论文标题
一项关于检查在线笔迹的老化的初步研究
A Preliminary Study on Aging Examining Online Handwriting
论文作者
论文摘要
为了开发Infocmonications设备,以便人脑的能力与任何人为认知系统的能力相互作用,因此需要更深入的衰老知识。尤其是如果社会不想排除老年人,并且希望开发能够帮助和改善这一人群,健康个体以及认知能力下降或其他病理的人的生活质量。本文试图建立手写任务的变化,以获得有关衰老的更好知识。我们介绍了从在线笔迹中提取的几个参数与作家的年龄之间的相关结果。它基于生物保健数据库,该数据库由400个人组成,这些人提供了几种生物特征特征,包括在线手写。主要思想是识别那些更稳定的参数,而这些参数依赖于年龄。疾病诊断的一个具有挑战性的话题是健康和病理衰老之间的区别。为此,有必要意识到通常不受衰老影响的手写参数,并且试验的人会更改,增加或降低其价值。本文有助于该研究线,分析了一组18岁至70岁的健康人群提供的一组在线手写参数。初步结果表明,这些参数不受衰老的影响,因此,其值的变化只能归因于运动或认知障碍。
In order to develop infocommunications devices so that the capabilities of the human brain may interact with the capabilities of any artificially cognitive system a deeper knowledge of aging is necessary. Especially if society does not want to exclude elder people and wants to develop automatic systems able to help and improve the quality of life of this group of population, healthy individuals as well as those with cognitive decline or other pathologies. This paper tries to establish the variations in handwriting tasks with the goal to obtain a better knowledge about aging. We present the correlation results between several parameters extracted from online handwriting and the age of the writers. It is based on BIOSECURID database, which consists of 400 people that provided several biometric traits, including online handwriting. The main idea is to identify those parameters that are more stable and those more age dependent. One challenging topic for disease diagnose is the differentiation between healthy and pathological aging. For this purpose, it is necessary to be aware of handwriting parameters that are, in general, not affected by aging and those who experiment changes, increase or decrease their values, because of it. This paper contributes to this research line analyzing a selected set of online handwriting parameters provided by a healthy group of population aged from 18 to 70 years. Preliminary results show that these parameters are not affected by aging and therefore, changes in their values can only be attributed to motor or cognitive disorders.