Mathematical modeling into performance evaluation using simulator training and correlation with live training practices

Author

Ivancevic, V. ; Jain, L.C. ; Puri, V. ; Filippidis, D.

Author_Institution

Knowledge Based Intelligent Syst. Centre, Univ. of South Australia, Mawson Lakes, SA, Australia

fYear

1999

fDate

36495

Firstpage

509

Lastpage

512

Abstract

In this paper, the problem of the objective evaluation of trainee performance from simulators, and the subsequent prediction of the trainee´s competency, is solved in two ways: (i) using a linear factor structure and linear factor dynamics, in the case of large samples of trainees and simulator tests, and (ii) using a nonlinear Hopfield overlap-based structure and nonlinear overlap dynamics, in the case of small samples of trainees and simulator tests

Keywords

Hopfield neural nets; computer aided analysis; educational computing; modelling; performance evaluation; simulation; training; correlation; factor analysis; linear factor dynamics; linear factor structure; live training practices; mathematical modeling; nonlinear Hopfield overlap-based structure; nonlinear overlap dynamics; objective evaluation; simulator tests; simulator training; trainee competency prediction; trainee performance evaluation; trainee sample size; Analytical models; Australia; Data mining; Equations; Intelligent systems; Mathematical model; Performance analysis; Predictive models; Testing; Vectors;

fLanguage

English

Publisher

ieee

Conference_Titel

Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference

Conference_Location

Adelaide, SA

Print_ISBN

0-7803-5578-4

Type

conf

DOI

10.1109/KES.1999.820234

Filename

820234