Adaptive systems: from intelligent tutoring to autonomous agents

Computer systems which can automatically alter aspects of their functionality or interface to suit the needs of individuals or groups of users have appeared over the years in a variety of guises. Most recently attention has focused on intelligent interface agents which are seen as specialised, knowledge-based systems acting on behalf of the user in some aspect of the interaction. Similar requirements for automatic adaptation have been noted in intelligent tutoring systems, natural language systems and intelligent interfaces. This paper brings together the research which has emanated from a number of backgrounds and provides a unifying perspective on adaptive systems in general. We present an architecture for adaptive systems and a methodology for their development. The paper also describes software support for producing adaptive systems and offers some experimental evidence to justify both the desirability and feasibility of exploiting an adaptive system approach to human-computer interaction. keywords: adaptive systems, intelligent interfaces, user models, domain models, autonomous agents, adaptive system architecture, development methodology