Abstract: Concepts may be associated with each other based on information provided by data sources. Entities may be associated based on the information provided by the data sources and characteristics of the entities. A concept graph may be generated based on the concepts such that each edge in the concept graph corresponds to a relationship between two or more associated concepts. A data graph may be generated based on the concept graph and the entities such that each node in the data graph corresponds to a concept or an entity and the edges in the data graph correspond to relationships between two or more concepts and such that other relationships between two or more associated concepts are absent from the concept graph. In response to a query, traversing the data graph to determine entities that are related to the query and providing a report that includes those entities.

Abstract: Embodiments are directed to managing data using network computers. A data graph may be provided based on knowledge graphs and information provided by data sources. Concepts and entities may be provided based on the data graph. Scoring models may be determined based on the concepts and the entities. Thematic scores for the entities may be generated based on the scoring models and the data graph such that the thematic scores include values that quantify each relationship between the concepts and the entities and such that an entity with a higher thematic score value for a concept has a relationship strength value that exceeds another relationship strength value for another entity with a lower thematic score value for the concept. A report that includes the thematic scores, the entities, and the concepts may be provided.