Yes, indeed.
It was the most suggested assumption; but according to the many legends, it could have been a Kelpie, or some kind of giant worm or dragon.
There is also another "but": in the times in which Plesiosaurs were said to live, Loch Ness - i.e. the Lake and the river - did not exist. Furthermore, quite a few pranks or hoaxes occurred.