Knowledge graph - Wikipedia
...Knowledge graph Example conceptual diagram In knowledge representation and reasoning, a knowledge graph is a knowledge base that uses a graph -structured data model or topology to represent and operate on data....
https://en.wikipedia.org/wiki/Knowledge_graph
What is a knowledge graph? - IBM
...What is a knowledge graph? A knowledge graph, also known as a semantic network, represents a network of real-world entities?such as objects, events, situations or concepts?and illustrates the relationship between them....
https://www.ibm.com/think/topics/knowledge-graph
What is a Knowledge Graph? - GeeksforGeeks
...A Knowledge Graph is a structured, graph-based representation of entities and the relationships between them. In essence, a Knowledge Graph transforms disconnected data into actionable knowledge, enabling computers to "think" and respond more intelligently, mirroring how our own brains connect ideas to comprehend the world around us....
https://www.geeksforgeeks.org/data-analysis/what-is-a-knowledge-graph/
Knowledge Graph Explained for Better Data Insights
...Knowledge graphs are transformative tools that enable AI systems to understand and interpret the world in a more structured and meaningful way. By organizing information as interconnected entities and relationships, they allow systems to answer questions, make predictions, and provide personalized experiences....
https://www.actian.com/blog/data-management/knowledge-graphs-explained/
Knowledge Graphs 101: The Story (and Benefits) Behind the Hype
...Knowledge graphs can deal with their diversity and the lack of centralized control because it is a paradigm suited to the global data ecosystem that includes every organization. Better yet, as the information and an organization?s understanding and needs from that information change, so does the knowledge graph....
https://www.dataversity.net/articles/knowledge-graphs-101-the-story-and-benefits-behind-the-hype/
Knowledge Graphs
...It covers basic fundamentals, graph data models, knowledge modelling, reasoning, knowledge graph creation and enrichment, quality assessment, knowledge graph publishing, as well as prominent examples of knowledge graphs. We also have an Examples Repository for a more hands-on introduction of how to write queries for knowledge graphs....
http://knowledgegraphs.org/
What Is a Knowledge Graph? - Graph Database & Analytics
...A knowledge graph is an organized representation of real-world entities and their relationships. It is typically stored in a graph database, which natively stores the relationships between data entities. Entities in a knowledge graph can represent objects, events, situations, or concepts. The relationships between these entities capture the context and meaning of how they are connected. A ......
https://neo4j.com/blog/knowledge-graph/what-is-knowledge-graph/
An Introduction to Knowledge Graphs - SAIL Blog
...Knowledge Graphs (KGs) have emerged as a compelling abstraction for organizing the world?s structured knowledge, and as a way to integrate information extracted from multiple data sources. Knowledge graphs have started to play a central role in representing the information extracted using natural language processing and computer vision. Domain knowledge expressed in KGs is being input into ......
https://ai.stanford.edu/blog/introduction-to-knowledge-graphs/
Why You Need a Knowledge Graph, And How to Build It
...A knowledge graph, based in graph database technology, is built to handle a diverse network of processes and entities. In a knowledge graph, you have nodes that represent people, events, places, resources, documents, etc....
https://towardsdatascience.com/why-you-need-a-knowledgegraph-and-how-to-build-it-ac4f35cb75b7/
Knowledge Graphs | ACM Computing Surveys
...In this article, we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that require exploiting diverse, dynamic, large-scale collections of data. After ......
https://dl.acm.org/doi/10.1145/3447772