Apps are small, easy-to-use, stand-alone applications that solve a need for your users or business.
Site owners can install, upgrade, and uninstall them on their SharePoint sites without farm or site collection admins.
from http://msdn.microsoft.com/en-US/office/dn448478
VIDEO : What are apps for SharePoint?,