Abstract. This research empirically investigates the performance of conventional rule interestingness measures and discusses their practicality for supporting KDD through human-system interaction in medical domain. We compared the evaluation results by a medical expert and those by selected measures for the rules discovered from a dataset on hepatitis. Recall, Jaccard, Kappa, CST, χ 2 -M, and Peculiarity demonstrated the highest performance, and many measures showed a complementary trend under our experimental conditions. These results indicate that some measures can predict really interesting rules at a certain level and that their combinational use will be useful.

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Through sensory evaluation, the fabric hands and values of various textiles were ascertained. The relationship between fabric hands and values were also investigated. Two sensory evaluations, comprising of a visual evaluation and visual with tactile (visual-tactile) evaluation, were carried out using verbal expressions that people generally use. When asked to give their judgement about the quality and aesthetics of the textiles used in this study, most of the subjects shared common views. Some of fabric hands were found to be related with the quality and aesthetics values of textiles and the results were similar in both visual and visual-tactile evaluations. Tactile impression is often associated with the fabric hands of the textiles, but in this study, many of the visual impressions of the textiles were found to be similar to the visual-tactile impressions. This study also showed that subjects associated "High-grade" and "Feels beautiful/fine" with the characteristics of the physical properties of the textiles such as bending, compression and surface friction.

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