Try this:

Open Launch Pad. Find the Mavericks icon and click on it. It should give and indication as to whether it is stuck or not.

OR

Open Launch Pad. Hold down the Option key and click on the Mavericks icon. An X should appear. Click on it and then go back to the App store and try again.

There is also the possibility that your ISP is shutting you down during the install. This is a large file and some ISP's will throttle your bandwidth

P