- Describe basic concepts and methods in text mining, for example document representation, information extraction, text classification and clustering, and topic modeling;
- Use benchmark corpora, commercial and open-source text analysis and visualization tools to explore interesting patterns;
- Understand conceptually the mechanism of advanced text mining algorithms for information extraction, text classification and clustering, opinion mining, and their applications in real-world problems; and
- Choose appropriate technologies for specific text analysis tasks and evaluate the benefit and challenges of the chosen technical solution.
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