6533b82dfe1ef96bd12915df

RESEARCH PRODUCT

A Knowledge Management System using Bayesian Network

Patrizia RibinoSalvatore GaglioGiuseppe Lo ReAntonio Oliveri

subject

Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniDecision support systemKnowledge managementbusiness.industryComputer scienceData managementKnowledge engineeringKnowledge value chainIntelligent decision support systemDocument management systemProcedural knowledgecomputer.software_genreClinical decision support systemKnowledge-based systemsKnowledge extractionKnowledge baseInformation and Communications TechnologyOrganizational learningPersonal knowledge managementOntologyDomain knowledgeKnowledge Management Bayesian Network Artificial Intelligencebusinesscomputer

description

In today's world, decision support and knowledge management processes are strategic and interdependent activities in many organizations. The companies' interest on a correct knowledge management is grown, more than interest on the mere knowledge itself. This paper proposes a Knowledge Management System based on Bayesian networks. The system has been tested collecting and using data coming from projects and processes typical of ICT companies, and provides a Document Management System and a Decision Support system to share documents and to plan how to best use firms' knowledge.

yearjournalcountryeditionlanguage
2009-01-01
10.1007/978-3-642-10291-2_45http://hdl.handle.net/10447/43613