Analyzing immediate correlations between names and pop culture of North America in the 21st century

A. Gurnett, Robin Besson, M. O. Shafiq, R. Alhajj
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引用次数: 0

Abstract

In this paper we looked at effect of pop culture on naming of babies in the subsequent years from its appearance. By employing a data mining based dynamic estimation algorithm we attempt to predict the most popular names in the year after the data in the database ends as well the names which will be unique. Our proposed solution is based on the rules found in this paper through the use of algorithms such as rough set theory which determined how much of an effect each subset of pop culture has on new parents. With the results of this effect an algorithm has been developed which is analyzed here. This algorithm has been created with the intended target audience of future parents as well as businesses looking to create personalized items and build targeted marketing strategies.
分析人名与21世纪北美流行文化之间的直接关系
在这篇论文中,我们从流行文化的出现来看它对随后几年婴儿命名的影响。通过采用基于数据挖掘的动态估计算法,我们试图预测数据库中数据结束后一年最流行的名字以及唯一的名字。我们提出的解决方案是基于本文中发现的规则,通过使用粗糙集理论等算法来确定流行文化的每个子集对新父母的影响程度。根据这一效应的结果,提出了一种算法,并对其进行了分析。该算法的目标受众是未来的父母,以及希望创建个性化产品和建立有针对性的营销策略的企业。
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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