"Browse", in its most literal sense, means to eat grass and young shoots. Grazing animals such as cows and sheep are called browsing animals. So, the use of "browse" when looking through books or the internet is figurative,
Aside from that, Judy's explanation is exactly what you need to know: search is specific, and browse is without an aim in mind.