Table of Contents: Acknowledgments / Introduction / Information Retrieval Frameworks / Dynamic IR for a Single Query / Dynamic IR for Sessions / Dynamic IR for Recommender Systems / Evaluating Dynamic IR Systems / Conclusion / Bibliography / Authors' Biographies