Oh I missed the part about the public computer thing. I assume you want this to be a thing where someone can sit down, open a program and search the DB.
If I were asked to do this right now, I would put it in MySQL and write a small delphi app. But since you don't have delphi or vb, I'd go with the php or perl app and just make a link to it on the desktop.
I think, either way, you want to put in mysql (or whatever sql server you've got) and go from there.
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