A Review on Software Mining: Current Trends and Methodologies
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 4
Abstract
With the evolution of Software Mining, it has enabled to play a crucial role in the day to day activities .By empowering the software with the data mining methods it aids all the software developers and the managers at a the managerial levels to use it as a tool for knowledge discovery from the relative software engineering data (in the form of code, design documents, bug reports) that would help in visualizing the project‟s status of evolution and progress. To add on, further all the mining methods and algorithms help to device the models that would result in the development of any fault prone real time system prior to the testing phase or the evolution phase. This review paper will highlight the different methodologies for software mining along with its extension as a tool for fault tolerance and bibliographic reference with the special eminence on mining the software engineering information. Index Terms: detection strategies, prediction strategy, fault, metrics thresholds, software metrics, software fault prediction, software quality, MUD(mining Unstructured Data)
Authors and Affiliations
Gurtej Singh Ubhi, Jaspreet Kaur Sahiwal
Keywords
Related Articles
- EP ID EP391016
- DOI 10.9790/9622-0704054045.
- Views 120
- Downloads 0
Active Vibration Control of Laminated Composite Plates by using External Patches
The concept of suppressing vibrations caused by external or internal stimulus has been evolving from a long time and there have been several techniques to suppress these vibrations involving spring mass dampeners and ine...
Sway Analysis of Rigid Jointed Portal Frame by Using Simplified Approach Method in Rotation Contribution Method (Kani’s Method)
Analysis of rigid jointed portal frame involves lots of complication and tedious calculation by using displacement factor and conversion factor in Kani’s method. Displacement factor is required in Kani’s method during th...
Performance Study of BCH Error Correcting Codes Using the Bit Error Rate Term BER
The quality of a digital transmission is mainly dependent on the amount of errors introduced into the transmission channel. The codes BCH (Bose-Chaudhuri-Hocquenghem) are widely used in communication systems and storage...
PLC based Segregation of Scrap Material
This paper describe segregation of scrap materials using automation system. With the growing population rate, the amount of waste being produced is also increasing at a very faster rate. It is also posing a very serious...
Renewable Energy: The Future of Bangladesh
Electrical energy is versatile and considered as the back bone of our daily life. It is directly or indirectly used in everyone’s daily activities. But for having the availability of the sources, we cannot but depend on...