Semantic Categorization of Segments of Ancient and Mediaeval Zoological Texts

Catherine Faron Zucker 1 Irene Pajón Leyra 2 Konstantina Poulida 1, 3 Andrea G. B. Tettamanzi 1, 4
1 WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics
CRISAM - Inria Sophia Antipolis - Méditerranée , SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
2 CEPAM - Culture et Environnements, Préhistoire, Antiquité, Moyen-Age
3 CRISAM - Inria Sophia Antipolis - Méditerranée
4 SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
Abstract : In this paper we present a preliminary work conducted in the framework of the multidisciplinary research network Zoomathia, which aims at studying the transmission of zoological knowledge from Antiquity to the Middle Ages through compilation literature. We propose an approach of knowledge extraction from ancient texts consisting in semantically categorizating text segments based on machine learning methods applied to a representation of segments built by processing their translations in modern languages with Natural Language Processing (NLP) methods and by exploiting a dedicated thesaurus of zoology-related concepts. The final aim is to semantically annotate the ancient texts and reason on these annotations to help epistemologists, historians and philolo-gists in their analysis of these texts.
Keywords : Knowledge Extraction from Texts Semantic Categorization History of Zoology
Type de document :
Communication dans un congrès
Isabelle Draelants; Catherine Faron Zucker; Alexandre Monnin; Arnaud Zucker. Second International Workshop on Semantic Web for Scientific Heritage (SW4SH 2016), May 2016, Heraklion, Greece. Sun SITE Central Europe (CEUR), Workshop Proceedings (CEUR-WS), 1595, pp.59-68, 2016, SWASH 2016. Semantic Web for Scientific Heritage. Proceedings of the Second International Workshop on Semantic Web for Scientific Heritage, co-located with 13th Extended Semantic Web Conference (ESWC~2016), Heraklion, Greece, May 30th, 2016. 〈http://www.cepam.cnrs.fr/zoomathia/sw4sh/〉
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Catherine Faron Zucker, Irene Pajón Leyra, Konstantina Poulida, Andrea G. B. Tettamanzi. Semantic Categorization of Segments of Ancient and Mediaeval Zoological Texts. Isabelle Draelants; Catherine Faron Zucker; Alexandre Monnin; Arnaud Zucker. Second International Workshop on Semantic Web for Scientific Heritage (SW4SH 2016), May 2016, Heraklion, Greece. Sun SITE Central Europe (CEUR), Workshop Proceedings (CEUR-WS), 1595, pp.59-68, 2016, SWASH 2016. Semantic Web for Scientific Heritage. Proceedings of the Second International Workshop on Semantic Web for Scientific Heritage, co-located with 13th Extended Semantic Web Conference (ESWC~2016), Heraklion, Greece, May 30th, 2016. 〈http://www.cepam.cnrs.fr/zoomathia/sw4sh/〉. 〈hal-01322950〉

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