학술논문

Knowledge Capturing via Conceptual Reframing : A Goal-oriented Framework for Knowledge Invention
Document Type
Conference
Source
Proceedings of the 10th International Conference on Knowledge Capture. :109-114
Subject
cognitive agents
description logics
goal-reasoning
knowledge generation
knowledge representation
non-monotonic reasoning
Language
English
Abstract
In this work we describe a novel approach to goal-oriented knowledge capturing that, differently from the standard knowledge acquisition pipelines, employs a dynamic conceptual reframing mechanismrelying on a non monotonic reasoning procedure. This approachhas been implemented in a knowledge based system able to findthe solution to not directly satisfiable goals by recombining, in aninnovative way, at least two concepts of a given knowledge base(KB). The output of such combinatorial mechanism results, de facto, in an extension of the initial KB able to satisfy the original goal. The proposed approach has been tested in the task of goal-driven concept invention and has been compared with human responses.

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