Title :
Partitioning the UMLS semantic network
Author :
Chen, Zong ; Perl, Yehoshua ; Halper, Michael ; Geller, James ; Gu, Huanying
Author_Institution :
Comput. Sci. Dept., New Jersey Inst. of Technol., Newark, NJ, USA
fDate :
6/1/2002 12:00:00 AM
Abstract :
The unified medical language system (UMLS) integrates many well-established biomedical terminologies. The UMLS semantic network (SN) can help orient users to the vast knowledge content of the UMLS metathesaurus (META) via its abstract conceptual view. However, the SN itself is large and complex and may still be difficult to comprehend. Our technique partitions the SN into smaller meaningful units amenable to display on limited-sized computer screens. The basis for the partitioning is the distribution of the relationships within the SN. Three rules are applied to transform the original partition into a second more cohesive partition.
Keywords :
medical computing; medical information systems; nomenclature; semantic networks; thesauri; UMLS metathesaurus; UMLS semantic network partitioning; abstract conceptual view; biomedical terminologies; limited-sized computer screens; unified medical language system; Biomedical informatics; Computer displays; Computer science; Helium; Knowledge representation; Large screen displays; Mathematics; Terminology; Tin; Unified modeling language; Algorithms; Databases, Factual; Dictionaries as Topic; Models, Theoretical; Semantics; Unified Medical Language System; Vocabulary, Controlled;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2002.1006296