Instruct: Classify Amazon reviews into positive or negative sentiment
Query: Academic bent.

As a dissertation this book works well: it contains high level coverage of the theories associated with computer use, and web use in particular, especially descriptions of academic research in that area. Unfortunately it doesn't provide the grounded, current, specific information and examples that would help a commercial practitioner improve web products under development