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

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

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

Artificial Intelligence and Intelligent Education: Knowledge Graphs as the Cornerstone of AI

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Artificial Intelligence and Intelligent Education: Knowledge Graphs as the Cornerstone of AI

We live in an era of information explosion, where new data is generated constantly. Crude oil is refined into gasoline, diesel, and chemical products, which are higher-value commodities. Similarly, data is refined and processed into information, knowledge, and wisdom to unleash greater value. So how do we extract value from data? The DIKW (Data, Information, … Read more

Technical and Applications of Knowledge Graphs

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Technical and Applications of Knowledge Graphs

↑Click “Shanghai Financial Information Industry Association” to follow us From the early days of Google search to today’s chatbots, big data risk control, securities investment, smart healthcare, adaptive education, and recommendation systems, all are related to knowledge graphs. Its popularity in the technical field has also been increasing year by year. This article explains the … Read more

Knowledge Graphs in Education Assessment and Monitoring

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Knowledge Graphs in Education Assessment and Monitoring

Knowledge graphs have many applications, such as intelligent search, question-answering systems, recommendation systems, and information extraction. They can help people better organize and utilize vast amounts of knowledge, providing smarter and more personalized services. The concept of knowledge graphs originated in the field of artificial intelligence and is a technique used to represent and organize … Read more

Summary of Knowledge Graph Construction Methods

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Summary of Knowledge Graph Construction Methods

Highly Recommended: Application of Knowledge Graphs and AI Large Language Models in the New Form of Digital Teaching for University Teachers The process of constructing a knowledge graph is a continuous iterative process that combines human and machine, primarily driven by machine learning, along with expert definitions and corrections. The tasks requiring human intervention include … Read more