The process of building a knowledge graph is a continuous iterative process that combines human and machine efforts, primarily driven by machine learning, with expert definitions and corrections. The tasks requiring human intervention includeSchema definition, preparation of partially structured knowledge, and validation of machine learning results. Based on user feedback, the increase and update of … Read more
The process of constructing a knowledge graph is a continuous iterative process that combines human and machine efforts, primarily driven by machine learning, alongside expert definitions and corrections. The work requiring human intervention includes Schema definition, preparation of partially structured knowledge, and verification of machine learning results. Based on user feedback, the increase and update … Read more
The full text is about 3900 words, reading takes 9 minutes. Introduction What is a “knowledge graph”? What are its application scenarios? Author丨Tinghao Shi, Fudan University Knowledge Workstation Laboratory Source丨Knowledge Graph Space 01Construction and Application Ideas of Educational Knowledge Graph1. Construction of Knowledge Graph in Education FieldBuilding an educational knowledge graph is the foundation for … Read more
To actively implement the national digital education strategy action and deepen the practical application of digital transformation, comprehensively promote the high-quality development and reform of the Mechanical Engineering major, the School of Mechanical Engineering has based its construction on existing professional foundations. It combines the requirements of the national ‘101 Plan’ for core course construction … Read more
The Knowledge Graph is a structured semantic knowledge base, a concept proposed in 2012, and is an important branch of artificial intelligence. In a knowledge graph, “nodes” represent knowledge units and points, connected by “relations” to form a graph network. The course knowledge graph belongs to the specialized field knowledge graph, constructed through a professional … Read more
With the rapid development of information technology, knowledge graphs, as an emerging knowledge management and teaching assistance tool, are playing an increasingly important role in higher education. This article aims to explore the role of knowledge graphs and how they can assist university teachers in instructional design, summarizing some methods for digital course construction based … Read more
In teaching competitions, the construction of knowledge graphs and question graphs is a key task. By building question graphs and designing reasonable questions, we can better organize teaching content, guide students’ learning, and improve teaching effectiveness. Here are some insights I’ve gained in this area. 1. Building the Question Graph The construction of the … Read more
1. What is a Knowledge Graph A knowledge graph (Knowledge Graph) is a series of various graphics that display the development process and structural relationships of knowledge. It uses visualization technology to describe knowledge resources and their carriers, excavating, analyzing, constructing, drawing, and displaying knowledge and their interconnections. Knowledge graphs integrate theories and methods from … Read more
With the rapid development of information technology, knowledge graphs, as an emerging knowledge management and teaching assistance tool, are playing an increasingly important role in higher education. This article aims to explore the role of knowledge graphs and how they can assist university teachers in teaching design, summarizing some methods for digital course construction based … Read more
1. What Is a Knowledge Graph A Knowledge Graph, also known as knowledge domain visualization or knowledge domain mapping, is a series of various graphics that display the development process and structural relationships of knowledge. It uses visualization technology to describe knowledge resources and their carriers, to mine, analyze, construct, draw, and display knowledge and … Read more