Masterclass: Business recommendation on Yelp Dataset using GNN
KGC 2023 | Masterclasses
•
1h 24m
Graph Neural Networks have demonstrated incredible results in different domains where a network is present.
The workshop objective is to use the Yelp Dataset to create business recommendations for users exploiting the network composed of reviews, users, friends, tips, and businesses.
We will start with a theoretical overview up to using DGL and Neo4j to present and recreate the entire pipeline.
Up Next in KGC 2023 | Masterclasses
-
Masterclass: Reasonable Ontology Temp...
Reasonable Ontology Templates (OTTR) is a language with supporting tools for representing and instantiating RDF graph and OWL ontology modelling patterns. It is designed to improve the efficiency and quality of building, using, and maintaining knowledge bases.
-
Masterclass: Deep-dive into Wikidata
Wikidata is the largest collaboratively curated and open knowledge graph of the Wikimedia Movement. It contains general purpose data about the world, from the number of inhabitants of a country to who won the last Oscars to symptoms of a particular illness. It's data is used in technology you use...
-
Masterclass: A Walk-through of the Kn...
This masterclass introduces core features and functionality of the KnowWhereGraph project (https://knowwheregraph.org/), an open, cross-domain knowledge graph and associated tool-set that aims to provide area briefings within seconds. KnowWhereGraph links over 30 data layers on social and environ...