In this paper, we present MantisTable V, a novel unsupervised and automatic approach for the Semantic Table Interpretation. The approach is performed against DBpedia and Wikidata, and it can be easily adapted to any other Knowledge Graph. Moreover, we provide a tool (LamAPI) that allows to efficiently fetch data needed for Semantic Table Interpretation tasks from the Knowledge Graph dumps. The approach is manageable through a User Interface (tUI), a separated tool, which allows the visualisation and modification of table data and semantic annotations.

Avogadro, R., Cremaschi, M. (2021). MantisTable V: A novel and efficient approach to Semantic Table Interpretation. In Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021) (pp.79-91). CEUR-WS.

MantisTable V: A novel and efficient approach to Semantic Table Interpretation

Avogadro R.;Cremaschi M.
2021

Abstract

In this paper, we present MantisTable V, a novel unsupervised and automatic approach for the Semantic Table Interpretation. The approach is performed against DBpedia and Wikidata, and it can be easily adapted to any other Knowledge Graph. Moreover, we provide a tool (LamAPI) that allows to efficiently fetch data needed for Semantic Table Interpretation tasks from the Knowledge Graph dumps. The approach is manageable through a User Interface (tUI), a separated tool, which allows the visualisation and modification of table data and semantic annotations.
paper
DBpedia; Knowledge Graph; Semantic Table Interpretation; Semantic Web; Table Understanding; User Interface; Wikidata;
English
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021)
2021
Ernesto Jiménez-Ruiz; Vasilis Efthymiou; Jiaoyan Chen; Vincenzo Cutrona; Oktie Hassanzadeh; Juan Sequeda; Kavitha Srinivas; Nora Abdelmageed; Madelon Hulsebos; Daniela Oliveira; Catia Pesquita
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021)
2021
3103
79
91
https://ceur-ws.org/Vol-3103/
none
Avogadro, R., Cremaschi, M. (2021). MantisTable V: A novel and efficient approach to Semantic Table Interpretation. In Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021) (pp.79-91). CEUR-WS.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/465243
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