Probably because in Egyptian mythology, Thoth, who was an Ibis headed deity, was the god of knowledge and wisdom, and thus Ibis became a symbol of knowledge and reason.

It's somewhat amusing that the Egyptian Ibis is so closely related to the Australian Bin Chicken that they may actually be the same species