A Document-Term Matrix (DTM) is a mathematical matrix that represents the frequency of terms occurring in a collection of documents, where each row corresponds to a document and each column corresponds to a term. It is a fundamental tool in text mining and natural language processing, enabling the transformation of textual data into a structured format suitable for analysis and modeling.