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WSDM 2021 Tutorial on Systematic Challenges and Computational Solutions on Bias and Unfairness in Peer Review

2021·5 ZitationenOpen Access
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5

Zitationen

1

Autoren

2021

Jahr

Abstract

Peer review is the backbone of scientific research. Yet peer review is called "biased," "broken," and "unscientific" in many scientific disciplines. This problem is further compounded with the near-exponentially growing number of submissions in various computer science conferences. Due to the prevalence of "Matthew effect'' of rich getting richer in academia, any source of unfairness in the peer review system, such as those discussed in this tutorial, can considerably affect the entire career trajectory of (young) researchers.

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