European Knowledge Acquisition Workshop

EKAW 2016: Knowledge Engineering and Knowledge Management pp 543-560

Discovering Ontological Correspondences Through Dialogue

  • Gabrielle Santos
  • Terry R. Payne
  • Valentina Tamma
  • Floriana Grasso
Conference paper

DOI: 10.1007/978-3-319-49004-5_35

Volume 10024 of the book series Lecture Notes in Computer Science (LNCS)
Cite this paper as:
Santos G., Payne T.R., Tamma V., Grasso F. (2016) Discovering Ontological Correspondences Through Dialogue. In: Blomqvist E., Ciancarini P., Poggi F., Vitali F. (eds) Knowledge Engineering and Knowledge Management. EKAW 2016. Lecture Notes in Computer Science, vol 10024. Springer, Cham

Abstract

Whilst significant attention has been given to centralised approaches for aligning full ontologies, limited attention has been given to the problem of aligning partially exposed ontologies in a decentralised setting. Traditional ontology alignment techniques rely on the full disclosure of the ontological models that find the “best” set of correspondences that map entities from one ontology to another. However, within open and opportunistic environments, such approaches may not always be pragmatic or even acceptable (due to privacy concerns). We present a novel dialogue based negotiation mechanism that supports the strategic agreement over correspondences between agents with limited or no prior knowledge of their opponent’s ontology. This mechanism allows both agents to reach a mutual agreement over an alignment through the selective disclosure of their ontological model, and facilitates rational choices on the grounds of their ontological knowledge and their specific strategies. We formally introduce the dialogue mechanism, and discuss its behaviour, properties and outcomes.

Copyright information

© Springer International Publishing AG 2016

Authors and Affiliations

  • Gabrielle Santos
    • 1
  • Terry R. Payne
    • 1
  • Valentina Tamma
    • 1
  • Floriana Grasso
    • 1
  1. 1.Department of Computer ScienceUniversity of LiverpoolLiverpoolUK