Context Dependency Management in Ontology Engineering: a Formal Approach


jods_viii_deleenheer_fig1A viable ontology engineering methodology requires supporting domain experts in gradually building and managing increasingly complex versions of ontological elements and their converging and diverging interrelationships. Contexts are necessary to formalise and reason about such a dynamic wealth of knowledge. However, context dependencies introduce many complexities. In this article, we introduce a formal framework for supporting context dependency management processes, based on the DOGMA framework and methodology for scalable ontology engineering. Key notions are a set of context dependency operators, which can be combined to manage complex context dependencies like articulation, application, specialisation,
and revision dependencies. In turn, these dependencies can be used in context-driven ontology engineering processes tailored to the specific requirements of collaborative communities. This is illustrated by a real-world case of interorganisational competency ontology engineering.

De Leenheer, P., de Moor, A., and Meersman, R. (2007) Context Dependency Management in Ontology Engineering: a Formal Approach. Journal on Data Semantics VIII, LNCS 4380, Springer-Verlag, pp. 26-56.

Advertisements

Tags: , , , ,

One Response to “Context Dependency Management in Ontology Engineering: a Formal Approach”

  1. Context-driven Disambiguation of Natural-language Terms in Ontology Elicitation « Pieter De Leenheer Says:

    […] paper was further extended in Journal of Data Semantics. See my related blog in this. In our business semantics management approach, disambiguation forms an important but […]

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s


%d bloggers like this: