CS 6742 - Natural Language Processing and Social Interaction

(crosslisted) INFO 6742

Fall. 3 credits. Letter grades only (no audit).

Prerequisite: CS 2110 or equivalent programming experience, a course in artificial intelligence or any relevant subfield (e.g., NLP, information retrieval, machine learning). Enrollment limited to: Ph.D. and MS students.

C. Danescu-Niculescu-Mizil.

More and more of life is now manifested online, and many of the digital traces that are left by human activity are increasingly recorded in natural-language format. This research-oriented course examines the opportunities for natural language processing to contribute to the analysis and facilitation of socially embedded processes. Possible topics include sentiment analysis, learning social-network structure, analysis of text in political or legal domains, review aggregation systems, analysis of online conversations, and text categorization with respect to psychological categories.