We have relevant datasets, repositories, frameworks and tools of relevance for research and technology transfer initiatives related to knowledge extraction. This section provides an overview on a selection of them and links to download or contact details.

The MdM Strategic Research Program has its own community in Zenodo for material available in this repository  as well as at the UPF e-repository  . Below a non-exhaustive list of datasets representative of the research in the Department.

As part of the promotion of the availability of resources, the creation of specific communities in Zenodo has also been promoted, at level of research communities (for instance, MIR and Educational Data Analytics) or MSc programs (for instance, the Master in Sound and Music Computing)

 

 

Back Amarasinghe I, Hernandez-Leo D, Jonsson A. Learner Group Formation Using Constraint Optimization. ACM Celebration of Women in Computing (womENcourage2017)

Amarasinghe I, Hernandez-Leo D, Jonsson A. Learner Group Formation Using Constraint Optimization. ACM Celebration of Women in Computing (womENcourage2017)

Learner group formation manually based on multiple criteria often fails due to its complexity and time limitations of practitioners. This paper presents a novel binary integer programming approach which models learner group formation problem based on Jigsaw Collaborative Learning Flow PaŠern (CLFP) using constraint optimization techniques. Suggested approach supports adaptive collaboration and provides flexibility when reformulating learner groups.