Using formal concept analysis and information flow for modelling and sharing common semantics: lessons learnt and emergent issues

Authors:
Yannis Kalfoglou;Marco Schorlemmer
Affiliations:
Advanced Knowledge Technologies (AKT), School of Electronics and Computer Science, University of Southampton, UK;Institut d'Investigació en Intel.ligència Artificial, Consell Superior d'Investigacions Científiques, Spain
Venue:
ICCS'05 Proceedings of the 13th international conference on Conceptual Structures: common Semantics for Sharing Knowledge
Year:
2005

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Abstract

We have been witnessing an explosion of user involvement in knowledge creation, publication and access both from within and between organisations. This is partly due to the widespread adoption of Web technology. But, it also introduces new challenges for knowledge engineers, who have to find suitable ways for sharing and integrating all this knowledge in meaningful chunks. In this paper we are exposing our experiences in using two technologies for capturing, representing and modelling semantic integration that are relatively unknown to the integration practitioners: Information Flow and Formal Concept Analysis.