AN INVESTIGATIVE APPROACH FOR THE DISCOVERY OF ECG DATA BASED ON ONTOLOGY

被引：0

作者：

Zouri, Muthana ^{[1
]}

Zouri, Nicoleta ^{[2
]}

Cumpat, Carmen Marinela ^{[3
]}

Ferworn, Alex ^{[1
]}

机构：

[1] Ryerson Univ, Toronto, ON, Canada

[2] Centennial Coll, Toronto, ON, Canada

[3] Alexandru Ioan Cuza Univ, Iasi, Romania

来源：

INTERNATIONAL JOURNAL OF MEDICAL DENTISTRY | 2019年 / 23卷 / 02期

关键词：

ontology; ECG; knowledge discovery; decision support; information retrieval; semantic web; SYSTEM;

D O I：

暂无

中图分类号：

R78 [口腔科学];

学科分类号：

1003 ;

摘要：

The development of proper computer-aided methods for analyzing bio-signal data, such as ECG, can greatly support decision making and information sharing among health care professionals and organizations. Semantic Web provides a common framework for data structuring, sharing and reusing across applications and platforms. In this paper, we present the use of Ontology Web Language (OWL) and Semantic Web Rule Language (SWRL) for data representation and discovery of ECG data. The use of ontology can support data interoperability across heterogeneous applications, while the use of SWRL can support the discovery of data that may not be explicitly expressed. The paper also presents the use of the knowledge existing in the domain for ontology enrichment, evaluation and investigative information gathering

引用

页码：161 / 171

页数：11

共 50 条

[1] An ontology approach for knowledge representation of ECG data
Zouri M.
Zouri N.
Ferworn A.
Studies in Health Technology and Informatics, 2019, 257 : 520 - 525
[2] ONTOLOGY-BASED BOTNET TOPOLOGY DISCOVERY APPROACH WITH IP FLOW DATA
Jiang, Ci-Bin
Li, Jung-Shian
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2015, 11 (01): : 309 - 325
[3] An Approach for Automatic Discovery of Rules Based on ECG Data Using Learning Classifier Systems
Zouri, Muthana
Ferworn, Alex
2022 IEEE WORLD AI IOT CONGRESS (AIIOT), 2022, : 145 - 154
[4] Discovery-based approach to database ontology design
University of Milano, Dipto. di Scienze dell'Informazione, via Comelico 39, 20135 Milano, Italy
不详
Distrib Parallel Databases, 1 (67-98):
[5] A discovery-based approach to database ontology design
Castano, S
De Antonellis, V
DISTRIBUTED AND PARALLEL DATABASES, 1999, 7 (01) : 67 - 98
[6] A Discovery-Based Approach to Database Ontology Design
Silvana Castano
Valeria De Antonellis
Distributed and Parallel Databases, 1999, 7 : 67 - 98
[7] An Ontology Based Approach to Data Surveillance
Pereira, Teresa
Santos, Henrique
PROCEEDINGS OF THE 7TH EUROPEAN CONFERENCE ON INFORMATION WARFARE AND SECURITY, 2008, : 169 - 174
[8] Using an ECG reference ontology for semantic interoperability of ECG data
Goncalves, Bernardo
Guizzardi, Giancarlo
Pereira Filho, Jose G.
JOURNAL OF BIOMEDICAL INFORMATICS, 2011, 44 (01) : 126 - 136
[9] An ontology engineering approach for knowledge discovery from data in evolving domains
Gottgtroy, P
Kasabov, N
Macdonell, S
DATA MINING IV, 2004, 7 : 43 - 52
[10] Ontology-based discovery of data-driven services
Bynens, Maarten
De Win, Bart
Joosen, Wouter
Theeten, Bart
SOSE 2006: SECOND IEEE INTERNATIONAL SYMPOSIUM ON SERVICE-ORIENTED SYSTEM ENGINEERING, PROCEEDINGS, 2006, : 175 - +

← 1 2 3 4 5 →