Automatic Paper-to-reviewer Assignment, Based on the Matching Degree of the Reviewers

被引:27
|
作者
Li, Xinlian [1 ]
Watanabe, Toyohide [1 ,2 ]
机构
[1] Nagoya Univ, Grad Sch Informat Sci, Nagoya, Aichi 4648603, Japan
[2] Nagoya Ind Sci Res Inst, Nagoya, Aichi 4640819, Japan
关键词
paper-to-reviewer assignment; Hungarian algorithm; matching degree; expertise degree; relevance degree;
D O I
10.1016/j.procs.2013.09.144
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
There are a number of issues which are involved with organizing a conference. Among these issues, assigning conference-papers to reviewers is one of the most difficult tasks. Assigning conference-papers to reviewers is automatically the most crucial part. In this paper, we address this issue of paper-to-reviewer assignment, and we propose a method to model the reviewers, based on the matching degree between the reviewers and the papers by combining a preference-based approach and a topic-based approach. We explain the assignment algorithm and show the evaluation results in comparison with the Hungarian algorithm. (C) 2013 The Authors. Published by Elsevier B.V.
引用
收藏
页码:633 / 642
页数:10
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