TY - JOUR
T1 - SNOMED reaching its adolescence
T2 - Ontologists' and logicians' health check
AU - Schulz, Stefan
AU - Suntisrivaraporn, Boontawee
AU - Baader, Franz
AU - Boeker, Martin
N1 - Funding Information:
This work was supported by the EU Network of Excellence Semantic Interoperability and Data Mining in Biomedicine (NoE 507505). Additionally, the first author was supported by a research fellowship (550830/05-7) from the Brazilian Research Council (CNPq/Brazil).
PY - 2009/4
Y1 - 2009/4
N2 - After a critical review of the present architecture of SNOMED CT, addressing both logical and ontological issues, we present a roadmap toward an overall improvement and recommend the following actions: SNOMED CT's ontology, dictionary, and information model components should be kept separate. SNOMED CT's upper level should be re-arranged according to a standard upper level ontology. SNOMED CT concepts should be assigned to the four disjoint groups: classes, instances, relations, and meta-classes. SNOMED CT's binary relations should be reduced to a set of canonical ones, following existing recommendations. Taxonomies should be cleansed and split into disjoint partitions. The number of full definitions should be increased. Finally, new approaches are proposed for modeling part-whole hierarchies, as well as the integration of qualifier relations into a unified framework. All proposed modifications can be expressed by the computationally tractable description logic E L+ +.
AB - After a critical review of the present architecture of SNOMED CT, addressing both logical and ontological issues, we present a roadmap toward an overall improvement and recommend the following actions: SNOMED CT's ontology, dictionary, and information model components should be kept separate. SNOMED CT's upper level should be re-arranged according to a standard upper level ontology. SNOMED CT concepts should be assigned to the four disjoint groups: classes, instances, relations, and meta-classes. SNOMED CT's binary relations should be reduced to a set of canonical ones, following existing recommendations. Taxonomies should be cleansed and split into disjoint partitions. The number of full definitions should be increased. Finally, new approaches are proposed for modeling part-whole hierarchies, as well as the integration of qualifier relations into a unified framework. All proposed modifications can be expressed by the computationally tractable description logic E L+ +.
KW - Description Logic
KW - Ontologies
KW - SNOMED CT
UR - http://www.scopus.com/inward/record.url?scp=62749189218&partnerID=8YFLogxK
U2 - 10.1016/j.ijmedinf.2008.06.004
DO - 10.1016/j.ijmedinf.2008.06.004
M3 - Article
C2 - 18789754
AN - SCOPUS:62749189218
SN - 1386-5056
VL - 78
SP - S86-S94
JO - International Journal of Medical Informatics
JF - International Journal of Medical Informatics
IS - SUPPL. 1
ER -