Validating the Effectiveness of Object-Oriented Metrics over Multiple Releases for Predicting Fault Proneness

2012 ◽  
Author(s):  
Santosh Singh Rathore ◽  
Atul Gupta
Keyword(s):  
Object Oriented ◽  
Multiple Releases ◽  
Fault Proneness ◽  
Object Oriented Metrics

A SYSTEMATIC REVIEW OF THE EMPIRICAL VALIDATION OF OBJECT-ORIENTED METRICS TOWARDS FAULT-PRONENESS PREDICTION

2013 ◽  
Vol 23 (10) ◽  
pp. 1513-1540 ◽  
Author(s):  
BASSEY ISONG ◽  
EKABUA OBETEN
Keyword(s):  
Empirical Studies ◽  
Object Oriented ◽  
Strong Impact ◽  
Empirical Validation ◽  
Relevant Article ◽  
System Failures ◽  
The Impact ◽  
Fault Proneness ◽  
Object Oriented Metrics

Object-oriented (OO) approaches of software development promised better maintainable and reusable systems, but the complexity resulting from its features usually introduce some faults that are difficult to detect or anticipate during software change process. Thus, the earlier they are detected, found and fixed, the lesser the maintenance costs. Several OO metrics have been proposed for assessing the quality of OO design and code and several empirical studies have been undertaken to validate the impact of OO metrics on fault proneness (FP). The question now is which metrics are useful in measuring the FP of OO classes? Consequently, we investigate the existing empirical validation of CK + SLOC metrics based on their state of significance, validation and usefulness. We used systematic literature review (SLR) methodology over a number of relevant article sources, and our results show the existence of 29 relevant empirical studies. Further analysis indicates that coupling, complexity and size measures have strong impact on FP of OO classes. Based on the results, we therefore conclude that these metrics can be used as good predictors for building quality fault models when that could assist in focusing resources on high risk components that are liable to cause system failures, when only CK + SLOC metrics are used.

CODE CLONE DETECTION USING OBJECT ORIENTED METRICS

2020 ◽  
Vol 9 (6) ◽  
pp. 3925-3931
Author(s):  
S. Sharma ◽  
D. Rattan ◽  
K. Singh
Keyword(s):  
Object Oriented ◽  
Clone Detection ◽  
Code Clone ◽  
Object Oriented Metrics

Applying object-oriented metrics to Ada 95

1996 ◽  
Vol XVI (5) ◽  
pp. 48-58 ◽  
Author(s):  
William W. Pritchett
Keyword(s):  
Object Oriented ◽  
Ada 95 ◽  
Object Oriented Metrics

Applicability of Weyuker's Property 9 to object oriented metrics

2006 ◽  
Vol 32 (3) ◽  
pp. 209-211 ◽  
Author(s):  
Naveen Sharma ◽  
Padmaja Joshi ◽  
R.K. Joshi
Keyword(s):  
Object Oriented ◽  
Object Oriented Metrics
Sign in / Sign up

Export Citation Format

Share Document