Mining Software Development History - Approaches and Challenges

Explore the fascinating world of mining software development history in this 54-minute conference talk by Vadim Markovtsev from source{d} at MLCon. Delve into the rich insights that can be extracted from Version Control System logs, uncovering how projects evolve and developers work. Discover how past events can predict future outcomes in software development. Learn about various mining techniques and available tools, including embeddings, dynamic time warping, seriation, and HDBSCAN. Gain valuable knowledge on leveraging historical data to enhance software development processes and predict future trends in this engaging presentation.