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

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.

Año de publicación:

2018

Keywords:

• learning environments
• Learning objects
• Recommender system
• Multiagent systems
• Intelligent classrooms

Fuente:

scopus