We consider a ``length-biased'' shift-dependent information measure, related to the differential entropy in which higher weight is assigned to large values of observed random variables. This allows us to introduce the notions of ``weighted residual entropy'' and ``weighted past entropy'', that are suitable to describe dynamic information of random lifetimes, in analogy with the entropies of residual and past lifetimes introduced in \cite{Eb96} and \cite{DiLo2002}, respectively. The obtained results include their behaviors under monotonic transformations.