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In this paper, a service-oriented paradigm is presented which is underpinned by collaborative computing technologies to enable the provision of simulation models as services as well as the integration of these services for performing simulation tasks in product design.
In order to optimise training in procedural skills for the future there needs to be an increase in the provision of simulation based training.
KS participated in the design and coordination of the study, in the provision of simulation techniques, and in the drafting of the manuscript.
Whilst many applications are tied to a particular modeling language, the increasing provision of simulation tools as web services [ 12] would enable a computational workflow to execute such a SED-ML description.
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Although some tools have been developed to enable remote access to simulations, most of them focus on the sharing of information and the provision of simulations via a single and centralized program.
Significantly, the study highlights the need to differentiate carefully between the replication of a scenario and the provision of a simulation designed with learning as the primary goal.
Managing such large amount of data and analysing for various applications e.g. future city models, visualisation, simulations, provision of quality public services and information to citizens and decision making becomes challenging without developing and applying appropriate tools and techniques.
The pre-publication history for this paper can be accessed here: http://www.biomedcentral.com/1471-2288/13/113/prepub We thank the Reykjavik study for provision of data on which simulations were based, and Dr Stephen Kaptoge for preparing the Stata code referenced in this paper.
Other methods used by policy makers in the provision of health care are based on simulation modeling.
Large-scale Monte Carlo simulation of a stochastic cost model revealed the provision of early parenteral nutrition might reduce the overall cost of care by US$3,150 per patient (95% CI US$1,314 to US$4,990).
use of authentic simulation; positioning the client as coach as well as simulated patient; and provision of an experimental learning space in which immediate formative feedback is provided together with the opportunity for rehearsal and re-play.
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