Method for Concept Labeling Based on Mapping between Ontology and Thesaurus

When designing information systems that deal with large amount of domain knowledge, system designers need to consider ambiguities of labeling termsin domain vocabulary for navigating users in the information space. The goal of this study is to develop a methodology for system designers to label navigation items, taking account of ambiguities stems from synonyms or polysemes of labeling terms. In this paper, we propose a method for concept labeling based on mappings between domain ontology andthesaurus, and report results of an empirical evaluation.




References:
[1] L.Rosenfeld, and P.Morville, "Information architecture for the world
wide web", Third Edition, O-Reilly Media, Inc. 2006
[2] G.W.Furnas, T.K.Landauer, L.M.Gomez, and S.T.Dumais, "The
vocabulary problem in human-system communication", Comm. ACM,
Vol.30, No.11, 1987, pp.964-971
[3] R. Mizoguchi, "Tutorial on an ontological engineering - part 1:
introduction to an ontological engineering", New Generation Computing,
OhmSha&Springer, Vol.21, No.4, 2003, pp.365-384
[4] J.Sowa, "Knowledge representation: logical, philosophical, and
computational foundations", Course Technology, 1999
[5] R.Mizoguchi, "Tutorial on an ontological engineering - part 3: advanced
course of an ontological engineering", New Generation Computing,
OhmSha&Springer, Vol.22, No.2, 2003, pp.198-220
[6] K. A. Ericcson, and H. A.Simon,"protocol analysis: verbal reports as
data", revised ed, Cambridge, MA: MIT Press, 1993
[7] R.Mizoguchi, "YAMATO: Yet Another More Advanced Top-level
Ontology",
http://www.ei.sanken.osaka-u.ac.jp/hozo/onto_library/YAMATO101216
.pdf,2010
[8] R.Mizoguchi, M. Ikeda, K. Seta and J. Vanwelkenhuysen, "Ontology for
modeling the world from problem solving perspectives", Proc. of
IJCAI-95 Workshop on Basic OntologicalIssues in Knowledge
Sharing,1995,pp.1-12
[9] J.Aitchison, A.Gilchrist, D.Bawden,"Thesaurus construction and use:
apractical manual", Routledge; 4 edition, 2002
[10] K.Kozaki, Y. Kitamura, M. Ikeda, and R. Mizoguchi, "Hozo: an
environment for building/using ontologies based on a fundamental
consideration of "role" and "relationship"" Proc. of the 13th International
Conference Knowledge Engineering and Knowledge Management
(EKAW2002),2002,pp.213-218
[11] M.Hori, and T.Kato,"Mobile web and accessibility", In S. Harper and Y.
YesiladaEds, Web Accessibility: A Foundation for Research,
Springer-Verlag London Limited, 2008, pp. 301-313