output
20092026
most citedImproving fairness in machine learning systems: What do industry practitioners need?

758 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.SIShow all

6 papers · 1 filter

cs.SI2020★ 172 cited

Examining the consumption of radical content on YouTube

Homa Hosseinmardi, Amir Ghasemian, Aaron Clauset +3

Although it is under-studied relative to other social media platforms, YouTube is arguably the largest and most engaging online media consumption platform in the world. Recently, Y…

cs.SI2016★ 23 cited

Averaging Gone Wrong: Using Time-Aware Analyses to Better Understand Behavior

Samuel Barbosa, Dan Cosley, Amit Sharma +1

Online communities provide a fertile ground for analyzing people's behavior and improving our understanding of social processes. Because both people and communities change over tim…

cs.SI2016★ 35 cited

Predictability of Popularity: Gaps between Prediction and Understanding

Benjamin Shulman, Amit Sharma, Dan Cosley

Can we predict the future popularity of a song, movie or tweet? Recent work suggests that although it may be hard to predict an item's popularity when it is first introduced, peeki…

cs.SI2016★ 147 cited

Exploring limits to prediction in complex social systems

Travis Martin, Jake M. Hofman, Amit Sharma +2

How predictable is success in complex social systems? In spite of a recent profusion of prediction studies that exploit online social and information network data, this question re…

cs.SI2015★ 98 cited

Estimating the Causal Impact of Recommendation Systems from Observational Data

Amit Sharma, Jake M. Hofman, Duncan J. Watts

Recommendation systems are an increasingly prominent part of the web, accounting for up to a third of all traffic on several of the world's most popular sites. Nevertheless, little…

cs.SI2014★ 103 cited

Processing Social Media Messages in Mass Emergency: A Survey

Muhammad Imran, Carlos Castillo, Fernando Diaz +1

Social media platforms provide active communication channels during mass convergence and emergency events such as disasters caused by natural hazards. As a result, first responders…