Kirthana, Adultery is not just limited to guys only.
To answer why, may be boredom, stagnant relationships, lack of passion and so on. However, to me more than the adultery part, his choice of female and the way he chose to do it is very very surprising. In his line of work I don't there is lack of female fan-following for him.