Roles of Medical Ontology in Association Mining CRISP-DM Cycle
1.
SYSNO ASEP
0405365
Document Type
C - Proceedings Paper (int. conf.)
R&D Document Type
Conference Paper
Title
Roles of Medical Ontology in Association Mining CRISP-DM Cycle
Title
Úloha lékařské ontologie v asociačních úlohách CRISP-DM cyklu
Author(s)
Češpivová, H. (CZ) Rauch, J. (CZ) Svátek, V. (CZ) Kejkula, M. (CZ) Tomečková, Marie (UIVT-O)
Source Title
Knowledge Discovery and Ontologies / Buitelaar P. ; Franke J. ; Grobelnik M. ; Paas G. ; Svátek V.. - Pisa : University of Pisa, 2004
Pages
s. 1-12
Number of pages
12 s.
Action
ECML/PKDD 2004 Discovery Challenge. Workshop W6 on Knowledge Discovery and Ontologies
Event date
20.09.2004-24.09.2004
VEvent location
Pisa
Country
IT - Italy
Event type
EUR
Language
eng - English
Country
IT - Italy
Keywords
CRISP-DM model ; medical ontology ; association mining ; cardiovascular risk
Subject RIV
BD - Theory of Information
R&D Projects
LN00B107 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
Annotation
We experimented with introduction of medical ontology and other background knowledge into the process of association mining. The inventory used consisted of the LISp-Miner tool, the UMLS ontology, the STULONG dataset on cardiovascular risk, and a set of simple qualitative rules. The experiment suggested that an ontology may bring benefits to all phases of the KDD cycle as described in CRISP-DM.
