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Marketing impact on diffusion in social networks 营销对社交网络扩散的影响
Q1 Mathematics Pub Date : 2017-03-01 DOI: 10.1016/j.jal.2016.11.034
Pavel Naumov , Jia Tao

The article proposes a way to add marketing into the standard threshold model of social networks. Within this framework, the article studies logical properties of the influence relation between sets of agents in social networks. Two different forms of this relation are considered: one for promotional marketing and the other for preventive marketing. In each case a sound and complete logical system describing properties of the influence relation is proposed. Both systems could be viewed as extensions of Armstrong's axioms of functional dependency from the database theory.

本文提出了一种将营销加入到社交网络标准门槛模型中的方法。在此框架下,本文研究了社会网络中主体间影响关系的逻辑性质。考虑了这种关系的两种不同形式:一种用于促销营销,另一种用于预防营销。在每种情况下,都提出了一个描述影响关系属性的健全而完整的逻辑系统。这两个系统都可以看作是数据库理论中Armstrong函数依赖公理的扩展。
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引用次数: 7
Price of privacy 隐私的代价
Q1 Mathematics Pub Date : 2017-03-01 DOI: 10.1016/j.jal.2016.11.035
Pavel Naumov , Jia Tao

The article proposes a logical framework for reasoning about agents' ability to protect their privacy by hiding certain information from a privacy intruder. It is assumed that the knowledge of the intruder is derived from the observation of pieces of evidence and that there is a cost associated with the elimination of the evidence. The logical framework contains a modal operator labeled by a group of agents and a total budget available to this group. The key contribution of this work is the proposed incorporation of the cost factor into privacy protection reasoning within the standard modal logic framework. The main technical result are the soundness and completeness theorems for the introduced logical system with respect to a formally defined semantics.

本文提出了一个逻辑框架,用于推理代理通过对隐私入侵者隐藏某些信息来保护其隐私的能力。假定入侵者的知识来自于对证据的观察,并且与消除证据相关的成本。逻辑框架包含一个由一组代理标记的模态操作符和该组可用的总预算。这项工作的关键贡献是提出在标准模态逻辑框架内将成本因素纳入隐私保护推理。主要的技术成果是引入的逻辑系统相对于正式定义的语义的健全性和完备性定理。
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引用次数: 0
An overview of algorithmic approaches to compute optimum entropy distributions in the expert system shell MECore (extended version) 在专家系统外壳MECore(扩展版)中计算最佳熵分布的算法方法概述
Q1 Mathematics Pub Date : 2016-12-01 DOI: 10.1016/j.jal.2016.05.003
Nico Potyka, Engelbert Mittermeier, David Marenke

The expert system shell MECore provides a series of knowledge management operations to define probabilistic knowledge bases and to reason under uncertainty. To provide a reference work for MECore algorithmics, we bring together results from different sources that have been applied in MECore and explain their intuitive ideas. Additionally, we report on our ongoing work regarding further development of MECore's algorithms to compute optimum entropy distributions and provide some empirical results. Altogether this paper explains the intuition of important theoretical results and their practical implications, compares old and new algorithmic approaches and points out their benefits as well as possible limitations and pitfalls.

专家系统外壳MECore提供了一系列知识管理操作,用于定义概率知识库和不确定性推理。为了给MECore算法提供参考,我们汇集了不同来源的已经在MECore中应用的结果,并解释了它们的直观思想。此外,我们报告了我们正在进行的关于MECore算法进一步发展的工作,以计算最佳熵分布,并提供一些实证结果。总之,本文解释了重要理论结果的直观性及其实际意义,比较了新旧算法方法,指出了它们的优点以及可能存在的局限性和缺陷。
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引用次数: 2
On the applicability of the ‘number of possible states’ argument in multi-expert reasoning 论“可能状态数”论证在多专家推理中的适用性
Q1 Mathematics Pub Date : 2016-12-01 DOI: 10.1016/j.jal.2016.10.001
Martin Adamčík

The aim of this paper is to explore the applicability of the ‘number of possible states’ argument in inferential problems in multi-expert reasoning. The argument is Bayesian and it is similar in spirit to the one used to derive the maximum entropy inference process. Under certain conditions a particular way of applying it surprisingly suggests that the weighted arithmetic mean should be used in meta-analysis with unexplained heterogeneity.

