< All topics

Recommendation Engine

building-a-recommendation-system-for-telecommunication-packages-using-graph-neural-networks
Graph Algorithms
Machine Learning
Recommendation Engine
Use Cases
A Hyperparametrization Is All You Need - Building a Recommendation System for Telecommunication Packages Using Graph Neural Networks

Graph Neural Networks can be used for a variety of applications but do you know what it takes to create a great recommendation system? Dive deep into the math of GNNs, implement a link prediction module and show everyone how stunning graph machine learning can be!

by
Andi Skrgat
December 5, 2022
recommendation-engines-faster-than-ever-with-memgraph
Use Cases
Recommendation Engine
Recommendation Engines Faster Than Ever With Memgraph

It’s true every recommendation engine requires a performant database to analyze the data and provide the recommendation, but why exactly does Memgraph stand out? Easy - C++, in-memory, real-time analytics! Three things to change the recommendation game.

by
Niko Krvavica
November 24, 2022
five-recommendation-algorithms-no-recommendation-engine-is-whole-without
Use Cases
Recommendation Engine
Graph Algorithms
PageRank
Five Recommendation Algorithms No Recommendation Engine Is Whole Without

How many recommendation algorithms do you need for a successful recommendation engine? Start with these five and we'll recommend you more!

by
Niko Krvavica
November 21, 2022
faster-recommendations-with-graph-databases
Use Cases
Recommendation Engine
Why Are SQL Databases Outdated for the Real-Time Recommendation Engines

If a recommendation engine built on relational databases is falling a part due to the bottlenecks made by complex JOINs and never-ending schema changes, there is only one permanent and game changing solution - graph databases.

by
Niko Krvavica
November 7, 2022
lost-in-documentation-let-our-docs-recommendation-system-guide-you-along
Use Cases
Recommendation Engine
Showcase
Lost in Documentation? Let Our Docs Recommendation System Guide You Along!

DRS is a web application that helps to navigate through documentation by giving you page recommendations based on your input URL.

by
Matea Pesic, Marko Domagoj Benkovic
October 12, 2022
how-to-analyze-a-streaming-dataset-of-movie-ratings-using-custom-query-modules
Real-Time Analytics
Graph Algorithms
Use Cases
Recommendation Engine
How to Analyze a Streaming Dataset of Movie Ratings Using Custom Query Modules?

Movie ratings from MovieLens are incoming, but you are still not sure what to watch over the weekend? Create your own movie recommendation system.

by
Ante Javor
June 21, 2022
how-to-build-a-real-time-book-recommendation-system-on-amazon-books-dataset
Real-Time Analytics
Graph Algorithms
Use Cases
Recommendation Engine
How to Build a Real-Time Book Recommendation System on Amazon Books Dataset?

Recommending books is hard. Thanks to the Amazon books dataset and insights from graph analytics, you can build your own. Here’s how.

by
Ante Javor
June 21, 2022
amazon-user-item-recommender-with-tgn-and-memgraph
Graph Algorithms
Use Cases
Recommendation Engine
Machine Learning
Temporal Graph Neural Networks With Pytorch - How to Create a Simple Recommendation Engine on an Amazon Dataset

Temporal graph neural networks can be used to perform both label classification and link prediction. Learn how to create a simple graph recommendation engine using TGNs on an Amazon product dataset.

by
Antonio Filipovic
April 26, 2022
online-node2vec-recommendation-system
Graph Algorithms
Use Cases
Recommendation Engine
Machine Learning
Recommendation System Using Online Node2Vec With Memgraph MAGE

Learn how to create a real-time recommendation engine with the Online Node2Vec embedding algorithm

by
Antonio Filipovic
November 11, 2021
spotify-song-recommender
App Building
Real-Time Analytics
Use Cases
Recommendation Engine
How to Build a Spotify Recommendation Engine Using Kafka and Memgraph

Check out what it takes to develop a recommendation engine with graph analytics

by
Memgraph
October 18, 2021
the-benefits-of-using-a-graph-database-instead-of-sql
Graph Database 101
Comparison
Recommendation Engine
Use Cases
The Benefits of Using a Graph Database Instead of SQL

Learn about the benefits of using a graph database instead of SQL in terms of data modeling, querying, and development speed and flexibility.

by
Ivan Despot
April 22, 2021
building-a-recommendation-system-using-memgraph
Explore Datasets
Graph Algorithms
Recommendation Engine
Use Cases
Building a Recommendation System Using Memgraph

Learn how to build a recommendation engine with Memgraph using an objective approach.

by
Nikolina Motocic
September 28, 2020
why-your-business-should-use-a-graph-database
Use Cases
Fraud Detection
Recommendation Engine
Graph Database 101
Why Your Business Should Use a Graph Database

Learn how graph databases can offer powerful data modeling and analysis capabilities your business can leverage to easily model real-world complex systems and answer challenging questions.

by
Karim Traiaia
July 8, 2020