Framework for Evaluation of Programming Language Examinations - Computational Intelligence Techniques for Comparative Genomics - page 118

Fig. 1 Steps in framework

testing stage. If the program does not pass the functional testing phase, then marks
are given based on formula:

ð actualErrors = reportedErrors Þ ð one fourth of total marks Þ:

The second part is given to the student based on test case passing. The third part
of marks is given on the basis of ef ciency and complexity metrics. The last part is

given on the basis semantic similarity between student program and model
program.

4 Implementation of the Framework

The framework is developed on Microsoft Windows 8 environment using Java
programming language and Java Agent Development Environment (JADE) [ 18 ].
The developed framework can be used for programming languages C, C++, and
Java.