Keyword Analysis & Research: knowledge graph
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Knowledge graph - Wikipedia
https://en.wikipedia.org/wiki/Knowledge_graph
WebIn 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. Knowledge graphs are often used to store interlinked descriptions of entities – objects, events, situations or abstract concepts – while also encoding the semantics or ...
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What Is a Knowledge Graph? | IBM
https://www.ibm.com/topics/knowledge-graph
WebA 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. This information is usually stored in a graph database and visualized as a graph structure, prompting the term knowledge “graph.”.
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An Introduction to Knowledge Graphs | SAIL Blog
https://ai.stanford.edu/blog/introduction-to-knowledge-graphs/
WebMay 10, 2021. 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.
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A guide to the Knowledge Graphs - Towards Data Science
https://towardsdatascience.com/a-guide-to-the-knowledge-graphs-bfb5c40272f1
WebAug 30, 2021 · What is a Knowledge graph? To better under Knowledge graphs, let's start by understanding its basic unit i.e. a “fact”. A fact is the most basic piece of information that can be stored in a KG. Facts can be represented in form of triplets in either of the ways, - HRT: <head, relation, tail> - SPO: <subject, predicate, object>
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What Is a Knowledge Graph? - Graph Database & Analytics
https://neo4j.com/blog/what-is-knowledge-graph/
WebJul 18, 2023 · What Is a Knowledge Graph? A knowledge graph captures information about foundational (key/main) entities in a domain or a business and the relationships between them. This is the most general definition I could think of, and because of its generality, it will probably leave you unsatisfied, so here are some more refined ones …
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What Is a Knowledge Graph? Examples, Uses & More. | Built In
https://builtin.com/data-science/knowledge-graph
WebMar 16, 2023 · What Is a Knowledge Graph? The knowledge graph is a data cluster that helps users grasp and model complex concepts. It’s helpful for studying and analyzing complex relationships between various data points. This tool can help you make better business decisions based on factual data.
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In-depth Guide to Knowledge Graph: Benefits, Use Cases
https://research.aimultiple.com/knowledge-graph/
WebApr 26, 2023 · A knowledge graph integrates data from diverse sources into a unified, structured, and interconnected representation, offering a more comprehensive view of information. By doing so, knowledge graphs not only streamline data governance but also unlock numerous benefits and use cases across various domains.
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Knowledge graphs: Introduction, history, and perspectives
https://onlinelibrary.wiley.com/doi/full/10.1002/aaai.12033
WebMar 31, 2022 · KNOWLEDGE GRAPH DEFINITION. A KG is a directed labeled graph in which domain-specific meanings are associated with nodes and edges. A node could represent any real-world entity, for example, people, companies, and computers. An edge label captures the relationship of interest between the two nodes.
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What is a Knowledge Graph? | Ontotext Fundamentals
https://www.ontotext.com/knowledgehub/fundamentals/what-is-a-knowledge-graph/
WebWhat is a Knowledge Graph? The heart of the knowledge graph is a knowledge model: a collection of interlinked descriptions of concepts, entities, relationships and events. Knowledge graphs put data in context via linking and semantic metadata and this way provide a framework for data integration, unification, analytics and sharing. The heart of ...
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Introducing the Knowledge Graph: things, not strings - The Keyword
https://blog.google/products/search/introducing-knowledge-graph-things-not/
WebMay 16, 2012 · The Knowledge Graph enables you to search for things, people or places that Google knows about—landmarks, celebrities, cities, sports teams, buildings, geographical features, movies, celestial objects, works of art and more—and instantly get information that’s relevant to your query.
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