The use of computing tools and methods has irreversibly impacted the creation, use and communication of research. As a result, a still divisive movement of Digital Humanities has emerged over the last few decades. This paper attempts to provide a theoretical contribution to the discussion of the core fundamentals of the field. In order to do so, it takes a sample of papers indexed under Library and Information Science, in the Web of Knowledge database, and studies them using a quantitative data analysis and a qualitative literature review combined with the author’s personal reflection to illustrate the main research topics. The notion of scholarly primitives provides the background for the theoretical analysis. It is concluded that digital humanities embody a community patterned by collaborative and shared networks of communication, where digital tools amplify research possibilities without changing the humanistic values of its practitioners.