TASK DEFINITION: In this task, you are given books product reviews in English language. The goal is to classify the review as "POS" if the overall sentiment of the review is positive or as "NEG" if the overall sentiment of the review is negative.
PROBLEM: A Must Have for the Mystery Connoisseur! . This is a wonderful tool to keep track of all those mystery books on your shelves. This book offers a comprehensive listing of women's fiction mysteries. Books are listed by author and title. It is great way to see the  order of books written in a series. There is also a check list where you  can check off the book once you purchase it, and then check it after you  read it. I like to make notations next to the books once I finish the book.  Books that have been nominated or received awards are designated with a  star by the title

SOLUTION: POS

PROBLEM: nothing beautiful about it . I had such high hopes for this book - nominated for all those prizes!  If you're looking for gay fiction then this book is for you.  It should be sold with the porn magazines - the first 100 pages ramble on and on about gay sex - but never get to a storyline.  I tried to endure.  I kept hoping there was a story!  I grew up in Britain and thought this sounded like a great perspective on the Iron Lady (Prime Minister Margaret Thatcher) and 80's Britain.  But it's just about a guy trying to fit in with a bunch of snobbish upper class twits!  Oh yes, and there's lots of gay sex

SOLUTION: NEG

PROBLEM: Very Good Book . I used this book as a primary preparation tool for the Sun Certified Business Component Developer (SCBCD) exam. Being a beginner in EJB, I found this book to be very friendly. I liked the layout of the book in general and the writing style of the author in particular. Only relevant pieces of code are presented to focus explanation of topic in question. A complete running application may be downloaded from the author's website. The multiple choice questions at the end of every chapter and ALERTs in every chapter made remembering main points easier. Deployment descriptor elements are clarified in considerable detail and they are explained well. Please note that there are errors in this book - some of them are fairly obvious such as using a capital letter as opposed to a small letter (Java versus java) while others are not so obvious but noticeable by experienced java developers. Regardless of its minor faults, I consider this book to be a valuable addition to my library. Normally I would have a cut a star for the errors but because of its content quality, I felt compelled to give 5 stars. I just passed the exam today thanks to this book. I know that I will not hesitate to buy another book from this author. Thanks Mr.Sanghera! I recommend this book highly without any reservations whatsoever

SOLUTION:
POS