Dr Shapira's main interests are in the field of recommender systems, personalization, and information retrieval and utilizing crowd wisdom from social media to enhance these services. She has led many research projects in these fields and has published nearly 100 reviewed papers in journals and conferences and has become a known expert in these areas.