Dean is right - a piezoelectric element has a very high output impedance, and hence, you need an amplifier with a very high input impedance, to measure the signal.
Op-amps are designed for this - I can't think of specific models offhand, which would suit, maybe someone else has a suggestion, or check manafacturers' sites.