管理使用数据挖掘技术生成的选举规则的存储库模型

Enrique Luna-Ramírez, Jorge Soria-Cruz, Apolinar Velarde-Martínez, Marco A. Villalobos-Abarca
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引用次数: 0

摘要

掌握有关选举行为的信息对于参与选举过程的不同行动者来说非常重要,因为这些行为在政治竞选中起着相关的媒体作用。从这个意义上讲,本文提出了一个存储库模型或元模型,用于存储通过数据挖掘技术从数据库中生成的模型和选举规则,这些数据库包含最近选举过程的结果,特别是去年在墨西哥举行的总统选举联邦选举和今年在该国不同州举行的选举州长,市政总统和地方代表。提议的元模型包括一组结构和一系列流程,这些结构和流程允许基于特别短语存储生成的模型和规则,以便通过短语别名检索这些信息,以某种方式模拟自然语言查询的执行。因此,这项工作具有双重贡献,一方面是通过数据挖掘产生的选举知识,另一方面是对这些知识进行管理的元模型。
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Modelo de repositorio para gestionar reglas electorales generadas mediante técnicas de minería de datos
Having information on electoral behaviors at hand is very important for the different actors involved in an electoral process, since these, the behaviors, play a relevant media role during political campaigns. In this sense, in this article, it is proposed a repository model or meta-model for storing models and electoral rules generated through data mining techniques from databases that contain results of recent electoral processes, particularly, of the federal elections held last year in Mexico for the presidential election and this year´s election in different states of the country to elect governors, municipal presidents and local deputies. The proposed meta-model includes a set of structures and a series of processes that allow the models and rules generated to be stored, based on ad-hoc phrases, so that this information can be retrieved through phrase aliases, emulating in a certain way the execution of queries in natural language. Thus, this work has double contribution, on the one hand, the electoral knowledge generated through data mining and, on the other, the metamodel for the management of this knowledge.
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