Recently, technology-enhanced learning research has increasingly focused on emergent technologies such as augmented reality. Educational researchers of traditional handicraft have used emergent technologies to inject affective and cognitive learning in teaching. However, numerous studies have highlighted content display of traditional handicraft in teaching based on emergent technologies. As far as we know very little work emphasized personalized learning and experience based on augmented reality in traditional handicraft. In order to address these problems, the researchers present an AR-based experiential learning method for traditional handicraft, with the purpose of shifting the pattern of learning from content-centered to experience-centered. Our approach is Augmented Reality-based Personalized Learning Pattern (ARPLP) for traditional handicraft, and it can be divided into four phases. In addition, a case of Cantonese Porcelain is presented to support this pattern in experience interface of application. The results of research produced an experience interface framework of traditional handicraft based on ARPLP, it contributes to the value of augmented reality as well as experiential learning of students for Cantonese Porcelain.