About TGDK
Transactions on Graph Data and Knowledge (TGDK) is an Open Access journal that publishes research on graph-based abstractions for data and knowledge, and the techniques that such abstractions enable with respect to integration, querying, reasoning and learning. The scope of the journal thus intersects with areas such as Graph Algorithms, Graph Databases, Graph Representation Learning, Knowledge Graphs, Knowledge Representation, Linked Data and the Semantic Web.
Also in scope is research investigating graph-based abstractions of data and knowledge in the context of Data Integration, Data Science, Information Extraction, Information Retrieval, Machine Learning, Natural Language Processing, and the Web.
The journal is Diamond Open Access, with no fees for readers or authors. Papers are published by Dagstuhl Publishing under CC BY 4.0, and authors retain copyright.
TGDK at ISWC 2026
TGDK will host a journal session at the 25th International Semantic Web Conference in Bari, Italy, on Tuesday, October 27, 2026. The session includes an introduction to the journal, followed by 14 short presentations of published TGDK articles. Each paper is allocated five minutes: four minutes for the presentation and one minute for questions.
13:45–13:55 · Welcome and introduction
13:55–15:05 · 14 short paper presentations
15:05–15:15 · Discussion and wrap-up
Detailed programme
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13:45–13:55
Welcome and introduction to TGDK
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13:55–14:00
Semantically Reflected ProgramsTGDK 4(1): article 3 · 10.4230/TGDK.4.1.3
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14:00–14:05
Horned-OWL: Flying Further and Faster with OntologiesTGDK 2(2): article 9 · 10.4230/TGDK.2.2.9
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14:05–14:10
OM4OV: Leveraging Ontology Matching for Ontology VersioningTGDK 4(2): article 6 · 10.4230/TGDK.4.2.6
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14:10–14:15
Transforming Shape Schemas with Composable Property-Graph QueriesTGDK 4(2): article 3 · 10.4230/TGDK.4.2.3
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14:15–14:20
A Logic Programming Approach to Repairing SHACL Constraint ViolationsTGDK 3(3): article 1 · 10.4230/TGDK.3.3.1
- 14:20–14:25
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14:25–14:30
Native Provenance Computation for Federated and Non-Federated SPARQL QueriesTGDK 4(1): article 4 · 10.4230/TGDK.4.1.4
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14:30–14:35
GeoSPARQL and SPARQL Benchmarking with GeoRDFBench FrameworkTGDK 4(2): article 8 · 10.4230/TGDK.4.2.8
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14:35–14:40
How Human-Centric Are Our Graph Data Abstractions?TGDK 4(2): article 2 · 10.4230/TGDK.4.2.2
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14:40–14:45
BLINKG: A Benchmark for LLM-Integrated Knowledge Graph GenerationTGDK 4(2): article 9 · 10.4230/TGDK.4.2.9
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14:45–14:50
LLM-Supported Manufacturing Mapping GenerationTGDK 3(3): article 5 · 10.4230/TGDK.3.3.5
- 14:50–14:55
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14:55–15:00
Supporting Psychometric Instrument Usage Through the POEM OntologyTGDK 3(3): article 3 · 10.4230/TGDK.3.3.3
- 15:00–15:05
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15:05–15:15
Discussion and wrap-up