Kathleen McKeown explores natural language text and presents a formal analysis of problems in a computer program, TEXT. 'Text Generation' presents a formal analysis of problems which up till now have been approached descriptively.
The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection.
This book explores how to handle today's massive news streams and provides multidimensional, multimodal, and distributed approaches, like automated deep learning, to capture events and narrative structures involved in a 'story'.