A fuzzy logic system to evaluate levels of trust on linked open data resources

IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY

Revista Facultad De Ingenieria-universidad De Antioquia Pub Date : 2018-03-27 DOI:10.17533/UDEA.REDIN.N86A06

J. F. Herrera-Cubides, P. Gaona-García, Jorge Ivan Alonso-Echeverri, Kevin Alexandre Riaño-Vargas, A. Gómez-Acosta

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引用次数: 9

Abstract

Linked Data is a way of using the network by creating links among data from different information sources in order to improve search processes, semantic interoperability among other functionalities. One of the strategies used to perform linked resources queries is through the consumption of SPARQL Endpoints. However, to determine existent trust levels within and outside the knowledge domains where such resources are, the operation of these Endpoints is one of the critical factors for both to realize the state of these resources and their subsequent consumption. To recognize these states, the present article aims at exposing the description, modeling, implementation and analysis of a type-I fuzzy system based on logical rules. It also addresses decision-making regarding the uncertainty that presents the definition of levels of trust to determine the consumption obtained over a set of LOD Datasets Located in several Endpoints. Finally, it presents results, conclusions and further work from a case study performed through the postulation of parameters obtained at runtime over several Endpoints.

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链接开放数据资源信任评价的模糊逻辑系统

关联数据是通过在来自不同信息源的数据之间创建链接来使用网络的一种方式，以改进搜索过程和其他功能之间的语义互操作性。用于执行链接资源查询的策略之一是通过使用SPARQL端点。然而，为了确定这些资源所在的知识领域内外存在的信任级别，这些端点的操作是实现这些资源状态及其后续消费的关键因素之一。为了识别这些状态，本文旨在揭示基于逻辑规则的i型模糊系统的描述、建模、实现和分析。它还解决了关于不确定性的决策，这种不确定性表示信任级别的定义，以确定在位于几个端点的一组LOD数据集上获得的消费。最后，它介绍了通过在几个端点上运行时获得的参数假设执行的案例研究的结果、结论和进一步的工作。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Revista Facultad De Ingenieria-universidad De Antioquia 工程技术-工程：综合

CiteScore

2.00

自引率

0.00%

发文量

审稿时长

2 months

期刊介绍： Revista Facultad de Ingenieria started in 1984 and is a publication of the School of Engineering at the University of Antioquia. The main objective of the journal is to promote and stimulate the publishing of national and international scientific research results. The journal publishes original articles, resulting from scientific research, experimental and or simulation studies in engineering sciences, technology, and similar disciplines (Electronics, Telecommunications, Bioengineering, Biotechnology, Electrical, Computer Science, Mechanical, Chemical, Environmental, Materials, Sanitary, Civil and Industrial Engineering). In exceptional cases, the journal will publish insightful articles related to current important subjects, or revision articles representing a significant contribution to the contextualization of the state of the art in a known relevant topic. Case reports will only be published when those cases are related to studies in which the validity of a methodology is being proven for the first time, or when a significant contribution to the knowledge of an unexplored system can be proven. All published articles have undergone a peer review process, carried out by experts recognized for their knowledge and contributions to the relevant field. To adapt the Journal to international standards and to promote the visibility of the published articles; and therefore, to have a greater impact in the global academic community, after November 1st 2013, the journal will accept only manuscripts written in English for reviewing and publication. Revista Facultad de Ingeniería –redin is entirely financed by University of Antioquia Since 2015, every article accepted for publication in the journal is assigned a DOI number.