Thanks for responses. I have bought a can of the stuff today from screwfix. Here is a link of the product as requested:
http://www.geocel.co.uk/product.aspx?id=206&pt=diy
I will be trying it out soon hopefully it will hold the boards. If not, i will try something else. Does anyone know...