Integration of the HL7 Standard in a Multiagent System to Support Personalized Access to e-Health Services

被引:18
|
作者
De Meo, Pasquale [1 ]
Quattrone, Giovanni [1 ]
Ursino, Domenico [1 ]
机构
[1] Univ Mediterranea Reggio Calabria, DIMET, I-89122 Reggio Di Calabria, Italy
关键词
Intelligent agents; multiagent systems; healthcare; human-centered computing; knowledge personalization and customization; HL7; personalized search of services; MEDICAL INFORMATION; CARE; RETRIEVAL;
D O I
10.1109/TKDE.2010.174
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a multiagent system to support patients in search of healthcare services in an e-health scenario. The proposed system is HL7-aware in that it represents both patient and service information according to the directives of HL7, the information management standard adopted in medical context. Our system builds a profile for each patient and uses it to detect Healthcare Service Providers delivering e-health services potentially capable of satisfying his needs. In order to handle this search it can exploit three different algorithms: the first, called PPB, uses only information stored in the patient profile; the second, called DS-PPB, considers both information stored in the patient profile and similarities among the e-health services delivered by the involved providers; the third, called AB, relies on A*, a popular search algorithm in Artificial Intelligence. Our system builds also a social network of patients; once a patient submits a query and retrieves a set of services relevant to him, our system applies a spreading activation technique on this social network to find other patients who may benefit from these services.
引用
收藏
页码:1244 / 1260
页数:17
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