Programming education has recently received increased attention due to growing demand for programming and information technology skills. However, a lack of teaching materials and human resources presents a major challenge to meeting this demand. One way to compensate for a shortage of trained teachers is to use machine learning techniques to…

Software design is still a craft; techniques are based on the way things have been done, not on basic theorems or design principles. Suggests that academic software design needs to be more like a science or technology and that a taxonomy of design solutions or classification method is required. Describes two case studies. (MLW)