Semantic reconciliation of knowledge extracted from text through a novel machine reader

This paper describes a novel method for generating and integrating knowledge graphs extracted from multiple natural language sources by FRED, a machine reading tool for generating abstract representations of text documents. This is a key problem in human-robot spoken dialogue interaction, issue which arises from a current research project related to active and healthy ageing using caring service robots where we are involved. The problem is also relevant in many application scenarios requiring the creation and dynamic evolution of a knowledge base, such as automatic news summarisation. Solving this problem requires solving sub-tasks that have only been studied individually, so far. We propose a holistic approach to handle FRED's graphs related to different input texts and output a knowledge graph representing the reconciled knowledge.

Tipo Pubblicazione: 
Contributo in atti di convegno
Author or Creator: 
Mongiovi, Mongiovì
Reforgiato Recupero, Diego
Gangemi, Aldo
Presutti, Valentina
Nuzzolese, Andrea Giovanni
Consoli, Sergio
Publisher: 
ACM Press, New York, USA
Source: 
8th International Conference on Knowledge Capture, Palisades, NY, USA, 07-10/10/2015
info:cnr-pdr/source/autori:Mongiovi, Mongiovì; Reforgiato Recupero, Diego; Gangemi, Aldo; Presutti, Valentina; Nuzzolese, Andrea Giovanni; Consoli, Sergio/congresso_nome:8th International Conference on Knowledge Capture/congresso_luogo:Palisades, NY, USA/
Date: 
2015
Resource Identifier: 
http://www.cnr.it/prodotto/i/366584
https://dx.doi.org/10.1145/2815833.2816945
info:doi:10.1145/2815833.2816945
http://www.scopus.com/record/display.url?eid=2-s2.0-84997427099&origin=inward
Language: 
Eng
ISTC Author: 
Ritratto di Aldo Gangemi
Real name: 
Ritratto di Valentina Presutti
Real name: 
Ritratto di Andrea Nuzzolese
Real name: