K-Loop Free Assignment in Conference Review Systems

Longhua Guo, Jie Wu, Wei Chang, Jun Wu, Jianhua Li

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Peer review is a common process for evaluating paper submissions and selecting high-quality papers at academic conferences. A significant task is assigning submissions to appropriate reviewers. Considering the constraints of reviewers, papers, and conflicts of interest, retrieval-based methods and assignment-based methods were proposed in previous works. However, an author could also be a reviewer in the conference. The loops between authors and reviewers may cause cooperative cheating. In this paper, two algorithms are proposed for a k-loop free assignment, which ensures the loop length is no less than k. Inspired by the existing works, the first algorithm assigns reviewers to maximize the summation of suitability scores, temporarily ignoring the k-loop free constraint. Afterward, the loops are detected and adjusted based on mergers. The second algorithm generates k-loop free assignments within the nodes that are both reviewers and authors. The other assignments are generated using linear programming. Extensive experiments show the effectiveness of the proposed methods.

本文言語English
ホスト出版物のタイトル2018 International Conference on Computing, Networking and Communications, ICNC 2018
出版社Institute of Electrical and Electronics Engineers Inc.
ページ542-547
ページ数6
ISBN(電子版)9781538636527
DOI
出版ステータスPublished - 2018 6月 19
外部発表はい
イベント2018 International Conference on Computing, Networking and Communications, ICNC 2018 - Maui, United States
継続期間: 2018 3月 52018 3月 8

出版物シリーズ

名前2018 International Conference on Computing, Networking and Communications, ICNC 2018

Conference

Conference2018 International Conference on Computing, Networking and Communications, ICNC 2018
国/地域United States
CityMaui
Period18/3/518/3/8

ASJC Scopus subject areas

  • コンピュータ サイエンスの応用
  • ハードウェアとアーキテクチャ
  • コンピュータ ネットワークおよび通信

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