Overview of Knowledge Graphs

Knowledge graphs extend basic graph structures by integrating semantic metadata that describes the relationships between data entities. They present a significant advantage in data management as they amalgamate instance data with metadata, allowing organizations to reason and infer new relationships. For instance, while traditional databases associate entities such as customers and products through simple relations, knowledge graphs can articulate more complex relationships and enhance data integration by embedding ontologies, like those for product types or colors. This enriched structure enables more meaningful queries and insights, transforming how data is managed and utilized in various business contexts.