Research Activities

Research activities in the SPARKS Team (Scalable and Pervasive softwARe and Knowledge Systems) of the I3S Laboratory (Computer Science, Signals and Systems) that is a mixed research unit (UMR-7271) between the Université Côte d'Azur and the Centre National de la Recherche Scientifique (CNRS).

Research Topics

Current Research Projects

MC2 Joint Project Amadeus SAS – Université Côte d'Azur

This project is supported by the IDEX UCAJEDI Investments in the Future Project of the French Government, managed by the National Agency for Research (ANR) with the reference number ANR-15-IDEX-01. This research focuses on the integration of innovative consensus unsupervised and semi-supervised learning techniques developed in the I3S Laboratory into Amadeus' business processes.

This research project includes the CIFRE PhD Thesis of Mrs. Tianshu YANG, carried out from 1st May 2018 to 14th December 2021, and the Université Côte d'Azur Post-doctorate of M. Sujoy CHATTERJEE, carried out from 1st September 2018 to 31st August 2019, in collaboration with Amadeus SAS.

MC2 Project Publications: HAL-ANR IDEX UCAJEDI

Artificial Intelligence for Learning Record Store Activity Analysis

This project addresses the analysis and optimization of MOOCs learners’ success regarding course material usages, learning paths and progression indicators. This project involves the development of unsupervised, supervised and semi-supervised learning algorithmic approaches based on Machine Learning and Deep Learning techniques and algorithms.

This project includes the CIFRE PhD Thesis of M. Sergio SIMONIAN, starting on May 15th, 2021, in collaboration between Datum Academy / GIP FUN (France Université Numérique) and the Université Côte d'Azur.