Title :
CAMDIT: A Toolkit for Integrating Heterogeneous Data for Enhanced Service Provisioning
Author :
Abayomi, Ipadeola ; Oladipupo, Ipadeola ; Ameen, Ahmed ; Joseph, Sadiku
Author_Institution :
Dept. of Comput. Sci., Univ. of Ilorin, Ilorin, Nigeria
Abstract :
Data Integration is classified as an Open and Lingering (OL) problem which must be sufficiently addressed due to its myriad benefits and significances, especially in the health sector where collaborative medicine is vital. Data integration problem evolved from the disparity in semantics and syntactic representations of medical data. It is a challenge, which must be solved to realize effective collaboration in the health sector and paramount for efficient health care service provisioning. In recent times, different approaches and software artifacts such as services, components and tools have been proposed for resolving data integration problem. However, existing approaches are faced with data inaccuracy, data unreliability, increased query response time, network bottleneck and poor system performance. The focus of this paper is to present our technique and the CAMDIT toolkit which efficiently achieves data integration, data accuracy, reliability and reduced query-response time and impacts of network bottleneck on systems performances.
Keywords :
data integration; distributed databases; ubiquitous computing; CAMDIT toolkit; OL problem; collaborative medicine; context aware model; data accuracy; health care service provisioning; health sector; heterogeneous data integration; medical data; network bottleneck; open and lingering problem; query-response time; reliability; semantics disparity; software artifacts; syntactic representations; systems performances; Accuracy; Data integration; Databases; Middleware; Ontologies; Semantics; Software agents;
Conference_Titel :
Software Reliability Engineering Workshops (ISSREW), 2014 IEEE International Symposium on
Conference_Location :
Naples
DOI :
10.1109/ISSREW.2014.108