awesome-knowledge-graphs

Graphs and Knowledge Graphs - trying to build up my knowledge in this area. As part of the bigger picture

Intro

• Evaluation of graph data stores
• Labeled vs Typed Property Graphs — All Graph Databases are not the same

RDF Graphs

• Tackling Big Data Challenges with Linked Data
• Understanding Linked Data Formats
• Creating Linked Data
• Constructing SPARQL Queries
• Constructing More Advanced SPARQL Queries
• Comparison of Linked Data Triplestores: Developing the Methodology
• The intuitions behind Knowledge Graphs and Reasoning Concepts and examples

LPG

• Representation Learning on RDF* and LPG Knowledge Graphs

Hypergraphs

• Better modeling with a structured hypergraph

Articles

• Knowledge Graph App in 15min
• Named Entity Disambiguation Boosted with Knowledge Graphs
• Knowledge Graph — A Powerful Data Science Technique to Mine Information from Text (with Python code)
• Running JanusGraph with Cloud Bigtable
• Knowledge Graph Queries Using Stardog
• Bring Order to Chaos: A Graph-Based Journey from Textual Data to Wisdom
• Where Ontologies End and Knowledge Graphs Begin
• Flipkart Commerce Graph — Evaluation of graph data stores
• Building a Large-scale, Accurate and Fresh Knowledge Graph
• Neo4j vs GRAKN Part I: Basics, Part II: Semantics
• Comparing Graph Databases Part 1: TigerGraph, Neo4j, Amazon Neptune, Part 2: ArangoDB, OrientDB, and AnzoGraph DB

Other

• Combining WordNet and ConceptNet in Neo4j
• Dive into WordNet with NLTK

Do not use graphs

• Should I use a graph database?

Cases

• Retail Graph — Walmart’s Product Knowledge Graph
• Interest Taxonomy: A knowledge graph management system for content understanding at Pinterest
• Alibaba - Learn How a Knowledge Graph Can Improve Your Online Shopping Experience
• Semantics3 Labs - The Ecommerce Knowledge Graph
• Movie Recommendations powered by Knowledge Graphs and Neo4j Blazing fast, top-quality recommendations directly from the database
• Determining compatibility
• Dynamic website navigation with Faceted search, using RDFox
• BJJGraph - Brazilian jiu-jitsu as a knowledge graph: positions and techniques as nodes, every edge with an authored attempt probability and outcome distribution for gi and no-gi.

e-Learning

• Knowledge Graphs. How should AI explicitly represent knowledge?
• Ontology Training: Taxonomies, Knowledge Graphs and AI - free 45-lesson course on RDF, OWL 2, SPARQL and SHACL

Tools

• Stardog
• Neo4j
• OrientDB
• Elasticsearch Graph
• JanusGraph
• Tinkerpop/Gremlin
• Grakn -> TypeDB
• Ebay's Akutan - A distributed knowledge graph store