Within the past two decades there has been an increased amount of interest in human-centered information retrieval research beyond the traditional system-focused view embodied by Cranfield- and TREC-style evaluation. From blending search and recommender systems to work on search as learning, the limits of conventional search engines' focus on…

The exponential growth of digital libraries and the proliferation of scholarly content in electronic formats have made data mining and information retrieval essential tools for effectively managing, organizing, and disseminating knowledge. This thesis provides a comprehensive analysis of the advancements and challenges in these fields, with a…

Formative assessments (FA), which can occur in or out of class, are a way for students to demonstrate their understanding of the material, to see progress, and to receive feedback from instructors related to their learning process. Examples of in-class FAs include clicker questions with peer discussion, while homework assignments are an example of…