Structured cases in case-based reasoning: re-using and adapting cases for time-tabling problems

In this paper, we present a case-based reasoning (CBR) approach solving educational time-tabling problems. Following the basic idea behind CBR, the solutions of previously solved problems are employed to aid finding the solutions for new problems. A list of feature-value pairs is insufficient to represent all the necessary information. We show that attribute graphs can represent more information and thus can help to retrieve re-usable cases that have similar structures to the new problems. The case base is organised as a decision tree to store the attribute graphs of solved problems hierarchically. An example is given to illustrate the retrieval, re-use and adaptation of structured cases. The results from our experiments show the effectiveness of the retrieval and adaptation in the proposed method.

Social Policy and Time

Time is crucial to the implementation, operation and effectiveness of social policies, yet the subject has often treated the meaning of time as theoretically unproblematic. It focuses more upon what policies do and less upon the contexts within which the practices and assumptions of social actors are embedded. The article offers a more sophisticated theoretical account of time upon which is based an exploration of the main temporal features of welfare capitalism. It then goes on to examine three recent and prominent research projects in order to show how and why they fail to incorporate a convincing social theory of time.