Semantic Networks

Characteristics and Advantages of Natural Language Processing

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Characteristics and Advantages of Natural Language Processing

Since the popularization of the Internet, the overwhelming, complex, and uncertain authenticity of information has been troubling users. Although tools such as search engines, directories, and manually edited communities can provide some assistance, the accuracy and convenience of these tools are still insufficient, urgently requiring a shift towards intelligent, precise, professional, and personalized user-centered intelligent … 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

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

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

A Decade of Research Progress on Knowledge Graphs in NLP

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A Decade of Research Progress on Knowledge Graphs in NLP

With the development of artificial intelligence research, knowledge graphs (KGs) have attracted wide attention from both academia and industry. As a representation of semantic relationships between entities, knowledge graphs play an important role in natural language processing (NLP) and have seen rapid promotion and widespread adoption in recent years. Given the increasing workload of research … Read more