基于数据挖掘技术的语言障碍个性化优化治疗

M. Danubianu, S. Pentiuc, T. Socaciu
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引用次数: 20

摘要

各种语言障碍或语言障碍会影响一个人的一生。如果及时发现和治疗,它们是可以得到纠正的,最常见的是在儿童时期。使用信息技术来协助和监督言语障碍治疗,使专家能够收集大量关于个人或家族性记忆,关于各种障碍或关于个性化治疗过程的数据。这些数据可以作为数据挖掘过程的基础,为设计和适应不同的治疗方法提供有趣的信息,以便在最高效率的条件下获得最佳结果。本文的目的是对数据挖掘技术的应用机会进行简要分析,以改进语言障碍的个性化治疗框架。我们还介绍了Logo-DM,这是一个与TERAPERS系统相关联的数据挖掘系统,旨在提供可以改进个性化治疗过程的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards the Optimized Personalized Therapy of Speech Disorders by Data Mining Techniques
Various speech disorders or language impairments can affect the whole life of a person. Discovered and treated in time, they can be corrected, most often in childhood. The use of information technology in order to assist and supervise speech disorder therapy allows specialists to collect a considerable volume of data about the personal or familial anamnesis, regarding various disorders or regarding the process of personalized therapy. These data can be the foundation of data mining processes that show interesting information for the design and adaptation of different therapies in order to obtain the best results in conditions of maximum efficiency. The aim of this paper is to make a short analyze of the use opportunity of the data mining techniques in order to improve the personalized therapy of speech disorders framework. We also present Logo-DM, a data mining system designed to be associated with TERAPERS system in order to provide information based on which one could improve the process of personalized therapy.
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