Intelligent group formation in computer supported collaborative learning scripts

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• dc.contributor.author Amarasinghe, Isharica
• dc.contributor.author Hernández Leo, Daviniaca
• dc.contributor.author Jonsson, Anders, 1973-ca
• dc.date.accessioned 2017-07-24T16:29:44Z
• dc.date.available 2017-07-24T16:29:44Z
• dc.date.issued 2017
• dc.description Comunicació presentada a: ICALT2017, celebrat del 3 al 7 de juliol a Timisoara, Romania.ca
• dc.description.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.es
• dc.description.sponsorship This research is funded by Spanish Ministry of Economy and Competitiveness (TIN2014-53199-C3-3-R, MDM-2015- 0502) and RecerCaixa (COT Project). Prof. H. Spoelstra from Open University of the Netherlands, Dr. C. Burt from The University of Melbourne and Prof. H. Ramalhinho from Universitat Pompeu Fabra are gratefully acknowledged.en
• dc.format.mimetype application/pdfca
• dc.identifier.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
• dc.identifier.doi http://dx.doi.org/10.1109/ICALT.2017.62
• dc.identifier.isbn 978-1-5386-3870-5
• dc.identifier.issn 2161-377X
• dc.identifier.uri http://hdl.handle.net/10230/32602
• dc.language.iso eng
• dc.publisher IEEE
• dc.relation.ispartof 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.
• dc.relation.projectID info:eu-repo/grantAgreement/ES/1PE/TIN2014-53199-C3-3-R
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.subject.keyword Computer Supported Collaborative Learning (CSCL)en
• dc.subject.keyword Collaborative Learning Flow Patterns (CLFPs)en
• dc.subject.keyword Jigsawen
• dc.subject.keyword Binary integer programmingen
• dc.subject.keyword Constraint optimizationen
• dc.title Intelligent group formation in computer supported collaborative learning scriptsca
• dc.type info:eu-repo/semantics/conferenceObject
• dc.type.version info:eu-repo/semantics/submittedVersion