Here is a quick fix for that or rather say an option. You can sort the feeds that appear on your news feed. There are a couple of options over there but that's more than enough for tailoring your news feed updates, so that you get the fresh content that is being shared by your buddies and the groups,pages,apps you like.
Facebook news feed shows the posted content from pages,groups or other users by sorting them as Top stories and Most recent. Top stories are sorted based on number of likes,comments, shares of that story