TY - GEN
T1 - Design of a recommender system for intelligent classrooms based on multiagent systems
AU - Rivero-Albarrán, Dulce
AU - Rivas-Echeverria, Francklin
AU - Guerra, Laura
AU - Arellano, Brian
AU - Arciniegas, Stalin
N1 - Publisher Copyright:
© Springer International Publishing AG 2018.
PY - 2018
Y1 - 2018
N2 - 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.
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.
KW - Intelligent classrooms
KW - Learning environments
KW - Learning objects
KW - Multiagent systems
KW - Recommender system
UR - https://www.scopus.com/pages/publications/85041032630
U2 - 10.1007/978-3-319-73450-7_92
DO - 10.1007/978-3-319-73450-7_92
M3 - Conference contribution
AN - SCOPUS:85041032630
SN - 9783319734491
T3 - Advances in Intelligent Systems and Computing
SP - 973
EP - 982
BT - Proceedings of the International Conference on Information Technology and Systems, ICITS 2018
A2 - Rocha, Alvaro
A2 - Guarda, Teresa
PB - Springer Verlag
T2 - International Conference on Information Technology and Systems, ICITS18
Y2 - 11 January 2017 through 13 January 2017
ER -