一个基于本体的专家系统,用于生成残疾和沟通障碍儿童的治疗计划

V. Robles-Bykbaev, Wilson Guaman-Murillo, D. Quisi-Peralta, M. López-Nores, J. Pazos-Arias, J. García-Duque
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引用次数: 15

摘要

目前,对于世界上患有残疾和沟通障碍的人数(特别是儿童)没有精确的估计。这种情况在发展中国家变得更加复杂,世界卫生组织(世卫组织)声称,在发展中国家,只有5%至15%的残疾儿童和成人有机会获得辅助技术。同样,言语语言病理学家(SLP)的工作负荷过重,必须开展与监测患者、设计治疗计划、准备报告、提供咨询服务等相关的多项活动。基于这些理由,在本文中,我们提出了一个能够自动推断残疾和沟通障碍儿童的一般干预指南的专家系统。该系统以本体为基础,实现语义web环境,提供信息查询、报表生成、干预策略推理等相关服务。为了填充本体和验证系统,我们使用了厄瓜多尔昆卡市152例真实患者的临床信息和1005个语言治疗信息元素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An ontology-based expert system to generate therapy plans for children with disabilities and communication disorders
Nowadays there are no precise estimates about the number of persons (especially children) living with disabilities and communication disorders in the world. This situation becomes more complex in developing countries, where the World Health Organization (WHO) claims that only between 5 and 15% of children and adults with disabilities have the opportunity to access to assistive technologies. In the same way, a Speech-Language Pathologist (SLP) has a work overload, and must carry out several activities related with monitoring patients, designing therapy plans, preparing reports, providing couseling services, among others. On those grounds, in this paper we present an expert system able to automatically infer general intervention guidelines for children with disabilities and communication disorders. The system relies on ontologies and implements a semantic web environment to provide several services related with information querying, reports generation, inference of intervention strategies, etc. In order to populate the ontology and validate the system, we have used the clinical information of 152 real cases of patients of Cuenca, Ecuador and 1,005 speech-language therapy information elements.
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