Knowledge Graph

Building a Bank-wide Knowledge Graph with Graph Database

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Building a Bank-wide Knowledge Graph with Graph Database

In recent years, with the deepening application of big data and artificial intelligence technologies in the financial industry, a rapid development of financial technology driven by numerous AI applications has emerged. Knowledge graphs, recognized as the third generation of artificial intelligence technology, are gradually penetrating various application areas in finance, providing deeper information analysis and … Read more

Applications of Knowledge Graphs in Intelligent Education

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Applications of Knowledge Graphs in Intelligent Education

1 Introduction to Knowledge Graphs A knowledge graph is a large-scale semantic network that represents the real world in a semantic format. It represents entities as nodes, and the properties of entities and the relationships between entities as edges, forming a network structure. This structured form is recognizable by humans and friendly to machines, facilitating … Read more

Defining Relationships in Knowledge Graphs and Their Applications in Education

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Defining Relationships in Knowledge Graphs and Their Applications in Education

(Scan the QR code at the bottom of this page to learn more) A knowledge graph is a graph structure used to describe knowledge and information, organizing and representing knowledge by representing entities, concepts, and their relationships as nodes and edges. By organizing knowledge in the form of a graph, knowledge graphs can conveniently represent … Read more

Tsinghua University: Knowledge Graph in Artificial Intelligence

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Tsinghua University: Knowledge Graph in Artificial Intelligence

The Knowledge Graph is a successful application of knowledge engineering, an important branch of artificial intelligence, in the context of big data. Together with big data and deep learning, knowledge graphs have become one of the core driving forces behind the development of the internet and artificial intelligence. Based on this background, the Research Report … Read more

Best Practices in Medical Education Digitalization Based on Knowledge Graphs and Virtual Simulation

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Best Practices in Medical Education Digitalization Based on Knowledge Graphs and Virtual Simulation

Based on Knowledge Graphs and Virtual Simulation Digitalization of Medical Education This article received the “Best Practice” award at the Medical Education Forum (2023) Authors: Jia Mozhi, Zou Qinghua, Yu Yanrong, He Xiaoyan, Peng Yihong* (Department of Pathogenic Biology, Peking University School of Basic Medical Sciences, Haidian District, Beijing, 100083) Abstract The 20th National Congress … Read more

Multi-Hop Reasoning in Knowledge Graphs: Probabilistic Embedding

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Multi-Hop Reasoning in Knowledge Graphs: Probabilistic Embedding

Guest Speaker | Lan Nok Yat Transcription | Li Sijie 1. Background: Multi-Hop Reasoning on Knowledge Graphs? (1) Knowledge Graph The concept of knowledge graphs was proposed around 1970, and by around 2000, Google began to develop this concept as a key area. Knowledge graphs originate from graphs, consisting of a set of nodes and … Read more

What Is a Knowledge Graph? Main Applications in Various Fields

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What Is a Knowledge Graph? Main Applications in Various Fields

When you search for information, read the news, scroll through short videos, or shop, every piece of content that moves you may have the influence of a knowledge graph behind it. What Is a Knowledge Graph A knowledge graph is a data structure based on graphs, essentially a semantic network, that displays complex knowledge domains … Read more

Understanding Knowledge Graphs: The Core Driver of AI

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Understanding Knowledge Graphs: The Core Driver of AI

01 The Core Driver of Artificial Intelligence: Knowledge Graphs The scale and speed of data and information generation today make it difficult for organizations to effectively extract valuable insights frommassive information and diverse sources. We rely on Google, Amazon, Alexa, and other chatbots because they help us find information and take action in ways that … Read more

From Concept to Practice | Comprehensive Understanding of Knowledge Graphs

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From Concept to Practice | Comprehensive Understanding of Knowledge Graphs

The Knowledge Graph is an important branch of artificial intelligence. It was proposed by Google in 2012 and has become a killer application for building large-scale knowledge, playing a crucial role in areas such as search, natural language processing, intelligent assistants, and e-commerce. The Knowledge Graph, along with big data and deep learning, has become … Read more

Knowledge Graph: Weaving a Network of Knowledge

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Knowledge Graph: Weaving a Network of Knowledge

1 Introduction to the Algorithm The Knowledge Graph is an important branch of artificial intelligence technology, proposed by Google in 2012. It is a structured semantic knowledge base used to describe concepts in the physical world and their interrelationships in symbolic form. Its basic unit consists of “entity-relation-entity” triples, as well as entity and its … Read more