Indian Journal of Science and Technology

Abstract

Objective:Themaingoalofthisworkis tocategorize andunderstandthe various typesofbugspresentintheObjectoriented java scripting language. By finding these faults one can find out the nature of faults which causes the run time failure of programs. Methods: There are various types of bugs present in the OOJS environment which needs to be categorized well to understand the nature of fault which has occurred in the OOJS language. By doing so, web pages can be prevented from the functioning failure and can cause the generation of more user flexible environment. Fault Localization is the approach to analyse and detect the place of faults present in the java scripting language. Transductive Support Vector Machine (TSVM) classification algorithm is introduced to categorize the faults into various sub types by classifying them based on types of bugs. This classification is done on the bug report data set which was created by using the fault localization approach. Findings: The experimental test conducted proves that the proposed approach named TSVM based categorization of faults can detect the faults efficiently which can be used further for error detection. The proposed approach improves in its performance in terms of improved accuracy detection by categorizing the faults correctly through which faults present in the programming language can be done efficiently. Conclusion: From the findings it can be concluded that the proposed approach improved in its performance in terms of improved accuracy.
Keywords: Bug Report, Fault Localization, Object Oriented Java Scripting Language