This is possible because “The Next Web” is a concept (or an entity) – in the Google Knowledge Graph – that describes an organization along with its main attributes (the founders Boris and ...

A knowledge graph, also known as a semantic network, represents a network of real-world entities—i.e. objects, events, situations, or concepts—and illustrates the relationship between them. This ...

Therefore, we will ask an LLM to create the knowledge graph. Image from author, June 2024 Of course, it’s the LMI framework that efficiently guides the LLM to perform this task.

Conventional knowledge graph embedding methods mainly assume that all entities at reasoning stage are available in the original training graph. But in real-world application scenarios, newly emerged ...

For example, the graph can answer the question “What are the Asian developing countries?” “The Concept Graph scans through web pages and extracts instances that belong to concepts,” Jiang explains.

To address this limitation, Microsoft introduced the concept of GraphRAG in early 2024. ... A specialized knowledge graph engine then executes the query, returning a precise and logical answer.

Abstract: Motivated by the vast applications of knowledge graph and the increasing demand in education domain, we propose a system, called KnowEdu, to automatically construct knowledge graph for ...

While Google popularized the term “knowledge graph” in 2012, the concept of representing knowledge as interconnected information has roots dating back to the 1980s.