RDF-4G: algorithmic building blocks for large-scale graph analytics.
Stephan SeufertPublished in: SIGMOD/PODS Ph.D. Symposium (2013)
Keyphrases
- building blocks
- graph databases
- rdf graphs
- graph representation
- directed graph
- structured data
- linked data
- data analysis
- case study
- spanning tree
- knowledge base
- xml schema
- semantic web
- graph theory
- small scale
- metadata
- graph model
- learning analytics
- random walk
- data analytics
- connected components
- massive graphs
- software components
- bipartite graph
- weighted graph
- back end
- text databases
- database
- relational data
- business intelligence
- data mining
- relational databases
- data sources
- social media
- query language
- databases
- real world
- graph data
- query processing
- graph partitioning
- graph matching
- data management
- cloud computing
- shortest path
- big data