Glue wearing off on soles. What type of glue should I use?

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Joined Jun 12, 2006
Okay I have a pair of Nike running shoes. Ive had them for a while now but the glue on the sole is starting to wear away. I know I could easily buy a new pair but you know how it is having that pair youve worked in and fits like a glove. 
So my question is does anyone know of a good replacement glue that would work? 
 
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