The document discusses mining user opinions on hotels from online sources to identify popular aspects and attributes that customers like in order to help hotels improve their sales and margins. It outlines applying data mining techniques such as sentiment analysis to extract patterns from user comments on various hotel aspects with little human interaction to predict what hotel features customers rate positively.