TASK DEFINITION: In this task, you are given product reviews about dvds. The goal is to classify the review as "POS" if the overall sentiment of the review is positive(the reviewer is satisfied) or as "NEG" if the overall sentiment of the review is negative(the reviewer is not satisfied).
PROBLEM: Jim West Was My First Martial Arts Instructor . As a teenager, I first became interested in the martial arts by watching James West ply his trade in this series.  Although his defensive and offensive moves now look phony and ineffective, 42 years ago they completely captured my attention and imagination.  Initially, I tried my hands and feet at a number of martial arts styles before settling on John McSweeney's version of Kenpo Karate.  (John was one of Ed Parker's first black belts.)  I was the head instructor at his school, Self-Defense Unlimited, in Elmhurst, Illinois, for over 20 years, eventually earning a 7th degree black belt.      As editor of the American Kenpo Karate Association newsletter, I wrote many articles on the martial arts, as well as two books that are sold on Amazon.  And, of course, I learned the value of working out every day and pushing my body to its limits--and beyond.  The bottom line is that Wild Wild West truly had a profound influence on my life.  And as this DVD set shows, it was also one of the most entertaining programs to ever hit the tube

SOLUTION: POS

PROBLEM: Top Ten Food Movie . I spent two weeks cruising the Italian neighborhoods of San Francisco looking for a restaurant like the one portrayed so richly in this movie. And I found one! Unfortunately, as might have been predicted from the film, it lasted only a few months before folding.   There's more to Big Night than the food. It's outrageously funny, for one thing, a quality many reviewers seemed not to appreciate. The acting is brilliant; for once, everyone acts in ensemble. It's original, not quite any Hollywood genre. It's poignant, in emotional terms most people can find believable. Is it a GREAT movie? Dumb question! It's a movie you'll enjoy and remember

SOLUTION: POS

PROBLEM: WB makes one grave mistake . I am currently watching some of the episodes of this season, but if you watch the entire opening sequence of the DVD before selecting from episodes, play, etc, they give away the twist endings for a few of the episodes.  For season 6 & 7, PLEASE WB, put back the Crypt Keeper where you can select an episode

SOLUTION:
POS