Ligaj did a great job on his Ph.D. defense today on the topic “Enhancing Collaborative Filtering-based Rating-Prediction by Discovering and Incorporating User Concerns from User Reviews”. Congratulations, Dr. Pradhan ! We wish you the best for your future success.