建立临床心理学知识与顶级本体相结合的本体

Chiaki Oshiyama, Takuichi Nishimura
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摘要

在临床心理学中,各种技术被用来改善受试者的精神状态。在临床心理学中,每种技术都有各自的领域,并且每个领域都报告了解决问题的案例。解决同一个问题有不同的方法。这些元素有些是共同的,有些是不同的。然而,由于它们是分开报道的,因此没有进行跨领域的知识共享。近年来,与临床心理学相关的本体论得到了发展。临床医学本体CONAND (Clinical ontology in anatomical Structure and Disease)和行为改变干预本体(Behavior Change Intervention ontology, BCIO)是与医学和行为改变相关的本体。这些对寻找临床医学和行为矫正方法非常有用。然而,无法检索到临床心理学中实际解决问题的具体内容。为了解决这些问题,首先需要从临床心理学案例中提取知识,厘清它们之间的关系。到目前为止,我们已经从几个案例研究和一种心理治疗技术的实践中提取和结构化了知识,并通过基于这些知识的研讨会,我们已经详细阐述了结构化知识和形式化的可以用语言表达的隐性知识。我已经将知识整理在结构中。通过以目标为导向的方式组织解决问题的知识和行动,我们明确了实现目标的程序与清除每个阶段的实践行动之间的关系。通过这些活动,临床心理学家能够意识到他们迄今为止无意识地进行的活动和实践方法中行为的意义,并在实践中获得元认知。接下来,我们从这些知识中提取重要的单词,并基于它们创建一个本体。通过仔细检查这个本体,我们希望将其与临床心理学相关的现有本体(如CONAND和BCIO)联系起来。我们的最终目标是使检索结构化知识成为可能,这些结构化知识可以可视化地显示系统中案例中的问题是如何解决的。临床心理学中有各种各样的技术。目前,在很大程度上取决于临床心理学家的能力和直觉来确定哪种技术更适合解决问题。在未来,我们想开发人工智能,通过将各种信息整合到这个系统中,可以提出更合适的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of an ontology that connects clinical psychology knowledge and Top Ontology
In clinical psychology, various techniques are used to improve the mental state of subjects..In clinical psychology, there are areas for each technique, and problem-solving cases have been reported for each area. There are various approaches to solving the same problem. Some of these elements are common and some are different. However, because they have been reported separately, knowledge sharing beyond each domain has not been carried out. In recent years, ontologies related to clinical psychology have been developed. Clinical medicine ontology CONAND (Clinical Ontology in Anatomaical Structure and Disease) and The Behavior Change Intervention Ontology (BCIO) are ontologies related to medicine and behavioral change. These are very useful for searching clinical medicine and methods for behavior modification. However, it is not possible to retrieve the specific contents of actual problem solving in clinical psychology. In order to solve these problems, it is first necessary to extract knowledge from clinical psychology cases and clarify their relationships. So far, we have extracted and structured knowledge from several case studies and the practice of one psychotherapy technique, and by conducting workshops based on this knowledge, we have elaborated the structured knowledge and formalized tacit knowledge that can be verbalized. I have made knowledge and arranged it in the structure. By structuring the knowledge and actions taken to solve the problem in a goal-oriented manner, we clarified the relationship between the procedure to achieve the goal and the practice action to clear each stage. Through these activities, clinical psychologists were able to realize the meaning of actions in the activities and practice methods that they had unconsciously performed so far, and to acquire metacognition in practice. Next, we extracted important words from this knowledge and created an ontology based on them. By having this ontology scrutinized, we would like to connect it to existing ontologies related to clinical psychology, such as CONAND and BCIO. Our ultimate goal is to make it possible to retrieve structured knowledge that visualizes how problems were solved in cases from the system. There are various techniques in clinical psychology. At present, it largely depends on the ability and intuition of clinical psychologists to determine which technique is better for solving the problem. In the future, we would like to develop AI that can propose more appropriate methods by incorporating various information into this system.
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