Three five article complete the “issue-oriented” part of this special issue , serving as an introduction to several difficuit aspects of knowledge representation. Although individual authors may dispute our categorization, we believe the remaining articles focus on particular method with respect to specific knowledge representation formalist, although they are also concerned with issues in knowledge representations.