We develop a large number of software tools and hosting infrastructures to support the research developed at the Department. We will be detailing in this section the different tools available. You can take a look for the moment at the offer available within the UPF Knowledge Portal, the innovations created in the context of EU projects in the Innovation Radar and the software sections of some of our research groups:


 Artificial Intelligence

 Nonlinear Time Series Analysis

 Web Research 


 Music Technology

 Interactive  Technologies

 Barcelona MedTech

 Natural Language  Processing

 Nonlinear Time Series  Analysis


Wireless Networking

Educational Technologies




Back [EDUCATIONAL DATA] PyramidApp configurations and participants behaviour dataset

PyramidApp configurations and participants behaviour dataset

This dataset contains the necessary details to reproduce the experiments of the paper :

Manathunga K, Hernández-Leo D. PyramidApp: scalable method enabling collaboration in the classroom. In: Verbert K, Sharples M, Klobučar T, editors. Adaptive and adaptable learning: 11th European Conference on Technology Enhanced Learning, EC-TEL 2016, Lyon, France, September 13-16, 2016, Proceedings. Heidelberg: Springer, 2016. p. 422-7. (LNCS, no. 9891). DOI: 10.1007/978-3-319-45153-4_37 (postprint)

This data represents details of two PyramidApp experiments explained in the article (Secondary school and vocational training experiments)

  • Secondary school data folder contains 3 rounds of 6 rounds of PyramidApp flows with 3 different student samples, 2 rounds each. 
  • Vocation Training school data folder has 7 csv files containing data of 3 PyramidApp rounds with the sample including the flow design. 
  • Each sub folder contains 7 csv files from the PyramidApp database.
  • Flow.csv has information about the PyramidApp activity authoring configurations.
  • Flow_available_students.csv contains which student IDs are available for which flow id. 
  • Flow_student.csv has details about students initial answers submitted for the given task in each flow.
  • Flow_student_rating.csv has rating values by each student in each flow with the timestamp.
  • Pyramid_groups.csv has the groups created for each flow.
  • Pyramid_students.csv has the information about when students added for respective pyramids.
  • Selected_answers.csv has the highly rated options for each group in each flow with the rating scores. 
  • Some fields are being encoded considering the nature of data and these csv files gives only the information considered in the context of the above publication.