Definition: In this task, you are given a part of an article. Your task is to generate headline (title) for this text. Preferred headlines are under fifteen words.
Input: Distributed knowledge based applications in open domain rely on common sense infor­ mation which is bound to be uncertain and incomplete. To draw the useful conclusions from ambiguous data, one must address un­ certainties and conflicts incurred in a holis­ tic view. No integrated frameworks are vi­ able without an in-depth analysis of con­ flicts incurred by uncertainties. In this pa­ per, we give such an analysis and based on the result, propose an integrated framework. Our framework extends definite argumenta­ tion theory to model uncertainty. It sup­ ports three views over conflicting and uncer­ tain knowledge. Thus, knowledge engineers can draw different conclusions depending on the application context (i.e. view). We also give an illustrative example on strategical de­ cision support to show the practical useful­ ness of our framework.

Resolving Conflicting Arguments under Uncertainties