According to Aristotle, knowledge differs from belief in the following ways:

1) Knowledge has to be true.

2) Knowledge has to be believed to be true.

3) Knowledge has to be believed for legitimate reasons to be true.

If any of those three conditions are not met, the information, though it may be true, is still only a belief rather than true knowledge.