ARIADNE, facilitates a central web portal that provides access to archaeological data from various sources. Parts of these data are being provided as Linked Data. Users can explore these data using traditional methods such as faceted browsing and keyword search, as well as the more-advanced capabilities that come with Linked Data such as semantic queries. A shared characteristic amongst these methods is that they allow users to explore explicit information present in the data. However, since the data is available in structured and explicit form, we can additionally use Machine Learning and Data Mining techniques to identify implicit patterns that exist within this explicit information. The work in this report aims to facilitate this.