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

Authors :
Ernesto Jiménez-Ruiz
Vasilis Efthymiou
Jiaoyan Chen
Vincenzo Cutrona
Oktie Hassanzadeh
Juan Sequeda
Kavitha Sriniva
Nora Abdelmageed
Madelon Hulsebo
Daniela Oliveira
Catia Pesquita
Avogadro, R
Cremaschi, M
Avogadro R.
Cremaschi M.
Ernesto Jiménez-Ruiz
Vasilis Efthymiou
Jiaoyan Chen
Vincenzo Cutrona
Oktie Hassanzadeh
Juan Sequeda
Kavitha Sriniva
Nora Abdelmageed
Madelon Hulsebo
Daniela Oliveira
Catia Pesquita
Avogadro, R
Cremaschi, M
Avogadro R.
Cremaschi M.
Publication Year :
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.

Details

Database :
OAIster
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1427428482
Document Type :
Electronic Resource