transferring Kodak Easyshare photo captions to new computer?

I have lots of photos stored on my old computer and use the Kodak Easyshare program to write captions. For example, I label a vacation photo with some descriptive name so I remember what the picture is of. I copied the photos via a USB stick to my new computer and downloaded Easyshare, but none of the captions have carried over. How do I do this? I realize it was a big mistake ever to use Easyshare to begin with.