DNK-WSD: A Distributed Approach for Knowledge Discovery in Peer to Peer Networks

Aiello, Giovanni; Alessi, Marco; Cossentino, Massimo; Storniolo, Pietro; Urso, Alfonso

doi:10.1109/pdp.2007.38

“…In Aiello and Alessi (2007), the notion of collective knowledge is introduced to denote the knowledge fragments about a certain concept of interest that are interlinked across different nodes. In other approaches like Sigurbjörnsson and van Zwol (2008), collective knowledge is defined to support recommendation systems for multimedia resource annotation.…”

Section: Related Workmentioning

confidence: 99%

“…Creation and maintenance of a community-level collective intelligence push a novel attention to the critical aspects of distributed knowledge management in the P2P environment, where the goal of establishing a shared agreement among a set of peers conflicts with the intrinsic P2P nature that pursues peer autonomy, communication scalability, and rapid change propagation. In this direction, recent approaches based on P2P communities show interesting solutions to improve the efficiency of query distribution and to increase data availability, apart from the accessibility of the single peers (Aiello & Alessi, 2007;Das, Nandi, & Ganguly, 2009). However, methods and techniques for collaboratively building and negotiating any form of P2P community intelligence are still at a basic level of development and only preliminary results are currently available (Aleman-Meza, Halaschek-Wiener, & Arpinar, 2005;Ren, Anumba, & Ugwu, 2002).…”

mentioning

confidence: 99%

Managing Collective Intelligence in Semantic Communities of Interest

Ferrara

¹

,

Montanelli

²

,

Castano

³

et al. 2010

International Journal of Organizational and Collective Intelligence

1

0

View full text Add to dashboard Cite

In this paper, the authors present a reference P2P architecture based on autonomous, self-emerging semantic communities of interest (CoIs) for collective intelligence creation and management. An approach for enabling knowledge organization and management at the level of a single peer is presented in the paper, as well as techniques for supporting a peer to participate to the construction of a shared community vocabulary, according to the terminological preferences automatically extracted from its personal knowledge. Furthermore, an application example in the e-health domain is presented in the framework of the iCoord system for P2P semantic coordination to show the use of a manifesto-based collective intelligence for enforcing effective collaboration in a real case study.

show abstract

Managing Collective Intelligence in Semantic Communities of Interest

Montanelli

¹

,

Castano

²

,

Ferrara

³

et al.

Intelligent and Knowledge-Based Computing for Business and Organizational Advancements

0

View full text Add to dashboard Cite

In this paper, the authors present a reference P2P architecture based on autonomous, self-emerging semantic communities of interest (CoIs) for collective intelligence creation and management. An approach for enabling knowledge organization and management at the level of a single peer is presented in the paper, as well as techniques for supporting a peer to participate to the construction of a shared community vocabulary, according to the terminological preferences automatically extracted from its personal knowledge. Furthermore, an application example in the e-health domain is presented in the framework of the iCoord system for P2P semantic coordination to show the use of a manifesto-based collective intelligence for enforcing effective collaboration in a real case study.

show abstract

Managing Collective Intelligence in Semantic Communities of Interest

Montanelli

¹

,

Castano

²

,

Ferrara

³

et al.

Information Technology for Intellectual Property Protection

0

View full text Add to dashboard Cite

In this paper, the authors present a reference P2P architecture based on autonomous, self-emerging semantic communities of interest (CoIs) for collective intelligence creation and management. An approach for enabling knowledge organization and management at the level of a single peer is presented in the paper, as well as techniques for supporting a peer to participate to the construction of a shared community vocabulary, according to the terminological preferences automatically extracted from its personal knowledge. Furthermore, an application example in the e-health domain is presented in the framework of the iCoord system for P2P semantic coordination to show the use of a manifesto-based collective intelligence for enforcing effective collaboration in a real case study.

show abstract

DNK-WSD: A Distributed Approach for Knowledge Discovery in Peer to Peer Networks

Cited by 4 publications

References 7 publications

Managing Collective Intelligence in Semantic Communities of Interest

Managing Collective Intelligence in Semantic Communities of Interest

Managing Collective Intelligence in Semantic Communities of Interest

Managing Collective Intelligence in Semantic Communities of Interest

Contact Info

Product

Resources

About