In this introduction the contributions of the present thematic issue are situated with respect to four different aspects of the similarity notion: the computational basis of similarity, constraints on similarity judgments by processes of selection and context-sensitivity, flexibility versus stability of similarity and the relationship of similarity to general background knowledge.