An Approach to Knowledge Integration Applied to a Configuration Problem

Abstract

This chapter presents a framework for knowledge integration based on mappings between similar concepts in constraint graphs associated to a configuration problem. In particular, the chapter is devoted to one of the problems which could arise when performing collaborative knowledge integration, namely detecting knowledge overlaps. The solution to the overlapping problem relies on the use of matching algorithms. To illustrate our approach we present as a case study a computer configuration problem. This problem is important as it has the promise to become an alternative approach for the current knowledge integration solutions. Through our approach the real cost of integration can be reduced as it is not necessary to invest a great amount of resources beforehand a truly integrated system can be operational. © Springer-Verlag Berlin Heidelberg 2011.