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The Discourse Analysis Tool Suite (DATS, former DWTS) is an ML-powered web-based application designed on the basis of digital discourse analytical approaches with a focus on the Sociology of knowledge approach to discourse that aims to support social scientists and researchers of Digital Humanities with their work. Hermeneutic-circular methods, filtering, and scalable reading are prevalent concepts. Further, AI-in-the-loop, multimodal, and big data are core to the D-WISE Project and, thus, are considered throughout the development of the tool’s features.
Core features of the Discourse Analysis Tool Suite include:
- Data Acquisition
- Annotation / Coding & Tagging
- Filtering & Semantic Search
- Data Analysis & Visualization
- Documentation of the research process