Enterprise architecture mining aims to automate the creation of enterprise architecture models to overcome challenges in manual methods. The method involves automatically extracting models, identifying architecture issues, and refining the models for accuracy and quality. This approach helps in improving enterprise architecture analysis and producing integrated models efficiently.