Our goal is to consider new questions and address emerging problems via an interdisciplinary effort that leverages the understanding of all aspects of human-data-algorithm interactions and leads to the development of tools - both algorithmic and regulatory - that synthesize knowledge from computer science/data science and the social sciences/humanities. Ultimately, these developments will enable well-informed recommendations for approaches to policy-making and governance that are adapted to this new ecosystem.