Merging taxonomies under RCC-5 algebraic articulations

Authors: 
Thau, D; Bowers, S; Ludäscher, B
Author: 
Thau, D
Bowers, S
Ludaescher, B
Year: 
2008
Venue: 
Proc. CIKM
URL: 
http://portal.acm.org/citation.cfm?id=1458492
DOI: 
http://doi.acm.org/10.1145/1458484.1458492
Citations: 
9
Citations range: 
1 - 9
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Thau2008MergingtaxonomiesunderRCCalgebraicarticulations.pdf11.7 KB

Taxonomies are widely used to classify information, and multiple (possibly competing) taxonomies often exist for the same domain. Given a set of correspondences between two taxonomies, it is often necessary to "merge" the taxonomies, thereby creating a unified taxonomy (e.g., that can then be used by data integration and discovery applications). We present an algorithm for merging taxonomies that have been related using articulations given as RCC-5 constraints. Two taxa N and M can be related using (disjunctions of) the five base relations in RCC-5: N a M; N -- M; N -- M; N -- M (partial overlap of N and M); and N ! M (disjointness: N ) M = Ø). RCC-5 is increasingly being adopted by scientists to specify mappings between large species taxonomies. We discuss the properties of the proposed merge algorithm and evaluate our approach using real-world biological taxonomies.