Challenges in Translating Research to Practice for Evaluating Fairness & Bias in Recommendation Systems
Lex Beattie, Dan Taber, Henriette Cramer
Podcasts are spoken documents across a wide-range of genres and styles, with skyrocketing listenership across the world, and a rapidly lowering barrier to entry for both listeners and creators. The great strides which have been made in search and recommendation in research and industry have yet to see impact in the podcast space, where recommendations are still largely driven by word of mouth. In this perspective paper, we highlight the many differences between podcasts and other media which are readily accessed via search and recommendation, and discuss our perspective on challenges and future research directions in the domain of podcast information access.
Lex Beattie, Dan Taber, Henriette Cramer
Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed Aslam
Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones