A Team Formation Tool for Educational Environments

Elena Del Val, Juan Miguel Alberola, Victor Sánchez-Anguix, Alberto Palomares, Maria Dolores Teruel

Research output: Chapter in Book/Report/Conference proceedingChapter

6 Citations (Scopus)

Abstract

Teamwork is a critical competence in the higher education area, and it has become a critical task in educational and management environments. Unfortunately, looking for optimal or near optimal teams is a costly task for humans due to the exponential number of outcomes. In this paper, we present a web application that facilitates the task of automatic team generation of near optimal teams based on collective intelligence, coalition structure generation, and Bayesian learning. This tool has been used in real classroom scenario and the data collected from the experience has been used as input for synthetic simulations. The experiments show that the tool is able of converging towards the optimal solution (team formation) as long as students do not have great difficulties evaluating others.
Original languageEnglish
Title of host publicationTrends in Practical Applications of Heterogeneous Multi-Agent Systems
EditorsJavier Bajo Perez, Juan M. Corchado Rodríguez, Philippe Mathieu, Andrew Campbell, Alfonso Ortega, Emmanuel Adam, Elena M. Navarro, Sebastian Ahrndt, Maria N. Moreno, Vicente Julian
Place of PublicationCham
PublisherSpringer
Pages173-181
Number of pages9
ISBN (Electronic)978-3-319-07476-4
ISBN (Print)978-3-319-07475-7
DOIs
Publication statusPublished - 2014

Publication series

NameAdvances in Intelligent Systems and Computing
Volume293

Keywords

  • Team formation
  • Coalitions
  • Education

Fingerprint Dive into the research topics of 'A Team Formation Tool for Educational Environments'. Together they form a unique fingerprint.

  • Cite this

    Val, E. D., Alberola, J. M., Sánchez-Anguix, V., Palomares, A., & Teruel, M. D. (2014). A Team Formation Tool for Educational Environments. In J. Bajo Perez, J. M. Corchado Rodríguez, P. Mathieu, A. Campbell, A. Ortega, E. Adam, E. M. Navarro, S. Ahrndt, M. N. Moreno, ... V. Julian (Eds.), Trends in Practical Applications of Heterogeneous Multi-Agent Systems (pp. 173-181). (Advances in Intelligent Systems and Computing; Vol. 293). Cham: Springer. https://doi.org/10.1007/978-3-319-07476-4