Text-and-Data-Mining-Glossary (Elsevier)
Glossary of Digital Humanities Terms (Folger Shakespeare Library)
What are n-grams? (Kavita Ganesan, Text Mining, Analytics & More blog)
Topic modeling: A basic introduction (Megan R. Brett, Journal of Digital Humanities)
Concepts & Readings: Data Mining and Text Analysis (UCLA Center for Digital Humanities)
Text Mining and Scholarly Publishing (Jonathan Clark, Publishing Research Consortium)