Name
Abstract | ||
|---|---|---|
The exponential growth of the web and the extended use of semantic web technologies has brought to the fore the need for quick understanding, flexible exploration and selection of complex web documents and schemas. To this direction, ontology summarization aspires to produce an abridged version of the original ontology that highlights its most representative concepts. In this paper, we present RDF Digest, a novel platform that automatically produces summaries of RDF/S Knowledge Bases KBs. A summary is a valid RDFS document/graph that includes the most representative concepts of the schema adapted to the corresponding instances. To construct this graph, our algorithm exploits the semantics and the structure of the schema and the distribution of the corresponding data/instances. The performed preliminary evaluation demonstrates the benefits of our approach and the considerable advantages gained. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1007/978-3-319-18818-8_8 | Extended Semantic Web Conference |
Keywords | Field | DocType |
Semantic summaries,RDF/S documents/graphs,Schema summary | Data mining,Automatic summarization,Information retrieval,Computer science,Linked data,Semantic Web,SPARQL,Simple Knowledge Organization System,RDF Schema,RDF/XML,RDF | Conference |
Volume | ISSN | Citations |
9088 | 0302-9743 | 18 |
PageRank | References | Authors |
0.67 | 14 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Georgia Troullinou | 1 | 52 | 6.72 |
| Haridimos Kondylakis | 2 | 325 | 36.63 |
| Evangelia Daskalaki | 3 | 63 | 5.10 |
| Dimitris Plexousakis | 4 | 2586 | 326.38 |