Namespace-based summarization of RDF graphs.
cargo build --release
target/release/chilon_rs [OPTIONS] <RDF_FILE(S)>
Run chilon_rs --help to view available options.
chilon has been validated by applying it to 11 RDF graphs, with sizes ranging from a few megabytes and less that 1 million triples, to over 90 gigabytes and thousands of millions of triples:
- ClaimsKG
- CrunchBase
- DbKwik
- DBLP
- DBpedia
- KBpedia
- LinkedMDB
- OpenCyc
- Wikidata
- WordNet
- Yago
The resulting summaries and visualizations can be explored here: https://andrefs.github.io/chilon_rs
If you use chilon or the underlying algorithm on your work, please consider citing:
dos Santos, A.F., Leal, J.P. (2023). Summarization of Massive RDF Graphs Using Identifier Classification. In: Ojeda-Aciego, M., Sauerwald, K., Jäschke, R. (eds) Graph-Based Representation and Reasoning. ICCS 2023. Lecture Notes in Computer Science(). Springer, Cham. https://doi.org/10.1007/978-3-031-40960-8_8