This paper describes a distributed moderation protocol for wireless discussion forums. Moderating a large discussion forum is a complex task that requires knowledgeable human moderators to check newly posted messages, and ban users that break the rules. The presented protocol uses a bio-inspired approach: well-behaving posters are modelled as healthy cells of a living organism, while ill-behaving ones are modelled as infected cells that try to disrupt this organism. An artificial immune system is defined, whose goal is the detection and removal of infected cells, thus automating the moderation process. The identification of infected cells is supported by a feedback mechanism that allows all the posters of the forum to rate both other posters and the performance of the artificial immune system. If the posters of the forum consider the immune response unsatisfactory, an artificial lymphatic system modifies the artificial immune system with the aim of improving the immune response rating. Finally, the use of an ad hoc wireless network allows for flexibility and resilience.

Wireless Discussion Forums : Automatic Management via Artificial Immune Systems / L. Albergante - In: Performance Evaluation of Computer and Telecommunication Systems, 2008. SPECTS 2008. International Symposium on / [a cura di] R. Asvadi, M. Ahmadian. - [s.l] : IEEE, 2008. - ISBN 978-1-56555-320-0. - pp. 74-81 (( convegno International Symposium on Performance Evaluation of Computer and Telecommunication Systems tenutosi a Edinburgh nel 2008.

Wireless Discussion Forums : Automatic Management via Artificial Immune Systems

L. Albergante
Primo
2008

Abstract

This paper describes a distributed moderation protocol for wireless discussion forums. Moderating a large discussion forum is a complex task that requires knowledgeable human moderators to check newly posted messages, and ban users that break the rules. The presented protocol uses a bio-inspired approach: well-behaving posters are modelled as healthy cells of a living organism, while ill-behaving ones are modelled as infected cells that try to disrupt this organism. An artificial immune system is defined, whose goal is the detection and removal of infected cells, thus automating the moderation process. The identification of infected cells is supported by a feedback mechanism that allows all the posters of the forum to rate both other posters and the performance of the artificial immune system. If the posters of the forum consider the immune response unsatisfactory, an artificial lymphatic system modifies the artificial immune system with the aim of improving the immune response rating. Finally, the use of an ad hoc wireless network allows for flexibility and resilience.
artificial immune system ; bio-inspire ; cryptography ; zero-knowledge
http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=4667546&isnumber=4667529
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/2434/60495
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