Answer
Like Aristotle, Kepler thought that the force on a moving planet would be in the direction of motion.
Newton realized that objects in orbit are being pulled toward the body they are orbiting, so the force on a moving planet is toward the Sun.
Work Step by Step
This is discussed on page 197.