Those local inexpensive mic capsules are likely quite adequate for your project.
At that price, you can buy several and hand-select the ones that perform best.
(Lowest self-noise, highest sensitivity, etc.)
Yes, they are intended to be amplified.
To make an A-weighted microphone, I would take the first stage (U1A) of this circuit...

(from Elliot Sound Products
http://sound.westhost.com/project17.htm)
And replace the first stage (U1) of this circuit (which includes the A-weight filter)...

(from Elliot Sound Products
http://sound.westhost.com/project93.htm)
And then turn the audio into a DC voltage with this circuit...

(from National/TI LM3915 data sheet:
http://www.ti.com/lit/ds/symlink/lm3915.pdf)
After you have a DC voltage, you can sample and log the data with any micro-controller (Arduino, et-al).
Of course, you can also buy audio SPL meters quite inexpensively, and maybe even some with built-in logging.