ISISTAN   23985
INSTITUTO SUPERIOR DE INGENIERIA DEL SOFTWARE
Unidad Ejecutora - UE
artículos
Título:
Using constraint satisfaction to aid group formation in CSCL
Autor/es:
JOSE MARIA BALMACEDA; SILVIA N. SCHIAFFINO; JORGE ANDRES DIAZ PACE
Revista:
INTELIGENCIA ARTIFICIAL. IBERO-AMERICAN JOURNAL OF ARTIFICIAL INTELLIGENCE
Editorial:
Asociación Española para la Inteligencia Artificial (AEPIA)
Referencias:
Año: 2014 vol. 17 p. 35 - 45
ISSN:
1137-3601
Resumen:
In computer-supported collaborative learning contexts, group formation is a key aspect, since di fferent characteristics of students might influence the group performance. In this article, we present an intelligent assistant that models group formation as a weighted constraint satisfaction problem (WCSP). The assistant takes into account three students´ features, namely: psychological styles, team roles and social networks. The proposed WCSP approach is able to combine constraints and preferences both for individuals and groups. The main goal of the assistant is to aid teachers to form learning groups considering factors such as team role balance and distribution of psychological styles. We also describe a pilot study to evaluate our proposal in di fferent scenarios.