Paper Info
Title
Knowledge Capturing via Conceptual Reframing - A Goal-oriented Framework for Knowledge Invention.
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.
Year
DOI
Venue
2019
10.1145/3360901.3364422
K-CAP
Keywords
Field
DocType
knowledge generation, cognitive agents, description logics, non-monotonic reasoning, knowledge representation, goal-reasoning
Knowledge representation and reasoning,Cognitive reframing,Information retrieval,Goal orientation,Computer science,Knowledge-based systems,Description logic,Human–computer interaction,Goal reasoning,Knowledge base,Knowledge acquisition
Conference
ISBN
Citations 
PageRank 
978-1-4503-7008-0
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Antonio Lieto120029.65
Gian Luca Pozzato239436.96
Federico Perrone311.37
Eleonora Chiodino410.69