July 30, 2026· ~7 min readWhole-Graph Projections in Neo4j Bloom: Visual Graph Analytics at Scale > **Teaser:** Neo4j Bloom now runs GDS algorithms — PageRank, Louvain, Betweenness Centrality, Shortest Path, FastRP — directly from the visual inter
July 20, 2026· ~7 min readFraud Detection with Knowledge Graphs: Uncovering Rings, Loops, and Anomalies ## Why Graphs for Fraud Detection? Traditional fraud detection relies on rule-based systems and machine learning on tabular data — flagging transact
July 17, 2026· ~7 min readRecommendation Engines with Neo4j Knowledge Graphs: From Cypher to Production ## Why Graphs for Recommendations? Recommendation engines have traditionally been dominated by matrix factorisation (Singular Value Decomposition, A
July 12, 2026· ~8 min readGraph Algorithms in Practice with Neo4j: PageRank, Shortest Path, and Community Detection # Graph Algorithms in Practice with Neo4j: PageRank, Shortest Path, and Community Detection Graph theory exists on a spectrum. At one end is the pur
July 11, 2026· ~10 min readGraph Algorithms in Production with Neo4j GDS ## Why Graph Algorithms in Production? Graph databases excel at storing and querying relationships, but the real value emerges when you analyse the
July 2, 2026· ~11 min readGraph Algorithms with Neo4j: Shortest Path, Centrality, and Community Detection ## Why Graph Algorithms Matter A graph database stores relationships natively, but the real power comes from *analysing* those relationships. A frie