GraphAware Blog - LPG

Big data basics

24 Feb 2022 by Alexandra Klacanova · 8 min read Beginner business LPG

Welcome back to the Graph-Powered Machine Learning book club. As you know by now, Graph-Powered Machine Learning is a book written by our very own Dr. Alessandro Negro. The book is a must-read for all data scientists, but it’s also a great read for everyone interested in graphs. In this blog series, I summarise the key points of each chapter and provide some more explanations useful for us less technically savvy. We learned the basics about machine learning, graphs, and why the two are a great fit in the first chapter.

Knowledge Graph Perspectives: building bridges from RDF to LPG

23 Sep 2021 by Giuseppe Futia · 8 min read Knowledge Graph Hume RDF LPG

Knowledge Graphs (KGs) have become one of the most powerful tools for modeling the relations between entities in various fields, from biotech to e-commerce, from intelligence and law enforcement to fintech. Starting from the first version proposed by Google in 2012, the capabilities of modern KGs have been employed across diverse applications, including search engines, chatbots, and recommendation systems.