Niloufar Salehi - From content moderation to school assignment: What do theories of justice teach us about design?

Speaker: Niloufar Salehi , School of Information, UC Berkeley

Date: Tuesday, October 18, 2022

Time: 4:00 PM to 5:00 PM Note: all times are in the Eastern Time Zone

Public: Yes

Location: 32-D463 (Star)

Event Type: Seminar

Room Description:

Host: Crystal Lee, CSAIL MIT

Contact: Cynthia Rosenthal, crosenth@csail.mit.edu

Relevant URL:

Speaker URL: https://niloufar.org/

Speaker Photo:
Niloufarsalehi

Reminders to: seminars@csail.mit.edu, mitcsailhci@mit.edu, hcifac@lists.csail.mit.edu, HCI-seminar@lists.csail.mit.edu

Reminder Subject: TALK: Niloufar Salehi - Talk

Abstract:
Computational systems have a complex relationship with justice: they may be designed with the intent to promote justice, tasked to resolve injustices, or actively contribute to injustice itself. In this talk I will take two theories of justice, restorative and distributive justice, as frameworks to analyze and imagine alternatives to two real-world systems. First, I will analyze online harms such as harassment and revenge porn and how they are currently addressed through content moderation. I will use restorative justice to discuss the shortcomings of content moderation to effectively address those harms and discuss what alternatives we might design. Second, I will analyze an attempt at using computational systems to promote distributive justice in public schools in San Francisco that ultimately failed to achieve its theoretical promises of transparency, equity, and efficiency. I will show how incorrect modeling assumptions about families’ priorities, constraints, and goals clashed with the real world causing the algorithm to fail. Through this work I argue for recognizing the limitations of algorithmic solutions, broadening how we evaluate computational socio-technical systems, and ongoing engagement with those affected by those systems.

Bio:
Niloufar Salehi is an assistant professor at the School of Information at UC Berkeley, with an affiliated appointment in Electrical Engineering and Computer Science. Her research interests are in social computing, participatory and critical design, human-centered AI, and more broadly, human-computer-interaction (HCI). Her work has been published and received awards in premier venues including ACM CHI and CSCW and has been covered in VentureBeat, Wired, and the Guardian. She is a W. T. Grant Foundation scholar and also co-directs the Algorithmic Fairness and Opacity Working Group (AFOG). She received her PhD in computer science from Stanford University in 2018.

This seminar will also be streamed over Zoom: https://mit.zoom.us/j/94488330037.

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See other events that are part of the HCI Seminar Series 2022 - 2023.

Created by Cynthia Rosenthal Email at Thursday, October 13, 2022 at 4:39 PM.