We analyzed the noncommutativity effects on the Fisher information (̂,̂) and Shannon entropies (̂,̂) of a harmonic oscillator immersed in a time-varying electric field in two and three dimensions. We find the exact solutions of the respective timedependent Schrödinger equation and use them to calculate the Fisher information and the Shannon entropy for the simplest case corresponding the lowest-lying state of each system. While there is no problem in defining the Shannon entropy for noncommutating spaces, the definition of the Fisher information had to be modified to satisfy the Cramer-Rao inequalities. We observe for both systems, how the Fisher information and Shannon entropy in position and momentum change due to the noncommutativity of the space. We verified that the Bialynicki-Birula-Mycielski (BBM) entropic uncertainty relation still holds in the systems considered.