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.
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