Before revision: A personal knowledge graph comprising people as nodes, their personal data as node attributes, and their relationships as edges has a number of applications in de-identification, master data management, and fraud prevention .
After revision: Cold start knowledge base population (KBP) is the problem of populating a knowledge base from unstructured documents .