To achieve greater acceleration of the bowling ball, the bowler should either choose a ball with less mass or throw the ball with more force. According to Newton's second law of motion (F = ma), increasing the force applied to the ball will increase its acceleration, and reducing the mass will also result in greater acceleration for the same amount of force.
Therefore, the correct response is: The bowler should choose a ball with less mass or throw the ball with more force.