You should be able to do that using the metadata search & replace- feature. In your example, use regular expression search mode, search for "Computer:\s+\w+" in the tags- field, replace with "Computer Science" (both times, obviously, without the quotes). Adjust accordingly for other cases.
Edit: theducks way looks to be easier. This is a classic case of "If you've got a hammer...".
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