Paper Info
Title
A knowledge editing service for multisource data management in remote health monitoring.
Abstract
Remote Health Monitoring (RHM) programmes are being increasingly developed to face the pervasive diffusion of chronic diseases. RHM strongly relies on ICT intelligent platforms devised to remotely acquire multisource data, process these according to specific domain knowledge and support clinical decision making. However, since RHM domain is continuously evolving and the pertinent knowledge is not yet consolidated, there is a great demand for services and tools that allow the encoded knowledge to be modified and enriched. This paper presents a Knowledge Editing Service (KES), which aims at enabling clinicians to insert novel knowledge, in a controlled fashion, into an ICT intelligent platform. The solution proposed is innovative since it addresses synergistically peculiar issues related to (i) RHM knowledge format; (ii) controlled editing patterns; (iii) knowledge verification and (iv) cooperative knowledge editing. None of the existing methods and systems for knowledge authoring tackles all these aspects at the same time. A prototype of the KES has been implemented and evaluated in real operational conditions.
Year
DOI
Venue
2012
10.1109/TITB.2012.2215622
IEEE Transactions on Information Technology in Biomedicine
Keywords
Field
DocType
remote monitoring,data acquisition,patient monitoring,data mining,knowledge engineering,decision support systems,usability
Data science,Data mining,World Wide Web,Clinical decision making,Domain knowledge,Remote patient monitoring,Computer science,Usability,Decision support system,Knowledge engineering,Information and Communications Technology,Data management
Journal
Volume
Issue
ISSN
16
6
1558-0032
Citations 
PageRank 
References 
8
0.63
11
Authors
5
Name
Order
Citations
PageRank
Sara Colantonio15814.24
Massimo Esposito210711.36
Massimo Martinelli34710.09
Giuseppe De Pietro461884.50
Ovidio Salvetti516846.26