Projects Summary

In the IDEA Lab we work on various projects using Machine Learning and Data Analysis Techniques.

In sports, IDEA Lab. members have developed methods that are capable of analyzing a soccer game at an unprecedented scale. Through statistical machine learning and mathematical models validated by soccer experts, every run and pass a player makes and its potential benefits for the team can be analyzed. The insights provided enables players, coaches and commentators to analyze and visualize every single decision made during a game or even the entire season.

Sport Analytics

In education, the research focus is on use advanced natural language processing and deep learning to develop personalized educational applications and content. Making large-scale, automated generation of free to use educational content is a research priority. Keeping with the spirit of the lab., close collaborations with practicing teachers ensures practical relevance of the developed methods.

Sharing Multilingual Word Embeddings between High and Low Resource Languages