Comparing Graph Data Science Libraries for Querying and Analysing Datasets: Towards Data Science Queries on Graphs.
Genoveva Vargas-SolarPierre MarrecMirian Halfeld Ferrari AlvesPublished in: ICSOC Workshops (2021)
Keyphrases
- data science
- graph databases
- graph data
- real world graphs
- big data
- query language
- graph mining
- statistical learning
- machine learning
- query graph
- disk resident
- reachability queries
- massive graphs
- query processing
- graph patterns
- graph representation
- graph search
- labeled graphs
- graph theory
- graph structure
- database
- subgraph isomorphism
- graph construction
- graph model
- graph matching
- directed graph
- structured data
- weighted graph
- rdf data
- adjacency matrix
- graph theoretic
- graph structures
- rdf graphs
- data management
- spanning tree
- undirected graph
- pattern mining
- data model
- graph partitioning
- cloud computing
- random graphs
- graph kernels
- bipartite graph
- edge weights
- information extraction
- data analysis
- case study
- databases