Computational support for academic peer review: A perspective from artificial intelligence
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 …
1 70 COMMUNICATIONS OF THE ACM | MARCH 2017 | VOL. 60 | NO. 3 review articles ILL …
[HTML][HTML] Reviewer assignment algorithms for peer review automation: A survey
X Zhao, Y Zhang - Information Processing & Management, 2022 - Elsevier
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 …
fairness of peer review results. In the past three decades, many researchers have made a …
Expertise retrieval
People have looked for experts since before the advent of computers. With advances in
information retrieval technology and the large-scale availability of digital traces of …
information retrieval technology and the large-scale availability of digital traces of …
PeerReview4All: Fair and accurate reviewer assignment in peer review
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 review, with a focus on fairness and statistical accuracy. Our fairness objective is to …
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation
The paper-reviewer recommendation task is of significant academic importance for
conference chairs and journal editors. It aims to recommend appropriate experts in a …
conference chairs and journal editors. It aims to recommend appropriate experts in a …
On good and fair paper-reviewer assignment
Peer review has become the most common practice for judging papers submitted to a
conference for decades. An extremely important task involved in peer review is to assign …
conference for decades. An extremely important task involved in peer review is to assign …
Constrained multi-aspect expertise matching for committee review assignment
M Karimzadehgan, CX Zhai - Proceedings of the 18th ACM conference …, 2009 - dl.acm.org
Automatic review assignment can significantly improve the productivity of many people such
as conference organizers, journal editors and grant administrators. Most previous works …
as conference organizers, journal editors and grant administrators. Most previous works …
Leverage RAF to find domain experts on research social network services: A big data analytics methodology with MapReduce framework
J Sun, W Xu, J Ma, J Sun - International Journal of Production Economics, 2015 - Elsevier
With the rapid proliferation of information technology, the increasing amount of information
available has posted significant challenges on relevant information discovery for users. An …
available has posted significant challenges on relevant information discovery for users. An …
A novel classification method for paper-reviewer recommendation
Reviewer recommendation problem in the research field usually refers to invite experts to
comment on the quality of papers, proposals, etc. How to effectively and accurately …
comment on the quality of papers, proposals, etc. How to effectively and accurately …
Expertise matching via constraint-based optimization
Expertise matching, aiming to find the alignment between experts and queries, is a common
problem in many real applications such as conference paper-reviewer assignment, product …
problem in many real applications such as conference paper-reviewer assignment, product …