We propose a tool for experts finding applied to academic data generated by the start-up DSRT in the context of its application Peerus. A user may submit the title, the abstract and optionnally the authors and the journal of publication of a scientific article and the application then returns a list of experts, potential reviewers of the submitted article. The retrieval algorithm is a voting system based on a language modeling technique trained on several millions of scientific papers.
翻译:我们提出了一个专家发现工具,用于专家在应用Peerus软件时对启动DSRT产生的学术数据进行检索,用户可以提交科学文章的标题、摘要和可选的作者以及出版刊物,然后,应用可返回一份专家名单,即所提交文章的潜在审查者,检索算法是一种投票系统,其依据是经过数百万份科学论文培训的语言模型技术。