Intelligent group formation in computer supported collaborative learning scripts

Amarasinghe, Ishari; Hernández Leo, Davinia; Jonsson, Anders, 1973-

doi:http://dx.doi.org/10.1109/ICALT.2017.62

Intelligent group formation in computer supported collaborative learning scripts

Citation

Amarasinghe, Hernández-Leo D, Jonsson A. Intelligent group formation in computer supported collaborative learning scripts. In: Chang M, Chen NS, Huang R, Kinshuk, Sampson DG, Vasiu R, editors. The 17th IEEE International Conference onAdvanced Learning Technologies (ICALT 2017); 2017 July 3-7; Timisoara, Romania. Danvers, MA: IEEE; 2017. p 201-3. DOI: 10.1109/ICALT.2017.62

Abstract

Well-structured collaborative learning groups scripted based on Collaborative Learning Flow Patterns (CLFPs) often result in successful collaborative learning outcomes. Formulation of such learner groups based on instructor defined criteria promises potentially effective performance of participating students. However, forming student groups manually based on multiple criteria often fails due to its complexity and the time limitations of practitioners. Hence, an intelligent assistance which supports adaptive collaboration scripting based on instructor defined criteria, while adhering to CLFPs is presented. Constraint Optimization techniques have been used for learner group formation and preliminary tests revealed that the proposed approach could be utilized when formulating student groups while satisfying team formation criteria.