Is there such an option in Mac App Store? I know in iTunes Store we can manage reviews and ratings in personal account.
Open the Mac App Store. On the Featured tab, in the right sidebar, there is a link called Account. Under Settings > Reviews and Ratings, click Manage. You can edit / delete your reviews there.