REMatch:研究专家匹配系统

Md. Iqbal Hossain, S. Kobourov, H. Purchase, M. Surdeanu
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引用次数: 2

摘要

我们描述了一个旨在处理,分析和可视化学术数据的系统,从研究论文和研究提案到所教授的课程列表,咨询,内部和外部服务。这有助于确定某一特定领域的专家以便进行未来的合作,也有助于组建强大的多学科团队来申请未来的研究经费。我们的REMatch系统旨在通过利用自然语言处理、机器学习和交互式可视化来支持这些任务。具体来说,REMatch提供了一个功能系统,它实现了一个大型底层网络的浏览器内、基于地图的交互式导航,支持语义缩放、平移、搜索和地图覆盖。通过一个小规模的案例研究对系统的原型进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
REMatch: Research Expert Matching System
We describe a system designed to process, analyze and visualize academic data, from research papers and research proposals to list of courses taught, consulting, internal and external service. This can be helpful in identifying experts in a given field for future collaborations, as well as in putting together strong multi-disciplinary teams to apply for future research funding. Our REMatch system aims to support such tasks by leveraging natural language processing, machine learning, and interactive visualization. Specifically, REMatch provides a functional system that implements in-the-browser, map-based interactive navigation of a large underlying network, supporting semantic zooming, panning, searching, and map overlays. A prototype of the system is evaluated with a small-scale case study.
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