OnSET: Ontology and Semantic Exploration Toolkit
Fuente:
arXiv
Gespeichert in:
| Hauptverfasser: | , , , , , |
|---|---|
| Format: | Preprint |
| Veröffentlicht: |
2025
|
| Schlagworte: | |
| Online-Zugang: | |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| _version_ | 1866911053386874880 |
|---|---|
| author | Kantz, Benedikt Innerebner, Kevin Waldert, Peter Lengauer, Stefan Lex, Elisabeth Schreck, Tobias |
| author_facet | Kantz, Benedikt Innerebner, Kevin Waldert, Peter Lengauer, Stefan Lex, Elisabeth Schreck, Tobias |
| contents | Retrieval over knowledge graphs is usually performed using dedicated, complex query languages like SPARQL. We propose a novel system, Ontology and Semantic Exploration Toolkit (OnSET) that allows non-expert users to easily build queries with visual user guidance provided by topic modelling and semantic search throughout the application. OnSET allows users without any prior information about the ontology or networked knowledge to start exploring topics of interest over knowledge graphs, including the retrieval and detailed exploration of prototypical sub-graphs and their instances. Existing systems either focus on direct graph explorations or do not foster further exploration of the result set. We, however, provide a node-based editor that can extend on these missing properties of existing systems to support the search over big ontologies with sub-graph instances. Furthermore, OnSET combines efficient and open platforms to deploy the system on commodity hardware. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_08373 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | OnSET: Ontology and Semantic Exploration Toolkit Kantz, Benedikt Innerebner, Kevin Waldert, Peter Lengauer, Stefan Lex, Elisabeth Schreck, Tobias Information Retrieval Retrieval over knowledge graphs is usually performed using dedicated, complex query languages like SPARQL. We propose a novel system, Ontology and Semantic Exploration Toolkit (OnSET) that allows non-expert users to easily build queries with visual user guidance provided by topic modelling and semantic search throughout the application. OnSET allows users without any prior information about the ontology or networked knowledge to start exploring topics of interest over knowledge graphs, including the retrieval and detailed exploration of prototypical sub-graphs and their instances. Existing systems either focus on direct graph explorations or do not foster further exploration of the result set. We, however, provide a node-based editor that can extend on these missing properties of existing systems to support the search over big ontologies with sub-graph instances. Furthermore, OnSET combines efficient and open platforms to deploy the system on commodity hardware. |
| title | OnSET: Ontology and Semantic Exploration Toolkit |
| topic | Information Retrieval |
| url | https://arxiv.org/abs/2504.08373 |