How can I repair/glue a shoe

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I have a shoe that the sole has come unglued from the rest of the shoe, mainly from middle of the foot all the way to the toe. I have tried using super glue to fix it but it don't stick. The sole is rubber and there is fabric material inside. I thought about buying some Gorilla Glue to see if that would work. I don't have a shoe repair store to take it to. Can someone please tell me how to fix my shoe so it can be worn again. Thanks.