Comparing graph data science libraries for querying and analysing datasets: towards data science queries on graphs.
Genoveva Vargas-SolarPierre MarrecMirian Halfeld Ferrari AlvesPublished in: CoRR (2022)
Keyphrases
- data science
- graph databases
- graph data
- real world graphs
- query language
- statistical learning
- big data
- graph mining
- query graph
- machine learning
- disk resident
- query processing
- graph patterns
- reachability queries
- graph structures
- labeled graphs
- massive graphs
- graph representation
- graph matching
- graph search
- graph construction
- weighted graph
- rdf data
- database
- graph theory
- graph model
- structured data
- adjacency matrix
- bipartite graph
- graph partitioning
- subgraph isomorphism
- graph structure
- directed graph
- pattern mining
- undirected graph
- graph theoretic
- random graphs
- rdf graphs
- graph clustering
- databases
- data model
- knowledge discovery
- semi supervised learning
- business intelligence
- spanning tree
- cloud computing
- model selection
- decision support
- data management
- semi supervised
- information extraction
- social media
- relational databases
- high dimensional
- reinforcement learning
- learning algorithm
- information theory