Automatic classification of dysfunctional thoughts: a feasibility test.

Katja Wiemer-Hastings, Adrian S Janit, Peter M Wiemer-Hastings, Steve Cromer, Jennifer Kinser
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引用次数: 9

Abstract

The identification of dysfunctional thoughts is a central effort in cognitive therapy. This paper describes the first version of a computer module that classifies dysfunctional thoughts automatically. It is part of COGNO, a system we are developing to give automatic feedback on dysfunctional thoughts. The system uses rules that were developed from language markers identified in a sample of 149 dysfunctional thoughts. The system was tested with an independent set of 112 example thoughts. The system detects the majority of dysfunctional thoughts, but works reliably only for some thought categories. Automatic thought classification may be a first step toward developing natural dialogue systems in cognitive therapy.

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功能障碍思维的自动分类:一个可行性测试。
识别功能失调的思想是认知疗法的核心工作。本文描述了一个计算机模块的第一个版本,它可以自动对功能失调的思想进行分类。这是cognno的一部分,我们正在开发的一个系统,可以自动反馈不正常的想法。该系统使用的规则是从149个功能失调思想样本中识别出的语言标记中开发出来的。该系统用一组独立的112个示例思想进行了测试。该系统检测到大多数不正常的思想,但只对某些思想类别有效。自动思维分类可能是在认知治疗中发展自然对话系统的第一步。
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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