Standard Highlight: IEEE P2807.4 Guide for Scientific Knowledge Graphs

Introduction A scientific knowledge graph is a representative domain knowledge graph that focuses on scientific knowledge, takes scholars, periodicals, etc., as resources, and models their entities, attributes, and relations. Scientific knowledge graphs support applications such as technical insight, scholar profiles, and correlation mining of scientific knowledge. However, the normalization of the construction and utilization of scientific knowledge graph has not been perfect. To this end, this guide proposes data governance, construction techniques, integration services, applications, and ecological development for the scientific knowledge graph. It provides guidance for the work of stakeholders such as data suppliers, technology suppliers, integrators, users, and ecological partners of the scientific knowledge graph, and promotes communication and cooperation among stakeholders. The following figure is the framework of scientific knowledge graph defined in this standard. Overview ... Read full article.