Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education

Roberto García-Vélez; Bryam Vega Moreno; Angel Ruiz-Ichazu; David Andres Morales Rivera; Esteban Rosero-Perez

doi:10.1007/978-3-030-51328-3_38

Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education

Roberto García-Vélez, Bryam Vega Moreno, Angel Ruiz-Ichazu, David Andres Morales Rivera , Esteban Rosero-Perez

Artificial Intelligence and Assistive Technologies Research Group (GI-Iata)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing
Editors	Tareq Ahram
Publisher	Springer
Pages	270-277
Number of pages	8
ISBN (Print)	9783030513276
DOIs	https://doi.org/10.1007/978-3-030-51328-3_38
State	Published - 2021
Event	AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020 - San Diego, United States Duration: 16 Jul 2020 → 20 Jul 2020

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1213 AISC
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020
Country	United States
City	San Diego
Period	16/07/20 → 20/07/20

Bibliographical note

Publisher Copyright:
© 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

Keywords

Academic profile
Genetic algorithm
Higher education
Study team
Style learning

Access to Document

10.1007/978-3-030-51328-3_38

Link to publication in Scopus

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García-Vélez, R., Moreno, B. V., Ruiz-Ichazu, A., Morales Rivera , D. A., & Rosero-Perez, E. (2021). Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education. In T. Ahram (Ed.), Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing (pp. 270-277). (Advances in Intelligent Systems and Computing; Vol. 1213 AISC). Springer. https://doi.org/10.1007/978-3-030-51328-3_38

García-Vélez, Roberto ; Moreno, Bryam Vega ; Ruiz-Ichazu, Angel ; Morales Rivera , David Andres ; Rosero-Perez, Esteban. / Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education. Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. editor / Tareq Ahram. Springer, 2021. pp. 270-277 (Advances in Intelligent Systems and Computing).

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author = "Roberto Garc{\'i}a-V{\'e}lez and Moreno, {Bryam Vega} and Angel Ruiz-Ichazu and {Morales Rivera}, {David Andres} and Esteban Rosero-Perez",

note = "Publisher Copyright: {\textcopyright} 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; null ; Conference date: 16-07-2020 Through 20-07-2020",

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García-Vélez, R, Moreno, BV, Ruiz-Ichazu, A, Morales Rivera , DA & Rosero-Perez, E 2021, Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education. in T Ahram (ed.), Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. Advances in Intelligent Systems and Computing, vol. 1213 AISC, Springer, pp. 270-277, AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020, San Diego, United States, 16/07/20. https://doi.org/10.1007/978-3-030-51328-3_38

Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education. / García-Vélez, Roberto; Moreno, Bryam Vega; Ruiz-Ichazu, Angel; Morales Rivera , David Andres; Rosero-Perez, Esteban.

Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. ed. / Tareq Ahram. Springer, 2021. p. 270-277 (Advances in Intelligent Systems and Computing; Vol. 1213 AISC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education

AU - García-Vélez, Roberto

AU - Moreno, Bryam Vega

AU - Ruiz-Ichazu, Angel

AU - Morales Rivera , David Andres

AU - Rosero-Perez, Esteban

N1 - Publisher Copyright: © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

PY - 2021

Y1 - 2021

KW - Academic profile

KW - Genetic algorithm

KW - Higher education

KW - Study team

KW - Style learning

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U2 - 10.1007/978-3-030-51328-3_38

DO - 10.1007/978-3-030-51328-3_38

M3 - Conference contribution

AN - SCOPUS:85088530987

SN - 9783030513276

T3 - Advances in Intelligent Systems and Computing

SP - 270

EP - 277

BT - Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing

A2 - Ahram, Tareq

PB - Springer

Y2 - 16 July 2020 through 20 July 2020

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García-Vélez R, Moreno BV, Ruiz-Ichazu A, Morales Rivera DA, Rosero-Perez E. Automating the Generation of Study Teams Through Genetic Algorithms Based on Learning Styles in Higher Education. In Ahram T, editor, Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. Springer. 2021. p. 270-277. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-030-51328-3_38