volatility = new information=entropy

As a measure for predicting the implied volatility of an option, the reason entropy is useful is that entropy is related to the amount of information newly generated in the time series. As observed in the stock option market the phase in which the volatility of an option rises is when the underlying stock price reaches a level it has not reached before.