Investigating the reviewer assignment problem: A systematic literature review

AC Ribeiro, A Sizo, LP Reis - Journal of Information Science, 2023 - journals.sagepub.com
The assignment of appropriate reviewers to academic articles, known as the reviewer
assignment problem (RAP), has become a crucial issue in academia. While there has been …

PeerReview4All: Fair and accurate reviewer assignment in peer review

I Stelmakh, NB Shah, A Singh - Algorithmic Learning Theory, 2019 - proceedings.mlr.press
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 …

A recommender system of reviewers and experts in reviewing problems

J Protasiewicz, W Pedrycz, M Kozłowski… - Knowledge-Based …, 2016 - Elsevier
In this study, we propose the architecture of a content-based recommender system aimed at
the selection of reviewers (experts) to evaluate research proposals or articles. We introduce …

A gold standard dataset for the reviewer assignment problem

I Stelmakh, J Wieting, G Neubig, NB Shah - arXiv preprint arXiv …, 2023 - arxiv.org
Many peer-review venues are either using or looking to use algorithms to assign
submissions to reviewers. The crux of such automated approaches is the notion of the" …

Author–Subject–Topic model for reviewer recommendation

J Jin, Q Geng, H Mou, C Chen - Journal of Information …, 2019 - journals.sagepub.com
Interdisciplinary studies are becoming increasingly popular, and research domains of many
experts are becoming diverse. This phenomenon brings difficulty in recommending experts …

Integrating the trend of research interest for reviewer assignment

J Jin, Q Geng, Q Zhao, L Zhang - … of the 26th international conference on …, 2017 - dl.acm.org
Reviewer assignment problem in the research field usually refers to invite experts for
comments on the quality of papers, projects, etc. Different factors in conventional …

An integer linear programming model of reviewer assignment with research interest considerations

J Jin, B Niu, P Ji, Q Geng - Annals of Operations Research, 2020 - Springer
In the regular work process of peer review, editors have to read and understand the entire
set of submissions to choose appropriate reviewers. However, due to a large number of …

PeerReview4All: Fair and accurate reviewer assignment in peer review

I Stelmakh, N Shah, A Singh - Journal of Machine Learning Research, 2021 - jmlr.org
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 …

Identifying expertise through semantic modeling: A modified BBPSO algorithm for the reviewer assignment problem

C Yang, T Liu, W Yi, X Chen, B Niu - Applied Soft Computing, 2020 - Elsevier
Reviewers play a significant role in academic peer review activities, including conference
paper assignment and funding selection, because their evaluation of proposals impacts the …

Trust agent-based behavior induction in social networks

L Li, J He, M Wang, X Wu - IEEE Intelligent Systems, 2016 - ieeexplore.ieee.org
The essence of social networks is that they can influence people's public opinions and
group behaviors form quickly. Negative group behavior influences societal stability …