Abstraction, taxonomies, connectivity : from AI to FCA and back
نویسنده
چکیده
ion, taxonomies, connectivity : from AI to FCA and back
منابع مشابه
Proceedings of the International Workshop ” What can FCA do for Artificial Intelligence ? ” ( FCA 4 AI 2014 )
ion, taxonomies, connectivity : from AI to FCA and back
متن کاملHow University Entrants are Choosing Their Department? Mining of University Admission Process with FCA Taxonomies
The aim of this paper is to present a case study in the analysis of university applications to the Higher School of Economics (U-HSE), Moscow. Our approach uses lattice-based taxonomies of entrants' decisions about undergraduate programmes. These taxonomies were built by means of Formal Concept Analysis (FCA). FCA is a well-known algebraic technique for object-attribute data analysis. Admission...
متن کاملAutomatic Acquisition of Taxonomies from Text: FCA meets NLP
We present a novel approach to the automatic acquisition of taxonomies or concept hierarchies from domain-specific texts based on Formal Concept Analysis (FCA). Our approach is based on the assumption that verbs pose more or less strong selectional restrictions on their arguments. The conceptual hierarchy is then built on the basis of the inclusion relations between the extensions of the select...
متن کاملUne approche basée sur l'analyse formelle de concepts pour la recherche en continue des K plus proches voisins dans les réseaux routiers
RESUME. Ce papier présente une nouvelle approche de recherche en continue des K plus proches voisins (C-KNN). Notre approche, qui s'applique sur des réseaux routiers, adopte l’Analyse Formelle de Concepts (FCA : Formel Concept Analysis) qui est un paradigme à base de fondement mathématique. FCA permettra de présenter une abstraction du réseau qui se base sur les voisinages. L’approche proposée ...
متن کاملA Representation for Natural Category Systems
Most AI systems model and represent natural concepts and categories using uniform taxonomies, in which no level in the taxonomy is distinguished. We present a representation of natural taxonomies based on the theory that human category systems are non-uniform. There is a basic level which forms the core of a taxonomy; both higher and lower levels of abstraction are less important and less usefu...
متن کامل