Security and Communication Networks

Review Article

A Systematic Literature Review on Using Machine Learning Algorithms for Software Requirements Identification on Stack Overflow

Table 7

List of selected primary studies.
Paper IDFull bibliographic reference
S01Yin, H., and Pfahl, D. (2017, November). A preliminary study on the suitability of stack overflow for open innovation in requirements engineering. In Proceedings of the 3rd International Conference on Communication and Information Processing (pp. 45–49). ACM.
S02Zou, J., Xu, L., Guo, W., Yan, M., Yang, D., and Zhang, X. (2015, May). Which non-functional requirements do developers focus on? An empirical study on stack overflow using topic analysis. In 2015 IEEE/ACM 12th Working Conference on Mining Software Repositories (pp. 446–449). IEEE.
S03Pinto, G., castor, F., and liu, Y. D. (2014, May). Mining questions about software energy consumption. In Proceedings of the 11th Working Conference on Mining Software Repositories (pp. 22–31). ACM.
S04Ahmad, A., li, K., Feng, C., and sun, T. (2018, October) “An empirical study on how iOS developers report quality Aspects on stack overflow,” international journal of machine learning and computing vol. 8, no. 5, pp. 501–506, 2018. IJMLC.
S05Treude, C., Barzilay, O., and storey, M. A. (2011, May). How do programmers ask and answer questions on the web?: Nier track. In 2011 33rd International Conference on Software Engineering (ICSE) (pp. 804–807). IEEE.
S06Zou, J., Xu, L., Yang, M., Zhang, X., and Yang, D. (2017). Towards comprehending the non-functional requirements through developers’ eyes: An exploration of stack overflow using topic analysis. Information and Software Technology, 84, 19–32.
S07Bajaj, K., pattabiraman, K., and mesbah, A. (2014, May). Mining questions asked by web developers. In Proceedings of the 11th Working Conference on Mining Software Repositories (pp. 112–121). ACM.
S08Ahmad, A., Feng, C., li, K., Asim, S. M., and sun, T. (2019). Toward empirically investigating non-Functional requirements of iOS developers on stack overflow. IEEE Access, 7, 61145–61169.
S09Xiao, M., Yin, G., wang, T., Yang, C., and chen, M. (2015). Requirement acquisition from social q&a sites. In Requirements Engineering in the Big Data Era (pp. 64–74). Springer, Berlin, Heidelberg.
S10Rosen, C., and shihab, E. (2016). What are mobile developers asking about? A large scale study using stack overflow. Empirical Software Engineering, 21(3), 1192–1223.
S11Abad, Z. S. H., shymka, A., pant, S., currie, A., and ruhe, G. (2016, September). What are practitioners asking about requirements engineering? An exploratory analysis of social q&a sites. In 2016 IEEE 24th International Requirements Engineering Conference Workshops (REW) (pp. 334–343). IEEE.
S12Pinto, G. H., and Kamei, F. (2013, October). What programmers say about refactoring tools?: An empirical investigation of stack overflow. In Proceedings of the 2013 ACM workshop on Workshop on refactoring tools (pp. 33–36). ACM.