Research on ontology is becoming increasingly widespread in the computer science community, and its importance is being recognized in a multiplicity of research fields and application areas, including knowledge engineering, database design and integration, information retrieval and extraction. We shall use the generic term " information systems " , in its… (More)
In this paper we introduce the DOLCE upper level ontology, the first module of a Foundational Ontologies Library being developed within the WonderWeb project. DOLCE is presented here in an intuitive way; the reader should refer to the project deliverable for a detailed axiomatization. A comparison with WordNet's top-level taxonomy of nouns is also provided,… (More)
Despite its original intended use, which was very different, WORDNET is used more and more today as an ontology, where the hyponym relation between word senses is interpreted as a subsumption relation between concepts. In this article, we discuss the general problems related to the semantic interpretation of WORDNET taxonomy in light of rigorous ontological… (More)
Explosing common misuses of the subsumption relationship and the formal basis for why they are wrong.
The word " ontology " has recently gained a good popularity within the knowledge engineering community. However, its meaning tends to remain a bit vague, as the term is used in very different ways. Limiting our attention to the various proposals made in the current debate in AI, we isolate a number of interpretations, which in our opinion deserve a suitable… (More)
Taxonomies are an important part of conceptual modeling, they provide substantial structural information, and are typically the key element in integration efforts, however there has been little guidance as to what makes a proper taxonomy. We have taken several notions from the philosophical practice of Formal Ontology, and adapted them for use in… (More)
A common problem of ontologies is that their taxonomic structure is often poor and confusing. This is typically exemplified by the unrestrained use of subsumption to accomplish a variety of tasks. In this paper we show how a formal ontol-ogy of unary properties can help using the subsumption relation in a disciplined way. This formal ontology is based on… (More)