- 期刊
Severity Prediction of Bug Reports Using Weighted Implicit Tags
並列摘要
Bug reports are crucial in the software development and maintenance of large-scale software projects. Although several bug reports may be received daily, the severity of bug reports influences the fixing priority. In this paper, we consider the abundant information embedded in tags, and propose a tagging approach for assigning weighted implicit tags to bug reports by calculating the report similarity. The experimental results show that the proposed tagging approach can effectively improve the prediction performance of bug report data sets with comprehensive tag information. For the bug report data sets with poor tag information, the proposed tagging approach can improve the performance in most cases.
被引用紀錄
Huang, Y. J. (2017). 低功耗電阻式記憶體之元件設計與其特性研究 [doctoral dissertation, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU201700727
延伸閱讀
- Zhang, L., Li, X. P., Zhang, F. B., & Ren, X. L. (2020). Moving Target Detection and Tracking Based on Improved Mean Shift Algorithm. 電腦學刊, 31(2), 264-276. https://doi.org/10.3966/199115992020043102022
- REZAPOUR, A., & TZENG, W. G. (2020). A Robust Algorithm for Predicting Attacks Using Collaborative Security Logs. Journal of Information Science and Engineering, 36(3), 597-619. https://doi.org/10.6688/JISE.202005_36(3).0008
- 林孟頡（2013）。Detecting Duplicate Defect Reports Using Weighted Features in Support Vector Machines〔碩士論文，元智大學〕。華藝線上圖書館。https://doi.org/10.6838/YZU.2013.00286
- Phuc, N. (2012). Improving Detection Performance of Duplicate Bug Reports using Extended Class Centroid Information [master's thesis, Yuan Ze University]. Airiti Library. https://doi.org/10.6838/YZU.2012.00292
- 杜弘學（2012）。A Study of Duplication Detection Methods for Bug Reports based on BM25 Feature Weighting〔碩士論文，元智大學〕。華藝線上圖書館。https://doi.org/10.6838/YZU.2012.00014