Recently, Watts and Strogatz introduced the so-called small-world networks
in order to describe systems that combine simultaneously properties of regu
lar and random lattices. In this work we study diffusion processes defined
on such structures by considering explicitly the probability for a random w
alker to be present at the origin. The results are intermediate between the
corresponding ones for fractals and Cayley trees.