This paper used the leisure and tourism industries stocks monthly, weekly, daily returns to examine the zero-investment portfolios investment performance in Taiwan. There're significantly find the existence of price momentum investment abnormal return. After the momentum effects been recognized, we regressed and found that investors' sentiments are significant cause of short-term momentum by interpreting the CAPM, Fama and French (1992; 1993) three-factor model, and investors' sentiment model (Chou et al., 2007). This study shows that the irrational behaviors of individual investors are the main explanation short-term price momentum. These evidences implied that the investors could obtain higher profit by using the leisure and tourism industries stocks price momentum strategies in Taiwan.