A scholarly recommendation system is an important tool for identifying prior and related
resources such as literature, datasets, grants, and collaborators. A well-designed scholarly …

Computational support for academic peer review: a perspective from artificial intelligence Page
1 70 COMMUNICATIONS OF THE ACM | MARCH 2017 | VOL. 60 | NO. 3 review articles ILL …

Challenges, experiments, and computational solutions in peer review Page 1 76
COMMUNICATIONS OF THE ACM | JUNE 2022 | VOL. 65 | NO. 6 review articles IMA GER YB Y …

We consider three important challenges in conference peer review:(i) reviewers maliciously
attempting to get assigned to certain papers to provide positive reviews, possibly as part of …

Appropriate reviewer assignment significantly impacts the quality of proposal evaluation, as
accurate and fair reviews are contingent on their assignment to relevant reviewers. The …

Assigning paper to suitable reviewers is of great significance to ensure the accuracy and
fairness of peer review results. In the past three decades, many researchers have made a …

Automatically matching reviewers to papers is a crucial step of the peer review process for
venues receiving thousands of submissions. Unfortunately, common paper matching …

Peer review assignment algorithms aim to match research papers to suitable expert
reviewers, working to maximize the quality of the resulting reviews. A key challenge in …

We consider the problem of automated assignment of papers to reviewers in conference
peer review, with a focus on fairness and statistical accuracy. Our fairness objective is to …

Peer-reviewed conferences, the main publication venues in CS, rely critically on matching
highly qualified reviewers for each paper. Because of the growing scale of these …