What Is a Knowledge Graph? Main Applications in Various Fields

What Is a Knowledge Graph? Main Applications in Various Fields

Celebrating the 73rd Anniversary of the Founding of the People’s Republic of China When you search for information, read the news, scroll through short videos, or shop, every piece of content that touches you may be influenced by the role of the knowledge graph. What Is a Knowledge Graph A knowledge graph is a graph-based … Read more

Knowledge Graph of Deep Learning Research in China

Knowledge Graph of Deep Learning Research in China

Abstract: Deep learning has received considerable attention as an educational ideal. This study analyzed 381 Chinese core journal papers on deep learning, collected from the CNKI database, using Bicomb 2.0 and Citespace 5.4 software to examine the quantity of literature, research institutions, keywords, and other content. The findings reveal that current research results related to … Read more

Creating Intelligent Textbooks Using Knowledge Graphs: A Comprehensive Guide for the New Era of Education

Creating Intelligent Textbooks Using Knowledge Graphs: A Comprehensive Guide for the New Era of Education

In the digital age, the education sector is undergoing a profound transformation. With the continuous development of artificial intelligence technology, knowledge graphs have become an important tool for developing intelligent textbooks. This article will provide a detailed introduction on how to use knowledge graphs to build intelligent textbooks, offering comprehensive guidance for educators and technology … Read more

The Past and Present of Knowledge Graphs

The Past and Present of Knowledge Graphs

Follow the WeChat account “ML_NLP“ Set it as “Starred“, heavy content delivered first! From | Zhihu Author | PMwei Link | https://zhuanlan.zhihu.com/p/37057052 Editor | Deep Learning This Small Matter WeChat Account This article is for academic sharing only. If there is any infringement, please contact us to delete it. 1 What is a Knowledge Graph?? … Read more

Linking Data: How Knowledge Graphs Improve RAG

Linking Data: How Knowledge Graphs Improve RAG

Source: Knowledge Graph Technology This article has 2500 words and is recommended to read in 5 minutes. This article will help you understand how knowledge graphs can improve Retrieval-Augmented Generation (RAG) for information retrieval within companies. In this part of our AI series for knowledge management, you will learn how knowledge graphs enhance Retrieval-Augmented Generation … Read more

Nine Research Hotspots in Natural Language Processing

Nine Research Hotspots in Natural Language Processing

On the morning of May 23, 2020, at the “ACL-IJCAI-SIGIR Top Conference Paper Reporting Meeting (AIS 2020)” organized by the Youth Working Committee of the Chinese Chinese Information Society, and hosted by the Beijing Zhiyuan Artificial Intelligence Research Institute and Meituan-Dianping, Jia Jia, a young scientist from Zhiyuan, doctoral supervisor at the Department of Computer … Read more

Natural Language Processing: An Overview of Progress and Trends

Natural Language Processing: An Overview of Progress and Trends

This article is reprinted from: TJUNLP Xiong Deyi Professor and PhD supervisor at the Natural Language Processing Laboratory of the School of Intelligence and Computing, Tianjin University; Director of the Chinese Chinese Information Society.Research Areas:Machine Translation Dialogue, Natural Language Generation, Machine Reading Comprehension and Question Answering, Information Extraction and Knowledge Graph. Natural Language Processing (NLP) … Read more

He Xiaodong: How AI Understands Humans Through NLP Technology

He Xiaodong: How AI Understands Humans Through NLP Technology

GBAS Integrating into the Global Economy to Drive Bay Area Development Follow Author | Zhang Li Source | Lei Feng Network In recent years, the development of deep learning has profoundly propelled artificial intelligence. The next major breakthrough in artificial intelligence lies in understanding natural language. On June 23, the China Computer Federation held a … Read more

From Expert Systems to Knowledge Graphs

From Expert Systems to Knowledge Graphs

1. Feigenbaum and DENDRAL Feigenbaum entered Carnegie Institute of Technology (the predecessor of Carnegie Mellon) to study Electrical Engineering (EE) when he was only 16 years old. In his junior year, a course on “Mathematical Models in Social Science” set the course for his life, taught by Simon Haykin. After graduating, he stayed on to … Read more

Interactive Teaching and Learning: Knowledge Graph Construction and Simulation Platform

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