On the Belief Merging by Negotiation | Zendy

Trong Hieu Tran | Zendy; Quoc Bao Vo | Zendy; Thi Hong Khanh Nguyen | Zendy

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On the Belief Merging by Negotiation

Author(s) -

Trong Hieu Tran,

Quoc Bao Vo,

Thi Hong Khanh Nguyen

Publication year - 2014

Publication title -

procedia computer science

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.334

H-Index - 76

ISSN - 1877-0509

DOI - 10.1016/j.procs.2014.08.094

Subject(s) - computer science , negotiation , belief revision , belief propagation , field (mathematics) , theoretical computer science , computational complexity theory , artificial intelligence , algorithm , mathematics , political science , law , decoding methods , pure mathematics

Belief merging is an active research field with many important applications. Most existing work addresses the belief merging issue using a centralised approach. In this paper, we investigate a distributed approach to the problem of belief merging. The contribution of this paper is two-fold: (i) we develop a negotiation-based model for belief merging, and (ii) we investigate the computational complexity of the belief merging problem within the proposed framework. Through the proposed model of negotiation-based belief merging, we will present and discuss several significant logical properties and computational complexity results

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