The document discusses designing diversity-aware metrics for recommending scientific entities like researchers, papers, and events. It proposes metrics that consider dimensions like relevance, reputation, and diversity to surface a more well-rounded set of recommendations. The goal is to apply these metrics to applications like matching papers to reviewers and assigning conference talks to achieve more diverse perspectives.

1. Trusting Differently: Diversity-aware search for people, content, events Judith Simon, Institut Nicod, CNRS Aliaksandr Birukou , University of Trento, Italy [Insert header here] [Insert footer]

7. One more dimension - diversity [Insert header here] [Insert footer]

11. Thanks for your attention Contact me at birukou@gmail.com [Insert header here] [Insert footer]

12. Diversity-aware hiring in science Aliaksandr Birukou , University of Trento, Italy Fabio Casati, University of Trento, Italy [Insert header here] [Insert footer]