I agree. I would have to concede that sometimes the algorithm is not perfect (nor do I believe it ever could be). I took a glance at the Lord of the Rings and

I agree. I would have to concede that sometimes the algorithm is not perfect (nor do I believe it ever could be). I took a glance at the Lord of the Rings and some of the ways that this movie was tagged made it appear stronger in certain categories that would recommend those movies. I have modified the analysis of the movie and I think the recommendations are a little more pertinent. Thanks!