The paper seems kind of dismissive:
> Knowledge graph-based systems, such as Squirrel [8], have been proposed to crawl the semantic web and represent data in structured formats. However, these approaches are typically limited to RDF-based web data and do not capture the dynamic, user-driven interactions seen in modern web applications.