Dr. Riccardo Scott
Search
Search
Dark mode
Light mode
Explorer
Tag: gds
5 items with this tag.
16 Jul 2025
Recommender Systems
recommender-systems
machine-learning
graph-database
neo4j
architecture
content-based-filtering
collaborative-filtering
deep-learning
embeddings
fastrp
feature-engineering
data-pipeline
performance
scalability
steam
production-systems
gds
personalisation
11 Jul 2025
Collaborative Filtering with Graph Algorithms
recommender-systems
collaborative-filtering
graph-database
neo4j
graph-algorithms
gds
similarity-algorithms
jaccard-similarity
node-similarity
machine-learning
scalability
performance
real-time
steam
production-systems
cypher
bipartite-graph
memory-optimisation
user-item-matrix
11 Jul 2025
FastRP | Universal Node Embeddings for Multi-Type Recommendations
recommender-systems
fastrp
embeddings
graph-database
neo4j
gds
node-embeddings
vector-similarity
cross-type-recommendations
universal-embeddings
random-projection
machine-learning
scalability
performance
steam
production-systems
cypher
cosine-similarity
multi-modal
graph-algorithms
02 Jul 2025
Content-Based Recommendations | From Features to Vectors
recommender-systems
content-based-filtering
feature-engineering
graph-database
neo4j
vector-similarity
sparse-vectors
knn
cosine-similarity
cypher
graph-traversal
machine-learning
gds
personalisation
cold-start
performance
scalability
steam
one-hot-encoding
hybrid-systems
explainable-ai
feature-store
02 Jul 2025
Graph Database Design for Recommender Systems
recommender-systems
graph-database
neo4j
database-design
schema-design
performance
scalability
cypher
data-modelling
indexing
constraints
graph-algorithms
feature-engineering
collaborative-filtering
content-based-filtering
embeddings
fastrp
gds
steam
production-systems
machine-learning