Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético

Laura Guerra Torrealba; Dulce Rivero Albarran

doi:10.23919/CISTI.2018.8399451

Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético

Laura Guerra Torrealba, Dulce Rivero Albarran

PUCE Ibarra

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

Resumen

This research considers the management of the formation of collaborative groups to work virtually in the development of a task, considering the academic performance, the resilience and the aptitude to the technology, then, it is a multi-objective optimization. The descriptive study and based on the theories of social construction of knowledge and approximate sets, proposes the design of a genetic algorithm to establish intra-heterogeneous and inter-homogeneous teams according to the specified restrictions. The development of the proposal made it feasible to codify the students, define the genetic selection, crossing and mutation operators, which can lead to the best solution, after successive iterations and within the previously defined evaluation parameters.

Título traducido de la contribución	Design of a system for the management of collaborative digital groups by genetic algorithm
Idioma original	Español
Título de la publicación alojada	Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies
Editores	Alvaro Rocha, Manuel Perez Cota, Adolfo Lozano-Tello, Ramiro Goncalves
Editorial	IEEE Computer Society
Páginas	1-6
Número de páginas	6
ISBN (versión digital)	9789899843486
DOI	https://doi.org/10.23919/CISTI.2018.8399451
Estado	Publicada - 27 jun. 2018
Evento	13th Iberian Conference on Information Systems and Technologies, CISTI 2018 - Caceres, Espana Duración: 13 jun. 2018 → 16 jun. 2018

Serie de la publicación

Nombre	Iberian Conference on Information Systems and Technologies, CISTI
Volumen	2018-June
ISSN (versión impresa)	2166-0727
ISSN (versión digital)	2166-0735

Conferencia

Conferencia	13th Iberian Conference on Information Systems and Technologies, CISTI 2018
País/Territorio	Espana
Ciudad	Caceres
Período	13/06/18 → 16/06/18

Nota bibliográfica

Publisher Copyright:
© 2018 AISTI.

Palabras clave

Digital networks
Genetic algorithm
Group formation
Multi-objective optimization

Acceder al documento

10.23919/CISTI.2018.8399451

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Torrealba, L. G., & Albarran, D. R. (2018). Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético. En A. Rocha, M. P. Cota, A. Lozano-Tello, & R. Goncalves (Eds.), Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies (pp. 1-6). (Iberian Conference on Information Systems and Technologies, CISTI; Vol. 2018-June). IEEE Computer Society. https://doi.org/10.23919/CISTI.2018.8399451

Torrealba, Laura Guerra ; Albarran, Dulce Rivero. / Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético. Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies. editor / Alvaro Rocha ; Manuel Perez Cota ; Adolfo Lozano-Tello ; Ramiro Goncalves. IEEE Computer Society, 2018. pp. 1-6 (Iberian Conference on Information Systems and Technologies, CISTI).

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abstract = "This research considers the management of the formation of collaborative groups to work virtually in the development of a task, considering the academic performance, the resilience and the aptitude to the technology, then, it is a multi-objective optimization. The descriptive study and based on the theories of social construction of knowledge and approximate sets, proposes the design of a genetic algorithm to establish intra-heterogeneous and inter-homogeneous teams according to the specified restrictions. The development of the proposal made it feasible to codify the students, define the genetic selection, crossing and mutation operators, which can lead to the best solution, after successive iterations and within the previously defined evaluation parameters.",

keywords = "Digital networks, Genetic algorithm, Group formation, Multi-objective optimization",

author = "Torrealba, {Laura Guerra} and Albarran, {Dulce Rivero}",

note = "Publisher Copyright: {\textcopyright} 2018 AISTI.; 13th Iberian Conference on Information Systems and Technologies, CISTI 2018 ; Conference date: 13-06-2018 Through 16-06-2018",

year = "2018",

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doi = "10.23919/CISTI.2018.8399451",

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Torrealba, LG & Albarran, DR 2018, Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético. En A Rocha, MP Cota, A Lozano-Tello & R Goncalves (eds.), Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies. Iberian Conference on Information Systems and Technologies, CISTI, vol. 2018-June, IEEE Computer Society, pp. 1-6, 13th Iberian Conference on Information Systems and Technologies, CISTI 2018, Caceres, Espana, 13/06/18. https://doi.org/10.23919/CISTI.2018.8399451

Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético. / Torrealba, Laura Guerra; Albarran, Dulce Rivero.
Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies. ed. / Alvaro Rocha; Manuel Perez Cota; Adolfo Lozano-Tello; Ramiro Goncalves. IEEE Computer Society, 2018. p. 1-6 (Iberian Conference on Information Systems and Technologies, CISTI; Vol. 2018-June).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

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N2 - This research considers the management of the formation of collaborative groups to work virtually in the development of a task, considering the academic performance, the resilience and the aptitude to the technology, then, it is a multi-objective optimization. The descriptive study and based on the theories of social construction of knowledge and approximate sets, proposes the design of a genetic algorithm to establish intra-heterogeneous and inter-homogeneous teams according to the specified restrictions. The development of the proposal made it feasible to codify the students, define the genetic selection, crossing and mutation operators, which can lead to the best solution, after successive iterations and within the previously defined evaluation parameters.

AB - This research considers the management of the formation of collaborative groups to work virtually in the development of a task, considering the academic performance, the resilience and the aptitude to the technology, then, it is a multi-objective optimization. The descriptive study and based on the theories of social construction of knowledge and approximate sets, proposes the design of a genetic algorithm to establish intra-heterogeneous and inter-homogeneous teams according to the specified restrictions. The development of the proposal made it feasible to codify the students, define the genetic selection, crossing and mutation operators, which can lead to the best solution, after successive iterations and within the previously defined evaluation parameters.

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Torrealba LG, Albarran DR. Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético. En Rocha A, Cota MP, Lozano-Tello A, Goncalves R, editores, Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies. IEEE Computer Society. 2018. p. 1-6. (Iberian Conference on Information Systems and Technologies, CISTI). doi: 10.23919/CISTI.2018.8399451

Diseño de un Sistema para la Gestión de grupos digitales colaborativos mediante algoritmo genético

Resumen

Serie de la publicación

Conferencia

Nota bibliográfica

Palabras clave

Acceder al documento

Otros archivos y enlaces

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