Diarra, Djibril and Clouzot, Martine and Nicolle, Christophe - Causal reasoning and symbolic relationships in Medieval Illuminations

jdmdh:4459 - Journal of Data Mining & Digital Humanities, July 15, 2019, Special Issue on Data Science and Digital Humanities @ EGC 2018
Causal reasoning and symbolic relationships in Medieval Illuminations

Authors: Diarra, Djibril and Clouzot, Martine and Nicolle, Christophe

This work applies knowledge engineering’s techniques to medieval illuminations. Inside it, an illumination is considered as a knowledge graph which was used by some elites in the Middle Ages to represent themselves as a social group and exhibit the events in their lives, and their cultural values. That graph is based on combinations of symbolic elements linked each to others with semantic relations. Those combinations were used to encode visual metaphors and influential messages whose interpretations are sometimes tricky for not experts. Our work aims to describe the meaning of those elements through logical modelling using ontologies. To achieve that, we construct logical reasoning rules and simulate them using artificial intelligence mechanisms. The goal is to facilitate the interpretation of illuminations and provide, in a future evolution of current social media, logical formalisation of new encoding and information transmission services.


Source : oai:HAL:hal-01762730v5
Volume: Special Issue on Data Science and Digital Humanities @ EGC 2018
Published on: July 15, 2019
Submitted on: April 24, 2018
Keywords: Symbolic relation,Semantic relation,Medieval illumination,Social network,Ontology,[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI],[INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB],[INFO.INFO-SI]Computer Science [cs]/Social and Information Networks [cs.SI],[INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE],[INFO.INFO-CY]Computer Science [cs]/Computers and Society [cs.CY],[INFO.INFO-WB]Computer Science [cs]/Web


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