.
Опубликовано: (2020)

The relationship of tourism and geography for the development of sports activities: a bibliometric analysis
по: Álvarez-Meneses, Tannia, и др.
Опубликовано: (2024)

Solar Radiation Prediction on Photovoltaic Systems Using Machine Learning Techniques
по: Ordoñez-Palacios, Luis Eduardo, и др.
Опубликовано: (2020)

Design of an algorithm for automatic correction of position in the PCB-drilled process using computer vision techniques
по: Cárdenas, Jeison A., и др.
Опубликовано: (2015)

Initialization and Local Search Methods Applied to the Set Covering Problem: A Systematic Mapping
по: Quemá-Taimbud, Nelson-Enrique, и др.
Опубликовано: (2023)

Fourier Analysis Approach to Identify Water Bodies Through Hyperspectral Imagery
по: Chanchí-Golondrino, Gabriel-Elías, и др.
Опубликовано: (2023)

Semi-Automatic Mapping Technique Using Snowballing to Support Massive Literature Searches in Software Engineering
по: Suescún-Monsalve, Elizabeth, и др.
Опубликовано: (2022)

Ferrero Blanco, María Dolores. From one side and the other. Sandinista and non-Sandinista women in the Nicaraguan Revolution. (1979-1990). Granada: Editorial Comares, S. L., 2018
по: Jurado Jurado, Juan Carlos
Опубликовано: (2019)

Barreiro López, Paula. Cold Atlantic. Transactional stories of art and politics in the times of the iron curtain. Madrid: Brumaria, 2019, 560 p
по: Moriente Díaz, David
Опубликовано: (2019)

Use of Convolutional Neural Networks in Smartphones for the Identification of Oral Diseases Using a Small Dataset
по: Quintero-Rojas, Jormany, и др.
Опубликовано: (2021)

Political decentralization and taxes in the 1991 Charter
по: Patiño Rojas, Jorge Enrique
Опубликовано: (2021)

Photogrammetry for Augmented Reality, A Low-Cost Method Applied to 3D Modeling in Secondary Schools
по: Quintero-Madroñero, Jairo-Hernando, и др.
Опубликовано: (2021)

English Day: A Significant Pedagogical Experience
по: Gómez Lara, Ivonne Maritza
Опубликовано: (2023)

Event review
по: Varios, Varios
Опубликовано: (2017)

Events reviews
по: Varios, Varios
Опубликовано: (2018)

Revisión sistemática de la literatura : desde la prevención e inhibición de la corrosión interna generada en gasoductos
по: Rodríguez Acevedo, Jorge Alexander
Опубликовано: (2021)

Thesis Papers in Progress
по: Journa, Enletawa
Опубликовано: (2013)

Thesis Papers in Progress
по: JOURNAL, ENLETAWA
Опубликовано: (2013)

Detection of Homicide Trends in Colombia Using Machine Learning
по: Ordoñez-Eraso, Hugo Armando, и др.
Опубликовано: (2019)

Reviews of events
по: Varios, Varios
Опубликовано: (2019)

Analysis of stability of a Power System by using Delay Static State Feedback
по: Amaya, Sindy Paola, и др.
Опубликовано: (2012)

Use of Near Infrared Spectroscopy for the Determination of Organic Matter and Total Nitrogen of Soils
по: Ortega Monsalve, Manuela, и др.
Опубликовано: (2023)

Reviews of events
по: varios, Varios
Опубликовано: (2017)

Herramientas para el modelado epidemiológico de enfermedades en animales. Caso de estudio: brucelosis bovina
по: Rincón-Tobo, Félix Sebastián, и др.
Опубликовано: (2017)

Formación investigativa vinculada con el plan de estudios caso: licenciatura en educación básica con énfasis en matemáticas, humanidades y lengua castellana
по: Espejo Lozano, Ruby Lisbeth, и др.
Опубликовано: (2019)

Geomorphological anthropogenic dynamics in the municipality of Chía (Cundinamarca, Colombia)
по: Castiblanco Sierra, Miguel Angel
Опубликовано: (2022)

Analysis of different strategies of automatic control applied to a didactic prototype for the study of underground mines ventilation
по: Salamanca, Juan Mauricio, и др.
Опубликовано: (2014)

Intercambio de saberes : pigmentos minerales, modelado e ilustración científica [Videograbación]
по: Díaz Lagos, Mercedes, и др.
Опубликовано: (2021)