Ngoc Thanh Nguyen's Advanced Methods for Inconsistent Knowledge Management PDF

By Ngoc Thanh Nguyen

ISBN-10: 1846288886

ISBN-13: 9781846288883

This publication is a primary. It fills an enormous hole available in the market and gives a large photo of clever applied sciences for inconsistency answer. the necessity for this solution of information inconsistency arises in lots of useful purposes of computers. this sort of inconsistency effects from using numerous assets of data in figuring out sensible initiatives. those assets are frequently self sufficient and use varied mechanisms for processing wisdom concerning the related actual global. this may bring about compatibility difficulties.

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Extra info for Advanced Methods for Inconsistent Knowledge Management (Advanced Information and Knowledge Processing)

Sample text

However, for completeness of the theory, we assume that it is a special case of conflict. 2. Definition of Knowledge Conflict We assume that there is given a finite set A of agents which work in a distributed environment. The term “agent” is used here in a very general sense: as an agent we may understand an expert or an intelligent and autonomous computer program. We assume that these agents have their own knowledge bases in which knowledge states can be distinguished. In general, by a state of agent knowledge we understand these elements of an agent knowledge base which reflect the state of the real world occupied by the agent referring to a given timestamp.

Xk} and X = {n ∗ x1, n ∗ x2, . . , n ∗ xk} for k and n being natural numbers and n > 1 (e) Regular, if it is distinguishable or a multiple of some distinguishable profile As defined above, a conflict profile X ∈ Π(U) contains opinions of conflict participants on the given matter of contention. It should be the main subject for conflict analysis in order to solve it. In fact, if the profile is homogeneous then there is no conflict inasmuch as all the opinions are identical. However, for completeness of the theory, we assume that it is a special case of conflict.

Thus Π(U) is the set of all nonempty subsets with repetitions of set U. Each element of set Π(U) is called a conflict profile. 1 In this work we do not use the formalism often used in consensus theory [13] in which the domain of consensus is defined as U * = ∪ k >0 Uk, where Uk is the k-fold Cartesian product of U. In this way we can specify how many times an object occurs in a profile and we can ensure that the order of objects belonging to a profile is not important. We also use in this book the algebra of sets with repetitions (multisets) defined by Lipski and Marek [80].

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Advanced Methods for Inconsistent Knowledge Management (Advanced Information and Knowledge Processing) by Ngoc Thanh Nguyen

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