The amount of digital interaction data has soared along with the digitisation of business processes and private communication since the advent of the Internet. The increased amount data will produce an almost unfathomable amount of interaction traces. The goal of this project is to research machine learning and artificial intelligence techniques that can be used to turn digital interaction data into Digital Interaction Intelligence and approaches that can be used to effectively enter and act in social media, and to automate this process.