We tackled the fundamental heterogeneity of the cultural heritage data by structuring the knowledge available from user experience using machine learning. We designed new methodologies to extract and produce new information and attempted to make new sense of cultural heritage by connecting and creating narratives with methods based on network theory and artificial intelligence.