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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 , Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
2 CEPAM - Culture et Environnements, Préhistoire, Antiquité, Moyen-Age
3 CRISAM - Inria Sophia Antipolis - Méditerranée
4 Laboratoire I3S - 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
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Submitted on : Sunday, May 29, 2016 - 12:55:29 PM
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CNRS | UNICE | WIMMICS | INRIA | CEPAM | I3S | UNIV-COTEDAZUR

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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. Second International Workshop on Semantic Web for Scientific Heritage (SW4SH 2016), May 2016, Heraklion, Greece. pp.59-68. ⟨hal-01322950⟩

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