Title :
Conceptual Graphs Based Information Retrieval in HealthAgents
Author :
Croitoru, Madalina ; Hu, Bo ; Dasmahapatra, Srinandan ; Lewis, Paul ; Dupplaw, David ; Gibb, Alex ; Julia-Sape, Margarida ; Vicente, Javier ; Saez, Carlos ; Garcia-Gomez, Juan Miguel ; Roset, Roman ; Estanyol, Francesc ; Rafael, Xavier ; Mier, Mariola
Author_Institution :
Univ. of Southampton, Southampton
Abstract :
This paper focuses on the problem of representing, in a meaningful way, the knowledge involved in the HealthAgents project. Our work is motivated by the complexity of representing electronic healthcare records in a consistent manner. We present HADOM (HealthAgents domain ontology) which conceptualises the required HealthAgents information and propose describing the sources knowledge by the means of conceptual graphs (CGs). This allows to build upon the existing ontology permitting for modularity and flexibility. The novelty of our approach lies in the ease with which CGs can be placed above other formalisms and their potential for optimised querying and retrieval.
Keywords :
decision support systems; distributed decision making; graph theory; health care; medical computing; medical information systems; ontologies (artificial intelligence); query processing; HADOM; HealthAgents; HealthAgents domain ontology; conceptual graphs; electronic healthcare records; information retrieval; Clinical diagnosis; DNA; Decision support systems; Information retrieval; Knowledge representation; Magnetic resonance imaging; Medical diagnostic imaging; Medical services; Neoplasms; Ontologies;
Conference_Titel :
Computer-Based Medical Systems, 2007. CBMS '07. Twentieth IEEE International Symposium on
Conference_Location :
Maribor
Print_ISBN :
0-7695-2905-4
DOI :
10.1109/CBMS.2007.36