Ipad touch screen does not work sometimes

I bought my iPad air about 3 months ago,and I watch Netflix on it.From last week, sometimes when I want to pause the movie, the middle of the screen does not work. I have to turn the iPad from horizontal view to vertical or do something else, then the middle of the screen responds to my touch. Then it works for 10 minutes and it happens again. What should I do?