This paper presents a perspective of using personal assistants in personalized systems, particularly in both understanding
the user model and generating appropriate adaptation and response. The paper discusses the use of a personal assistant as
a data input source and the expected stereotypes based on mind-sets. This is the framework of exploring a user-centered design
approach to building up the intelligent personalized system.