arXiv:2506.21331cs.DLcs.CV2025-06被引 5

基于参考文献自动匹配最合适的论文审稿人

Automatic Reviewers Assignment to a Research Paper Based on Allied References and Publications Weight

  • 通过分析论文参考文献作者和研究主题关键词,挖掘潜在审稿人
  • 综合h-index、i10-index与引用次数对学者进行评分排序
  • 自动过滤合作者并获取邮箱,适合期刊审稿系统集成

每天大量研究论文提交至会议、期刊等出版物,依赖外部专家进行同行评审。然而,高效匹配最佳审稿人仍具挑战,尤其在新兴领域研究数量激增的背景下。本文提出并实现一种新方法:首先提取论文参考文献中的作者,统计其在相关领域的发表记录;接着自动抓取研究主题关键词,搜索该领域前n位顶尖学者,并计算其h-index、i10-index及引用数;根据综合得分排序后,自动访问学者主页获取邮箱,同时排除其合作者与同事,最终筛选出最适合作为审稿人的前n位学者(通常为教授)。该方法可显著提升审稿人匹配效率与专业性。

原文摘要 · Abstract (English)

Everyday, a vast stream of research documents is submitted to conferences, anthologies, journals, newsletters, annual reports, daily papers, and various periodicals. Many such publications use independent external specialists to review submissions. This process is called peer review, and the reviewers are called referees. However, it is not always possible to pick the best referee for reviewing. Moreover, new research fields are emerging in every sector, and the number of research papers is increasing dramatically. To review all these papers, every journal assigns a small team of referees who may not be experts in all areas. For example, a research paper in communication technology should be reviewed by an expert from the same field. Thus, efficiently selecting the best reviewer or referee for a research paper is a big challenge. In this research, we propose and implement program that uses a new strategy to automatically select the best reviewers for a research paper. Every research paper contains references at the end, usually from the same area. First, we collect the references and count authors who have at least one paper in the references. Then, we automatically browse the web to extract research topic keywords. Next, we search for top researchers in the specific topic and count their h-index, i10-index, and citations for the first n authors. Afterward, we rank the top n authors based on a score and automatically browse their homepages to retrieve email addresses. We also check their co-authors and colleagues online and discard them from the list. The remaining top n authors, generally professors, are likely the best referees for reviewing the research paper.

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