Web of Scholars: A Scholar Knowledge Graph
This provides a useful and interoperable tool for scholars in computer science to conduct in-depth analysis, though it is incremental as it applies existing mining techniques to a new domain.
The authors tackled the problem of analyzing complex networks among computer science scholars by developing Web of Scholars, a system that integrates mining techniques to enable fast semantic querying and recommendations, resulting in a tool with an open API for information sharing and in-depth analysis.
In this work, we demonstrate a novel system, namely Web of Scholars, which integrates state-of-the-art mining techniques to search, mine, and visualize complex networks behind scholars in the field of Computer Science. Relying on the knowledge graph, it provides services for fast, accurate, and intelligent semantic querying as well as powerful recommendations. In addition, in order to realize information sharing, it provides an open API to be served as the underlying architecture for advanced functions. Web of Scholars takes advantage of knowledge graph, which means that it will be able to access more knowledge if more search exist. It can be served as a useful and interoperable tool for scholars to conduct in-depth analysis within Science of Science.