Isn't it amazing what you can find on the internet? Your question intrigued me, so I checked it out and this is what I found on a site when I typed in a search for "homemade bubble gum" This site also had the kit for sale with all the necessary ingredients.
http://www.leeners.com/gumrecipe.html

Editor's Note:
Homemade Bubble Gum Recipe