本文的目的是探讨“可能状态数”论证在多专家推理推理问题中的适用性。这个论证是贝叶斯的,它在精神上类似于用来推导最大熵推理过程的论证。在某些条件下,应用它的一种特殊方式令人惊讶地表明,加权算术平均值应该用于具有无法解释的异质性的荟萃分析。
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引用次数: 4
A geometric principle of indifference 冷漠的几何原理
Q1 Mathematics Pub Date : 2016-12-01 DOI: 10.1016/j.jal.2016.05.002
Lieven Decock , Igor Douven , Marta Sznajder

That one's degrees of belief at any one time obey the axioms of probability theory is widely regarded as a necessary condition for static rationality. Many theorists hold that it is also a sufficient condition, but according to critics this yields too subjective an account of static rationality. However, there are currently no good proposals as to how to obtain a tenable stronger probabilistic theory of static rationality. In particular, the idea that one might achieve the desired strengthening by adding some symmetry principle to the probability axioms has appeared hard to maintain. Starting from an idea of Carnap and drawing on relatively recent work in cognitive science, this paper argues that conceptual spaces provide the tools to devise an objective probabilistic account of static rationality. Specifically, we propose a principle that derives prior degrees of belief from the geometrical structure of concepts.

人们在任何时候的信念程度都服从概率论公理,这被广泛认为是静态理性的必要条件。许多理论家认为,这也是一个充分条件,但根据批评者的说法,这产生了对静态理性的过于主观的解释。然而,对于如何获得一个站得住脚的更强的静态合理性概率理论,目前还没有好的建议。特别是,人们可能通过在概率公理中加入一些对称原理来实现期望的强化的想法似乎很难维持。从卡尔纳普的一个想法出发,并借鉴相对较新的认知科学工作,本文认为概念空间提供了设计静态理性的客观概率描述的工具。具体地说,我们提出了一个原则,从概念的几何结构中推导出先验的信念程度。
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引用次数: 10
The structure of ideas in The Port Royal Logic 《皇家港口逻辑》的思想结构
Q1 Mathematics Pub Date : 2016-12-01 DOI: 10.1016/j.jal.2016.09.002
John N. Martin

This paper addresses the degree to which The Port Royal Logic anticipates Boolean Algebra. According to Marc Dominicy the best reconstruction is a Boolean Algebra of Carnapian properties, functions from possible worlds to extensions. Sylvain Auroux's reconstruction approximates a non-complemented bounded lattice. This paper argues that it is anachronistic to read lattice algebra into the Port Royal Logic. It is true that the Logic treats extensions like sets, orders ideas under a containment relation, and posits mental operations of abstraction and restriction. It also orders species in a version of the tree of Porphyry, and allows that genera may be divided into species by privative negation. There is, however, no maximal or minimal idea. Abstraction is not binary. Neither abstraction nor restriction is closed. Ideas under containment, therefore, do not form a lattice. Nor are the relevant formal properties of lattices discussed. Term negation is privative, not a complementation operation. The technical ideas relevant to the discussion are defined. The Logic's purpose in describing structure was not to develop algebra in the modern sense but rather to provide a new basis for the semantics of mental language consistent with Cartesian metaphysics. The account was not algebraic, but metaphysical and psychological, based on the concept of comprehension, a Cartesian version of medieval objective being.

本文讨论了Port Royal Logic对布尔代数的预测程度。根据Marc Dominicy,最好的重构是一个布尔代数的Carnapian性质,函数从可能世界到扩展。Sylvain Auroux的重构近似于非补有界晶格。本文认为将格代数读入波特罗尔德逻辑是不合时宜的。诚然,逻辑把扩展当作集合,把概念安排在一个包含关系之下,并提出抽象和限制的心理操作。它还在斑岩树的一个版本中对物种进行排序,并允许通过剥夺否定将属划分为种。然而,没有最大值或最小值的概念。抽象不是二元的。抽象和限制都不是封闭的。因此,封闭的思想不会形成晶格。也没有讨论格的相关形式性质。术语否定是剥夺性操作,而不是互补操作。定义了与讨论相关的技术思想。《逻辑学》描述结构的目的不是发展现代意义上的代数,而是为与笛卡尔形而上学一致的心理语言的语义学提供新的基础。这种解释不是代数的,而是形而上学的和心理学的,基于理解的概念,这是中世纪客观存在的笛卡尔版本。
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引用次数: 2
Qualitative probabilistic inference under varied entropy levels 变熵水平下的定性概率推理
Q1 Mathematics Pub Date : 2016-12-01 DOI: 10.1016/j.jal.2016.05.004
Paul D. Thorn, Gerhard Schurz

