Clinical Decision Support Based on OWL Queries in a Knowledge-as-a-Service Architecture

被引:1
作者
Barreto, Renan Gomes [1 ]
Costa Aversari, Lucas Oliveira [1 ]
Alves Pegado Gomes, Cecilia Neta [1 ]
Queiroz Lino, Natasha Correia [1 ]
机构
[1] Univ Fed Paraiba, Joao Pessoa, Paraiba, Brazil
来源
RULES AND REASONING (RULEML+RR 2018) | 2018年 / 11092卷
关键词
Knowledge-as-a-Service; Ontology; Health informatics; Knowledge representation;
D O I
10.1007/978-3-319-99906-7_15
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Facing the need to improve access to knowledge and the establishment of means for sharing and organizing data in the health domain, this research describes an architecture based on the paradigm of Knowledge-as-a-Service (KaaS) for knowledge sharing in the health domain, and, through the use of OWL queries, it's demonstrated how such architecture can be used for clinical decision support, together with its flow of execution. Additionally, it is shown a case study of the instantiation of the purposed architecture in the field of nephrology. The development of this research contributed to the creation of a new architecture, called H-KaaS, which established itself as a platform capable of managing multiple data sources and knowledge models, centralizing access to ontologies and other means of knowledge representation through an API that can be instantiated to different purposes, such as clinical decision support and education.
引用
收藏
页码:226 / 238
页数:13
相关论文
共 30 条
[1]  
[Anonymous], THESIS
[2]  
[Anonymous], 2003, DESCRIPTION LOGIC HD
[3]  
[Anonymous], 2008, P OWLED 2008
[4]  
[Anonymous], 2004, DAT SYS APP
[5]   A View of Cloud Computing [J].
Armbrust, Michael ;
Fox, Armando ;
Griffith, Rean ;
Joseph, Anthony D. ;
Katz, Randy ;
Konwinski, Andy ;
Lee, Gunho ;
Patterson, David ;
Rabkin, Ariel ;
Stoica, Ion ;
Zaharia, Matei .
COMMUNICATIONS OF THE ACM, 2010, 53 (04) :50-58
[6]  
Barros E., 2009, NEFROLOGIA SERIE CON
[7]  
Bastos Marcus Gomes, 2011, Braz. J. Nephrol., V33, P93
[8]   Service Quality in Software-as-a-Service: Developing the SaaS-Qual Measure and Examining Its Role in Usage Continuance [J].
Benlian, Alexander ;
Koufaris, Marios ;
Hess, Thomas .
JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 2011, 28 (03) :85-126
[9]  
Berner ES., 2007, CLIN DECISION SUPPOR, V233
[10]  
Brachman R., 2004, Knowledge Representation and Reasoning, DOI [10.1146/annurev.cs.01.060186.001351, DOI 10.1146/ANNUREV.CS.01.060186.001351]