Content Guide Read Before, I had training on knowledge graph products, and I found it relatively easy to get started. So today, I asked a colleague to write a step-by-step tutorial. Software Used: GeoScene Pro 4.0 (requires Knowledge authorization) This article will popularize the basic concepts and principles of knowledge graph technology while briefly introducing … Read more
Article Promotion The Importance of Knowledge Graphs in Natural Language Processing Author Affiliation: Feng Zhiwei, Research Center for Russian Language, Literature and Culture, Heilongjiang University / Hangzhou Normal University Abstract: The term “knowledge graph” first appeared in literature in 1972. In May 2012, Google explicitly proposed the concept of a knowledge graph and constructed a … Read more
This is the 907th article shared by ITC of Wenzhou Medical University Smart Teaching Tools Introduction to Knowledge Graphs Diverse Data Fusion Structured Representation Dynamic Development Preface Knowledge Graph, as an important branch in the field of artificial intelligence, provides strong support for solving the problem of how to effectively organize, store, and retrieve information … Read more
1. Introduction to Knowledge Graphs A knowledge graph is a large-scale semantic network, a semantic representation of the real world. Entities are represented as nodes, and the attributes of entities and relationships between entities are represented as edges, forming a web-like graph structure. This structured format is human-readable and machine-friendly, facilitating machine understanding. The large-scale … Read more
1. What is a Knowledge Graph The knowledge graph (Knowledge Graph), also known as knowledge domain visualization or knowledge domain mapping, is a series of various graphics that display the process and structural relationships of knowledge development. It uses visualization technology to describe knowledge resources and their carriers, mining, analyzing, constructing, drawing, and displaying knowledge … 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 assist university teachers in instructional design, summarizing some methods for digital course construction based on … Read more
Introduction: The main technologies of knowledge graphs include knowledge acquisition, knowledge representation, knowledge storage, knowledge modeling, knowledge fusion, knowledge understanding, and knowledge maintenance. The main technologies of knowledge graphs include knowledge acquisition, knowledge representation, knowledge storage, knowledge modeling, knowledge fusion, knowledge understanding, and knowledge maintenance. These seven aspects support the construction of knowledge graphs from … Read more
01 Origin of Knowledge Graphs In 1977, American computer scientist Feigenbaum officially named knowledge engineering. He received the Turing Award in 1994 and is hailed as the father of expert systems and the founder of knowledge engineering. Knowledge engineering is a top-down approach that heavily relies on expert intervention, with the fundamental goal of imparting … Read more
Source | Heart of Autonomous Driving Editor | Deep Blue Academy Paper Link: https://arxiv.org/pdf/2205.13281.pdf Paper Title: Surround-view Fisheye Camera Perception for Automated Driving: Overview, Survey & Challenges Key Focus Areas of the Paper The surround-view fisheye camera is commonly used for close-range perception in autonomous driving, with four fisheye cameras around the vehicle covering a … Read more
There are many questions online about how to get started in computer vision. Most authors emphasize that practical projects and theoretical learning are equally important, as over-focusing on theory while neglecting practice can easily lead to the path of ‘from beginner to giving up.’ Although there is a consensus on this, there is no systematic … Read more