To fix this issue, please follow the steps are given in the following link -
http://www.howtogeek.com/168081/how-to-remove-the-folders-from-my-computer-in-windows-8.1/
I am working with Windows 8.1 environment, So I haven’t tried this method personally in the environment of Windows 7
davidhk129: Unfortunately, my version of Win7 Ultimate doesn't show a remove option when Recent is right-clicked,
Gavin Oscur: Although I'm using Win7, I looked to see if your 8.1 fix might work. But that link didn't show
the key for the Recent folder.
Thanks for trying to help, but I'm still looking for a solution.