Design of an Ontology for Decision Support in VR Exposure Therapy

J. Heyse, F. Ongenae, Jolien De Letter, A. All, F. D. Backere, F. Turck
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引用次数: 4

Abstract

Virtual Reality (VR) is finding its way into many domains, including healthcare. Therapists greatly benefit from having any scenario in VR at their disposal for exposure therapy. However, adapting the VR environment to the needs of the patient is time-consuming. Therefore, an intelligent decision support system that takes context information into account would be a big improvement for personalised VR therapy. In this paper, a semantic ontology is presented for modelling relevant concepts and relations in the context of anxiety therapy in VR. The necessary knowledge was collected through workshops with therapists, this resulted in a layered ontology. Furthermore, semantic reasoning through logical rules enables deduction of interesting high-level knowledge from low-level data. The presented ontology is a starting point for further research on intelligent adaptation algorithms for personalised VR exposure therapy.
虚拟现实暴露治疗决策支持本体的设计
虚拟现实(VR)正在进入包括医疗保健在内的许多领域。治疗师从VR中的任何场景中获益良多,他们可以随意使用暴露疗法。然而,让VR环境适应患者的需求是很耗时的。因此,考虑到环境信息的智能决策支持系统将是个性化VR治疗的一大进步。本文提出了一个语义本体,对虚拟现实焦虑治疗中的相关概念和关系进行建模。通过与治疗师的研讨会收集了必要的知识,这导致了分层本体。此外,通过逻辑规则进行语义推理可以从低级数据中演绎出有趣的高级知识。提出的本体是进一步研究个性化VR暴露治疗智能自适应算法的起点。
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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