Building Knowledge Graphs

Index

A

• ACID (atomicity, consistency, isolation, durability)
  • Neo4j, ACID Transactions
• additive dependencies, Semantics of Multidependency-Semantics of Multidependency
• aggregation, Skills Knowledge Graph
  • additive/aggregate dependencies, Semantics of Multidependency
  • aggregate dependencies, Impact Propagation with Cypher-Impact Propagation with Cypher
  • aggregate multi-dependencies, Semantics of Multidependency-Semantics of Multidependency, Validation 2: Aggregate Multidependencies Add Up to the Expected Total-Validation 2: Aggregate Multidependencies Add Up to the Expected Total
  • Cypher functions, Graph Global Queries
  • datasets, Metadata Graph Example
  • master entities, Build/Update a Persisted Record of Master Entities
  • polysemic words, Working with Lexical Databases
• alarm correlation, root cause analysis, Root Cause Analysis
• algorithms, Enriching Knowledge Graphs with Data Science
  • analytical, use cases, Different Classes of Graph Algorithms
  • centrality, Different Classes of Graph Algorithms
  • community detection, Different Classes of Graph Algorithms
  • entity matching, Entity Matching
  • GPUs (graphics processing units), Graph Data Science Operations
  • influence and, Different Classes of Graph Algorithms
  • link detection and, Different Classes of Graph Algorithms
  • Louvain, Uncovering Fraud from Data
  • ML (machine learning), Different Classes of Graph Algorithms
  • Neo4j Graph Data Science, Graph Data Science Operations
    • execution phases, Graph Data Science Operations
    • graph projection phase, Graph Data Science Operations
    • queries