Here are a few links to get you started thinking about digital humanities applications in R.

Digital History Methods in R

Statistical Methods for Studying Literature Using R

Programming Historian Lessons on data wrangling, text analysis, network analysis, and mapping in R

Text Mining with R by O'Reilly

Other text mining in R tutorials: 

• A Gentle Introduction to Text Mining Using R
• Text Mining in R for Term Frequency