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On the Belief Merging by Negotiation
Procedia Computer Science, 2014 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.
Trong Hieu Tran, Thi Hong Khanh Nguyen
exaly +3 more sources
Belief merging within fragments of propositional logic [PDF]
ACM Transactions on Computational Logic, 2014 Recently, belief change within the framework of fragments of propositional logic has gained increasing attention. Previous works focused on belief contraction and belief revision on the Horn fragment.
Creignou, Nadia +3 more
core +8 more sources
Belief Merging and Judgment Aggregation in Fuzzy Setting [PDF]
Advances in Fuzzy Systems, 2012 We explore how judgment aggregation and belief merging in the framework of fuzzy logic can help resolve the "Doctrinal Paradox." We also illustrate the use of fuzzy aggregation functions in social choice theory.
Ismat Beg, Nabeel Butt
semanticscholar +3 more sources
Belief merging with the aim of truthlikeness [PDF]
SynthÈse, 2015 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Simon D'Alfonso
exaly +4 more sources
Belief merging in absence of reliability information
SynthÈse, 2022 Merging beliefs depends on the relative reliability of their sources. When this is information is absent, assuming equal reliability is unwarranted. The solution proposed in this article is that every reliability profile is possible, and only what holds ...
Paolo Liberatore
exaly +3 more sources
An application of belief merging for the diagnosis of oral cancer
Applied Soft Computing Journal, 2017 Machine learning employs a variety of statistical, probabilistic, fuzzy and optimization techniques that allow computers to “learn” from examples and to detect hard-to-discern patterns from large, noisy or complex datasets. This capability is well-suited
Pilar Pozos-Parra
exaly +4 more sources
Belief merging in Dynamic Logic of Propositional Assignments [PDF]
International Symposium on Foundations of Information and Knowledge Systems, 2014 International audienceWe study syntactical merging operations that are defined semantically by means of the Hamming distance between valuations; more precisely, we investigate the Σ-semantics, Gmax-semantics and max-semantics.
Herzig, Andreas +2 more
core +8 more sources
Borda, Cancellation and Belief Merging [PDF]
Proceedings of the Eighteenth International Conference on Principles of Knowledge Representation and Reasoning, 2021 In this work, we explore the links between the Borda voting rule and belief merging operators. More precisely, we define two families of merging operators inspired by the definition of the Borda voting rule.
Patricia Everaere +3 more
semanticscholar +3 more sources
Proceedings of the AAAI Conference on Artificial Intelligence, 2020 In this paper we introduce proportionality to belief merging. Belief merging is a framework for aggregating information presented in the form of propositional formulas, and it generalizes many aggregation models in social choice.
Adrian Haret +3 more
semanticscholar +3 more sources
Incorporating Belief Merging into Relevance-Sensitive Belief Structures
Proceedings of the 26th Pan-Hellenic Conference on Informatics, 2022 Belief structures have been introduced by Chopra and Parikh as a well-behaved and relevance-sensitive model that is perfectly suitable for representing the beliefs of resource-bounded agents.
Theofanis I. Aravanis
semanticscholar +2 more sources