In previous work, we studied four well known systems of qualitative probabilistic inference, and presented data from computer simulations in an attempt to illustrate the performance of the systems. These simulations evaluated the four systems in terms of their tendency to license inference to accurate and informative conclusions, given incomplete information about a randomly selected probability distribution. In our earlier work, the procedure used in generating the unknown probability distribution (representing the true stochastic state of the world) tended to yield probability distributions with moderately high entropy levels. In the present article, we present data charting the performance of the four systems when reasoning in environments of various entropy levels. The results illustrate variations in the performance of the respective reasoning systems that derive from the entropy of the environment, and allow for a more inclusive assessment of the reliability and robustness of the four systems.

在之前的工作中,我们研究了四个著名的定性概率推理系统,并提供了计算机模拟的数据,试图说明这些系统的性能。这些模拟评估了这四个系统的倾向,即在给定关于随机选择的概率分布的不完整信息的情况下,将推理许可为准确和信息丰富的结论。在我们早期的工作中,用于生成未知概率分布(代表世界的真实随机状态)的程序倾向于产生具有中等高熵水平的概率分布。在本文中,我们提供了在不同熵水平的环境中推理时四个系统性能的数据图表。结果说明了来自环境熵的各自推理系统的性能变化,并允许对四个系统的可靠性和鲁棒性进行更具包容性的评估。
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引用次数: 6
Dynamics of Knowledge and Belief 知识与信仰的动力
Q1 Mathematics Pub Date : 2016-12-01 DOI: 10.1016/j.jal.2016.05.001
Christoph Beierle, Gabriele Kern-Isberner
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引用次数: 0
Extending adaptive world modeling by identifying and handling insufficient knowledge models 通过识别和处理不足的知识模型来扩展自适应世界建模
Q1 Mathematics Pub Date : 2016-12-01 DOI: 10.1016/j.jal.2016.05.005
Achim Kuwertz , Jürgen Beyerer

Adaptive knowledge modeling is an approach for extending the abilities of the Object-Oriented World Model, a system for representing the state of an observed real-world environment, to open-world modeling. In open environments, entities unforeseen at the design-time of a world model can occur. For coping with such circumstances, adaptive knowledge modeling is tasked with adapting the underlying knowledge model according to the environment. The approach is based on quantitative measures, introduced previously, for rating the quality of knowledge models. In this contribution, adaptive knowledge modeling is extended by measures for detecting the need for model adaptation and identifying the potential starting points of necessary model change as well as by an approach for applying such change. Being an extended and more detailed version of [17], the contribution also provides background information on the architecture of the Object-Oriented World Model and on the principles of adaptive knowledge modeling, as well as examination results for the proposed methods. In addition, a more complex scenario is used to evaluate the overall approach.

自适应知识建模是一种将面向对象世界模型(用于表示观察到的真实世界环境的状态的系统)的能力扩展到开放世界建模的方法。在开放环境中,可能会出现在世界模型设计时无法预见的实体。为了应对这种情况,自适应知识建模的任务是根据环境调整底层知识模型。该方法基于之前介绍的定量度量,用于评估知识模型的质量。在此贡献中,适应性知识建模通过检测模型适应需求和识别必要模型更改的潜在起点的措施以及应用此类更改的方法进行了扩展。作为[17]的扩展和更详细的版本,该贡献还提供了面向对象世界模型的体系结构和自适应知识建模原理的背景信息,以及所提出方法的检查结果。此外,还使用了一个更复杂的场景来评估整个方法。
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引用次数: 10
Intuitionistic common knowledge or belief 直觉性的常识或信念
Q1 Mathematics Pub Date : 2016-11-01 DOI: 10.1016/j.jal.2016.04.004
Gerhard Jäger, Michel Marti

Starting off from the usual language of modal logic for multi-agent systems dealing with the agents' knowledge/belief and common knowledge/belief we define so-called epistemic Kripke structures for intuitionistic (common) knowledge/belief. Then we introduce corresponding deductive systems and show that they are sound and complete with respect to these semantics.

从处理智能体的知识/信念和共同知识/信念的多智能体系统的模态逻辑的常用语言出发,我们定义了直觉(共同)知识/信念的所谓认知Kripke结构。然后,我们引入了相应的演绎系统,并证明了它们在这些语义方面是健全和完备的。
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引用次数: 11
期刊
Journal of Applied Logic
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