Arrow Research search
Back to AAAI

AAAI 2004

Mereological Semantics for Bio-Ontologies

Conference Paper Knowledge Representation and Reasoning Artificial Intelligence

Abstract

Biomedical ontologies are typically structured in a biaxial way, reflecting both a taxonomic and a mereological order. Common examples such as the Gene Ontology and the Unified Medical Language System (UMLS) excel in terms of coverage but lack an adequate semantics of the mereological relations they incorporate. This shortcoming is particularly evident as far as the (non-)mandatory existence of parts for their wholes is concerned, on the one hand, and the propagation of properties across part-whole hierarchies, on the other hand. We provide a formal specification of the semantic foundations of mereology in the biomedical domain that is closely linked to the paradigm of description logics. In essence, we here propose to emulate mereological reasoning by taxonomic reasoning. In an attempt to capture much of the shared intuition underlying merelogical reasoning in the biomedical domain, we distinguish for each mereologically relevant concept four different classes of parts and wholes which allow for the expression of five different propagation patterns.

Authors

Keywords

No keywords are indexed for this paper.

Context

Venue
AAAI Conference on Artificial Intelligence
Archive span
1980-2026
Indexed papers
28718
Paper id
8790563277789045
v2026.09.13