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2020 IEEE International Conference on Information Technologies

Managing Uncertainty in Ontology Mapping in e-Learning Context

Tatyana Ivanova
College of Energy and Electronics at the Technical University of Sofia

Many of the mapping methods propose mappings, leading to inconsistency of resulting ontological network. Such mappings are unusable in reasoning-based applications. And most of automatically proposed mappings are uncertain in some sense. In this paper we make a short analysis of the approaches for modelling ontology uncertainty and the ways for detecting inconsistent mappings. We discuss some mapping, mapping evaluation and refinement strategies, well working in e-learning.

Key words:
ontology alignment
ontology mapping uncertainty
reasoning with alignments