This study investigates the relation of price and volume in TAIEX futures market and find the trading strategy based on it. Using the high frequency data of TAIEX futures from January 2005 through December 2010, we first investigate the abnormal returns of TAIEX futures over the period of given events; and then form the momentum and contrarian trading strategies. Our empirical results show the significant profits from momentum strategy constructed with the 1-minute frequency trading data and contrarian strategy constructed with the 5-minutes frequency trading data. However, no significant profit from both strategies after considering the transaction costs.