Course Description

Course CodeCourse NameCreditsHours
5903328 Natural Language Processing and Text Mining 3.0 3
Description Unstructured text docuemnts are very common in various applicaton domains. How to extract important information from texts and analyze their meanings is very helpful to aggregate various ideas. In this course, we are going to introduce the basic techniques in Natural Language Processing including: lexical, syntactic, and semantic anlaysis, and common text mining methods. In addition to POS tagging, keyterm extraction, and word segmentation, we are going to discuss different word and document representations, and apply deep learning methods in effective semantic analysis such as sentiment analysis and opinion mining.