Knowledge takes many forms in large organizations, and a unique opportunity exists to perform substantial integration of heterogeneous knowledge through semantic technologies. We present a sustainable method to create and maintain a data cloud that provides added value to an organization, while not interfering with existing practices. Our method shows one of the first application of knowledge-centric data access, following a web 3.0 paradigm. A use case has been implemented in a large research organization, based on explicit requirements. RDF-OWL datasets generated on the basis of a highly modular, pattern-based ontology are created, enriched by means of inferences and NLP techniques, and are integrated with linked open data. They are presented in different interaction modes that embrace important tasks such as navigation and search of organizational knowledge from any point, expert finding, competence matching etc. The tools implemented have been submitted to end-users for a task-based evaluation.

Semantic Scout: Making Sense of Organizational Knowledge

Enrico Daga;Aldo Gangemi;Alberto Salvati;Gianluca Troiani
2010

Abstract

Knowledge takes many forms in large organizations, and a unique opportunity exists to perform substantial integration of heterogeneous knowledge through semantic technologies. We present a sustainable method to create and maintain a data cloud that provides added value to an organization, while not interfering with existing practices. Our method shows one of the first application of knowledge-centric data access, following a web 3.0 paradigm. A use case has been implemented in a large research organization, based on explicit requirements. RDF-OWL datasets generated on the basis of a highly modular, pattern-based ontology are created, enriched by means of inferences and NLP techniques, and are integrated with linked open data. They are presented in different interaction modes that embrace important tasks such as navigation and search of organizational knowledge from any point, expert finding, competence matching etc. The tools implemented have been submitted to end-users for a task-based evaluation.
2010
SAC - soppressa
Istituto di Scienze e Tecnologie della Cognizione - ISTC
978-3-642-16437-8
Organizational knowledge
Semantic web
Semantic interaction
WEB
ONTOLOGIES
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/61738
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact