Threddy: An Interactive System for Personalized Thread-based Exploration and Organization of Scientific Literature

Hyeonsu B Kang, Joseph Chee Chang, Yongsung Kim, A. Kittur
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引用次数: 14

Abstract

Reviewing the literature to understand relevant threads of past work is a critical part of research and vehicle for learning. However, as the scientific literature grows the challenges for users to find and make sense of the many different threads of research grow as well. Previous work has helped scholars to find and group papers with citation information or textual similarity using standalone tools or overview visualizations. Instead, in this work we explore a tool integrated into users’ reading process that helps them with leveraging authors’ existing summarization of threads, typically in introduction or related work sections, in order to situate their own work’s contributions. To explore this we developed a prototype that supports efficient extraction and organization of threads along with supporting evidence as scientists read research articles. The system then recommends further relevant articles based on user-created threads. We evaluate the system in a lab study and find that it helps scientists to follow and curate research threads without breaking out of their flow of reading, collect relevant papers and clips, and discover interesting new articles to further grow threads.
线程:一个基于线程的科学文献个性化探索与组织的交互式系统
回顾文献以了解过去工作的相关线索是研究和学习的关键部分。然而,随着科学文献的增长,用户寻找和理解许多不同研究线索的挑战也在增长。以前的工作已经帮助学者使用独立工具或概述可视化来查找和分组具有引文信息或文本相似性的论文。相反,在这项工作中,我们探索了一个集成到用户阅读过程中的工具,该工具可以帮助他们利用作者现有的线程摘要,通常在介绍或相关工作部分,以便定位他们自己的工作贡献。为了探索这一点,我们开发了一个原型,支持科学家在阅读研究文章时有效地提取和组织线索以及支持证据。然后系统根据用户创建的线程推荐更多相关的文章。我们在实验室研究中评估了该系统,发现它可以帮助科学家在不中断阅读流程的情况下跟踪和整理研究线索,收集相关论文和剪辑,并发现有趣的新文章以进一步发展线索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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