The book has been submitted as a special study report in partial fulfillment of the requirements for the degree of Master of Science in Information Management, School of Engineering and Technology, Asian Institute of Technology, Thailand. This book mainly focuses on the development of text mining and sentiment analysis, and their applications in recent business researches. The future work on applying sentiment analysis into focus research on sharing economy markets will also be mentioned as an introduction for the author's next book.