12/21/2023 0 Comments Knowledge graph![]() For instance, if you work with business information, Person, Organization, and Location can be classes. What is a knowledge graph?Ī knowledge graph is a way to integrate data coming from a variety of disjointed sources in the network that connects different data entities - objects, people, events, situations, or abstract concepts - and depicts their semantic relationships.ĭepending on the relationships between entities, they form classes organized into a hierarchical structure. So, if you want to apply this technology in your projects but have no idea where to start, this post is a great place. This post aims to dive deeper into the topic and give a complete picture of what knowledge graphs are, their components and concepts, and how businesses can use them for better decision-making and growth. Our article about a data fabric partially touched on knowledge graphs. And what made all of these things possible? Right, knowledge graphs. To make such things happen, it had to go through many websites, find relationships between the information presented there, and finally serve useful data with great precision and speed. However, it ain’t that easy for the search engine - Google in our case. And it looks so natural for the user’s eye to find additional info, including his place of birth, the actors he appeared with, and his spouse on the SERP without having to go any further… You see data that is directly related to the “Robert De Niro date of birth” search query - such as his age. …then you’ve already crossed paths with the star of our article - a knowledge graph.Īs a digital representation of a network of real-world entities, a knowledge graph is the foundation of search engines or question-answering services. Google results for the query “Robert De Niro date of birth” If you’ve ever used a search engine to find out more about one of your interests and you’ve seen something like this… The future of knowledge graphs Reading time: 10 minutes.Fraud prevention in finance and banking.Knowledge graphs for enterprise data integration.Knowledge graphs for building personal assistants and chatbots.Knowledge graphs for organizing data over the internet.General scenarios of using knowledge graphs.
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