artificial intelligence

Interactive Teaching and Learning: Knowledge Graph Construction and Simulation Platform

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Interactive Teaching and Learning: Knowledge Graph Construction and Simulation Platform

Editor’s Note Excellent teaching aims to promote the transformation of teaching and learning, striving to make students the main body of learning. Sun Yat-sen University actively explores methods such as “large lecture + small seminar”, “freshman seminar”, and “flipped classroom”, implementing small class teaching, advancing educational digitization, emphasizing guidance for students’ learning, and increasing interaction … Read more

Real-World Medical Knowledge Graph and Clinical Event Graph Construction

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Real-World Medical Knowledge Graph and Clinical Event Graph Construction

Due to historical reasons, the characteristics of medical information systems vary among different vendors, and patient information is stored in different internal systems. To use data scattered across various systems, effective governance of the data is required to extract and combine data for the same patient and the same visit into a comprehensive view of … Read more

Future Prospects of Medical Knowledge Graphs

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Future Prospects of Medical Knowledge Graphs

Artificial intelligence is becoming commonplace. In the medical field, doctors are increasingly recognizing the improvements in disease diagnosis efficiency and treatment value brought by artificial intelligence. To realize medical AI, it is necessary to build medical knowledge graphs to meet the application needs of knowledge in the medical field. ◆ ◆ ◆ What is a … Read more

Research on Explainable Knowledge Graph Reasoning

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Research on Explainable Knowledge Graph Reasoning

About 6600 words in this article, recommended reading time is 5 minutes. The theme of this presentation is research on explainable knowledge graph reasoning. The report is divided into the following 5 parts: Research Background Frontier Progress Research Motivation Recent Research Research Outlook 01 Research Background 1. Introduction First, let’s introduce the background. After more … Read more

An Overview of Knowledge Graph Technology and Its Applications

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An Overview of Knowledge Graph Technology and Its Applications

1 Overview The concept of knowledge graphs was first proposed by Google on May 17, 2012, aiming to describe concepts, entities, events, and their relationships in the objective world, serving as a core foundation for building the next generation of intelligent search engines. In simple terms, a knowledge graph is a network of relationships formed … 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 news, scroll through short videos, or shop, every piece of content that moves you may be influenced by knowledge graphs. What Is a Knowledge Graph A knowledge graph is a graph-based data structure, essentially a semantic network, that displays complex knowledge domains through data mining, information processing, knowledge metrics, … 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

Celebrating the 73rd Anniversary of the People’s Republic of China When you search for information, watch the news, scroll through short videos, or shop, every piece of content that resonates with you may be influenced by the role of a knowledge graph. What Is a Knowledge Graph A knowledge graph is a graph-based data structure, … 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 be influenced by the role of a knowledge graph. What Is a Knowledge Graph A knowledge graph is a graph-based data structure that is essentially a semantic network. It displays complex knowledge domains … 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 news, scroll through short videos, or shop, every piece of content that moves you may be influenced by the knowledge graph. What Is a Knowledge Graph A knowledge graph is a graph-based data structure that is essentially a semantic network. It displays complex domains of knowledge through data mining, … 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