This paper presents CFAPUI (a conceptual framework for developing adaptive pen-based user interface), a conceptual framework for developing adaptive pen-based user interface. CFAPUI proposes an architecture for adaptive pen-based applications, a set of guidelines to assist the design process of adaptive pen-based applications. To demonstrate CFAPUI's validity, the development process of an adaptive pen-based form application is illustrated.