Design of a recommender system for intelligent classrooms based on multiagent systems

Dulce Rivero-Albarrán; Francklin Rivas-Echeverria; Laura Guerra; Brian Arellano; Stalin Arciniegas

doi:10.1007/978-3-319-73450-7_92

Design of a recommender system for intelligent classrooms based on multiagent systems

Dulce Rivero-Albarrán, Francklin Rivas-Echeverria, Laura Guerra, Brian Arellano, Stalin Arciniegas

PUCE Ibarra

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

2 Scopus citations

Abstract

In this work it’s presented the description of a Recommender Systems to be used in a learning environment. For this, it’s defined the diverse recommendation methods that can be used: Content-based Recommendations, Collaboration recommendations and Hybrid Systems. It is proposed a Teaching agent design for obtaining the most appropriate learning objects based on Multiagent Systems framework composed of a Planning Agent, a Recommendation System and a Learning Object Management System; all of them collaborating on an intelligent platform. This design can be used in intelligent classrooms because it can adapt the environment and the teaching contents according to the needs of each student.

Original language	English
Title of host publication	Proceedings of the International Conference on Information Technology and Systems, ICITS 2018
Editors	Alvaro Rocha, Teresa Guarda
Publisher	Springer Verlag
Pages	973-982
Number of pages	10
ISBN (Print)	9783319734491
DOIs	https://doi.org/10.1007/978-3-319-73450-7_92
State	Published - 2018
Event	International Conference on Information Technology and Systems, ICITS18 - Libertad city, Ecuador Duration: 11 Jan 2017 → 13 Jan 2017

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	721
ISSN (Print)	2194-5357

Conference

Conference	International Conference on Information Technology and Systems, ICITS18
Country/Territory	Ecuador
City	Libertad city
Period	11/01/17 → 13/01/17

Bibliographical note

Publisher Copyright:
© Springer International Publishing AG 2018.

Keywords

Intelligent classrooms
Learning environments
Learning objects
Multiagent systems
Recommender system

Access to Document

10.1007/978-3-319-73450-7_92

Cite this

Rivero-Albarrán, D., Rivas-Echeverria, F., Guerra, L., Arellano, B., & Arciniegas, S. (2018). Design of a recommender system for intelligent classrooms based on multiagent systems. In A. Rocha, & T. Guarda (Eds.), Proceedings of the International Conference on Information Technology and Systems, ICITS 2018 (pp. 973-982). (Advances in Intelligent Systems and Computing; Vol. 721). Springer Verlag. https://doi.org/10.1007/978-3-319-73450-7_92

Rivero-Albarrán, Dulce ; Rivas-Echeverria, Francklin ; Guerra, Laura et al. / Design of a recommender system for intelligent classrooms based on multiagent systems. Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. editor / Alvaro Rocha ; Teresa Guarda. Springer Verlag, 2018. pp. 973-982 (Advances in Intelligent Systems and Computing).

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abstract = "In this work it{\textquoteright}s presented the description of a Recommender Systems to be used in a learning environment. For this, it{\textquoteright}s defined the diverse recommendation methods that can be used: Content-based Recommendations, Collaboration recommendations and Hybrid Systems. It is proposed a Teaching agent design for obtaining the most appropriate learning objects based on Multiagent Systems framework composed of a Planning Agent, a Recommendation System and a Learning Object Management System; all of them collaborating on an intelligent platform. This design can be used in intelligent classrooms because it can adapt the environment and the teaching contents according to the needs of each student.",

keywords = "Intelligent classrooms, Learning environments, Learning objects, Multiagent systems, Recommender system",

author = "Dulce Rivero-Albarr{\'a}n and Francklin Rivas-Echeverria and Laura Guerra and Brian Arellano and Stalin Arciniegas",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2018.; International Conference on Information Technology and Systems, ICITS18 ; Conference date: 11-01-2017 Through 13-01-2017",

year = "2018",

doi = "10.1007/978-3-319-73450-7_92",

language = "English",

isbn = "9783319734491",

series = "Advances in Intelligent Systems and Computing",

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Rivero-Albarrán, D, Rivas-Echeverria, F, Guerra, L, Arellano, B & Arciniegas, S 2018, Design of a recommender system for intelligent classrooms based on multiagent systems. in A Rocha & T Guarda (eds), Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. Advances in Intelligent Systems and Computing, vol. 721, Springer Verlag, pp. 973-982, International Conference on Information Technology and Systems, ICITS18, Libertad city, Ecuador, 11/01/17. https://doi.org/10.1007/978-3-319-73450-7_92

Design of a recommender system for intelligent classrooms based on multiagent systems. / Rivero-Albarrán, Dulce; Rivas-Echeverria, Francklin; Guerra, Laura et al.
Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. ed. / Alvaro Rocha; Teresa Guarda. Springer Verlag, 2018. p. 973-982 (Advances in Intelligent Systems and Computing; Vol. 721).

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

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AB - In this work it’s presented the description of a Recommender Systems to be used in a learning environment. For this, it’s defined the diverse recommendation methods that can be used: Content-based Recommendations, Collaboration recommendations and Hybrid Systems. It is proposed a Teaching agent design for obtaining the most appropriate learning objects based on Multiagent Systems framework composed of a Planning Agent, a Recommendation System and a Learning Object Management System; all of them collaborating on an intelligent platform. This design can be used in intelligent classrooms because it can adapt the environment and the teaching contents according to the needs of each student.

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Rivero-Albarrán D, Rivas-Echeverria F, Guerra L, Arellano B, Arciniegas S. Design of a recommender system for intelligent classrooms based on multiagent systems. In Rocha A, Guarda T, editors, Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. Springer Verlag. 2018. p. 973-982. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-73450-7_92

Design of a recommender system for intelligent classrooms based on multiagent systems

Abstract

Publication series

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Bibliographical note

Keywords

Access to Document

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Cite this