Subjective and generic distance in ViewpointS: an experiment on WordNet - LIRMM - Laboratoire d’Informatique, de Robotique et de Microélectronique de Montpellier Access content directly
Conference Papers Year : 2016

Subjective and generic distance in ViewpointS: an experiment on WordNet

Abstract

ViewpointS enables representation and storage of individual viewpoints in a shared knowledge graph. Knowledge providers (i.e., agents) express their individual opinions by emitting viewpoints on the semantic similarity or proximity between resources of the knowledge graph which can either be agents, documents (i.e., knowledge supports) or concepts (i.e., descriptors). We first briefly recall the ViewpointS knowledge representation formalism and discuss the genericity it enables in terms of semantic distance computation. In this paper, we benchmark the ViewpointS approach against other classic semantic distances (graph based or information content based) on a WordNet experiment. Our goal is to demonstrate the value of keeping the subjectivity of the represented knowledge, while having a generic approach that can handle any kind of knowledge and compute similarity between any kinds of objects.
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Dates and versions

lirmm-01397993 , version 1 (16-11-2016)

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Guillaume Surroca, Philippe Lemoisson, Stefano A. Cerri, Clement Jonquet. Subjective and generic distance in ViewpointS: an experiment on WordNet. WIMS: Web Intelligence, Mining and Semantics, Jun 2016, Nîmes, France. ⟨10.1145/2912845.2912870⟩. ⟨lirmm-01397993⟩
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