Evaluation of Knowledge Based Applications: Benchmark and Guidelines

In this paper we propose to report a work on evaluation of a knowledge based application that leads to the constitution of a benchmark such as those that exist in Information Retrieval evaluations. This benchmark enables to perform quantitative evaluation by classic metrics such as precision and recall. We had also conducted a qualitative analysis that helps the elaboration of guidelines and methodological indications for ontology evaluation and enhancement.