Why Do We Need Knowledge Graphs? What Is a Knowledge Graph? The order of the title may be somewhat unfamiliar to some readers. Typically, when introducing an unfamiliar concept, we provide its definition first. The reason for changing the order is to avoid presenting readers with a cold and rigid conceptual description at the outset … Read more
Follow us丨Free book giveaway at the end 1 Do you know what the core driving force of artificial intelligence is? The scale and speed of data and information generation today make it difficult for organizations to effectively gain valuable insights from a vast amount of information and different sources. We rely on Google, Amazon, Alexa, … 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
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｜SimmerChan (Zhihu) Editor｜Debra AI Frontline Guide: This article is mainly divided into three parts. The first part introduces why we need knowledge graphs, the second part discusses the relevant concepts of knowledge graphs and their formal representations. Finally, a brief summary is made, and the content of subsequent articles in this column will be introduced. … Read more
In October 2018, CCF published a new issue of the “China Computer Science and Technology Development Report,” detailing the research progress in ten directions, including the deep integration of AI and system software. We will share the highlights of the report in installments. Please join CCF and log in to the CCF Digital Library to … Read more