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The study utilized UTAUT (Venkatesh et. al., 2003) to determine technology acceptance of learning management system of Taiwan technical university students. This study used cluster sampling and stepwise regression analysis to determine the relationships among constructs. Research results showed that performance expectancy, attitude toward using technology, facilitating conditions, self-efficacy, and social influence have significant influence on behavior intention. Additionally, only behavior intention, attitude toward using technology, and social influence have direct impact on system usage.