In this paper, we propose the model for automated repair in software fault. Automated patch generation is the most important technique in these days. Genetic Programming (GP) technique is used for automatic program repair, but most of the techniques use just a source code including fault to make initial population. We propose two methods to select similar bug fixing history; using topic modeling and finding similar bugs by using code block similarity.
This research was supported by Next-Generation Information Computing Development Program (NRF-2014M3C4A7030504) and by Basic Science Research Program (NRF-2017R1A2B4009937) through the National Research Foundation of Korea(NRF) funded by the Ministry of Science, ICT & Future Planning.Acknowledgments. This research was supported by Next-Generation Information Computing Development Program (NRF-2014M3C4A7030504) and by Basic Science Research Program (NRF-2017R1A2B4009937) through the National Research Foundation of Korea(NRF) funded by the Ministry of Science, ICT & Future Planning.