Maintaining research-related information in an organized manner can be challenging for a researcher. In this paper, we envision personal research knowledge graphs (PRKGs) as a means to represent structured information about the research activities of a researcher. PRKGs can be used to power intelligent personal assistants, and personalize various applications. We explore what entities and relations could be potentially included in a PRKG, how to extract them from various sources, and how to share a PRKG within a research group.
翻译:以有组织的方式维护与研究有关的信息对研究人员来说可能具有挑战性。 在本文中,我们设想个人研究知识图(PRKGs)作为代表有关研究人员研究活动结构化信息的一种手段。 PRKGs可以用来为智能个人助理提供动力,并将各种应用个人化。 我们探索哪些实体和关系可以被纳入PRKG,如何从各种来源提取这些实体和关系,以及如何在一个研究小组中分享PRKG。