Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation
Autor:
Martín-Gómez, Lucía
; Pérez-Marcos, Javier
; Cordero-Gutiérrez, Rebeca
; De La Iglesia, Daniel H.
Fecha:
09/2022Palabra clave:
Tipo de Ítem:
articleDirección web:
https://ijimai.org/journal/bibcite/reference/3169
Resumen:
Multimedia content has become an essential tool to share knowledge, sell products or disseminate messages. Some social networks use multimedia content to promote information and create social communities. In order to increase the impact of the digital content, those images or videos are labeled with different words, denominated tags. In this paper, we propose a recommender system which analyzes multimedia content and suggests tags to maximize its influence in the social community. It implements a Case-Based Reasoning architecture (CBR), which allows to learn from previous tagged content. The system has been evaluated through cross fold validation with a training and validation sets carefully constructed and extracted from Instagram. The results demonstrate that the system can suggest good options to label our image and maximize the influence of the multimedia content.
Ficheros en el ítem

Este ítem aparece en la(s) siguiente(s) colección(es)
Estadísticas de uso
Año |
2012 |
2013 |
2014 |
2015 |
2016 |
2017 |
2018 |
2019 |
2020 |
2021 |
2022 |
2023 |
Vistas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
8 |
36 |
Descargas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
12 |
17 |
Ítems relacionados
Mostrando ítems relacionados por Título, autor o materia.
-
Características epidemiológicas de los neonatos nacidos en el hospital general josé maría velasco ibarra, Ecuador
Morales Carrasco, Alex Patricio ; Espinoza Díaz, Cristóbal Ignacio; Shiguango Shiguango, Nadia Neida; Pesantez Calle, María Fernanda; Ávila Vinueza, Johanna Priscila; Córdova Córdova, Henrry Sebastián; Guaraca Pino, Angélica Carolina; Pérez Granja, Ana Lucía; Méndez Cordero, Pedro David; Gutiérrez Yépez, María Belén; Morales Torres, Jorge Leonardo (Archivos Venezolanos de Farmacología y Terapeutica, 2019)Objetivo: caracterizar y describir el comportamiento epidemiológico de los pacientes con sinusitis del Hospital General del Norte de Guayaquil los Ceibos. Metodología: se realizó un estudio de tipo descriptivo, ... -
An Analysis of the Cost of Water Supply Linked to the Tourism Industry. An Application to the Case of the Island of Ibiza in Spain
González Pérez, Daniel María; Martín Martín, José María ; Guaita Martínez, José Manuel; Sáez-Fernández, Francisco Javier (Water, 07/2020)Tourist activity has a number of impacts on the destinations in which it takes place, among which are the environmental ones. A particular problem is the increase in water demand and wastewater production, which can ... -
The Perspective of Physical Education Teachers in Spain Regarding Barriers to the Practice of Physical Activity among Immigrant Children and Adolescents: A Qualitative Study
Marconnot, Romain; Perez-Corrales, Jorge; Cuenca-Zaldivar, Juan Nicolas; Gueita-Rodriguez, Javier; Carrasco-Garrido, Pilar; Garcia-Bravo, Cristina; Solera Hernández, Eva ; Gutiérrez Gómez-Calcerrada, Sonia ; Palacios-Ceña, Domingo (International journal of environmental research and public health, 2021)Physical activity (PA) contributes to the development of children and adolescents and to their mental and physical health. The practice of PA in the school context can contribute towards generating a more inclusive educational ...