Understanding Knowledge Graphs: A Family Tree Analogy

Understanding Knowledge Graphs: A Family Tree Analogy

When we talk about the complex and fascinating modern technological concept of knowledge graphs, we can cleverly compare it to the family tree of a large family in our daily lives. 1. Family Tree Imagine you have opened an ancient book filled with history and stories; this is a family tree that records the lineage … Read more

Understanding Knowledge Graphs Clearly

Understanding Knowledge Graphs Clearly

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

How Hash Algorithms Will Efficiently Index Data in the Age of Machine Learning

How Hash Algorithms Will Efficiently Index Data in the Age of Machine Learning

Selected from blog.bradfieldcs Author:Tyler Elliot Bettilyon Translated by Machine Heart Hash algorithms have always been one of the most classic methods for indexing, allowing for efficient storage and retrieval of data. However, in December of last year, Jeff Dean and researchers from MIT viewed indexing as a model, exploring conditions under which deep learning models … Read more