The subjective answer evaluations performed on large scale, say in academia, show that human evaluations remain biased and are subject to specific guidelines given to human assessors. An attempt is made to generate unbiased system. The overall system's functionality relies on three main components, namely, question processing component, the search component and the answer-evaluation component. The parts of e-book in the knowledge sources are annotated and classified according to the bootstrapping ontologies of the subject domain. In continuum with the efforts put by computational linguistic...