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Abstract
A survey of 83 knowledge engineers reveals that most potential problems in expert systems development occur during the planning phase. Furthermore, such factors as the knowledge engineers’ experience and the length of development time can amplify some of these problems. This article offers suggestions as to how knowledge engineers can improve their ability to avoid major development pitfalls and encourages IS managers to focus on financial commitment and long-term planning for expert systems projects.