Evaluation of Interactive Modalities Using Preference Factor Analysis for Wheelchair Users

K. S. Priyanayana, A. Jayasekara, R. Gopura
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Abstract

Losing the ability to move is one of the major issues that weaken the independent living ability of elderly/disabled people. To solve this issue, mobility assistive devices such as Intelligent Wheelchairs (IW) are being developed. In terms of the interactive modality, there are two main modality systems used in intelligent wheelchairs namely unimodal systems and multimodal systems. To justify the need for multimodal interactive capabilities over the unimodal interactive capabilities for an intelligent wheelchair, a proper human study should be conducted before developing the wheelchair. Studies that can be referenced in the existing literature have failed to compare the two interactive modalities using user preferential factors such as social factors, personal or individual factors, and technical factors. Technical performance analyses that have been conducted either excluded user perspective or excluded the interactive modality performance. Therefore, the purpose of this paper is to provide a detailed analysis of a study that would comprehensively analyze not only the personal, social or cultural factors, also technical factors that would affect the final preferential outcome of the interactive modality system for a prospective wheelchair. This analysis is conducted from the user's perspective and further validates the performance of the interactive modality in a wheelchair user context through technical performance analysis. Also, this paper analyses the user preferential factors different age groups and social groups prioritize in selecting an interactive modality.
使用偏好因子分析评估轮椅使用者的互动方式
丧失行动能力是削弱老年人/残疾人独立生活能力的主要问题之一。为了解决这个问题,人们正在开发智能轮椅(IW)等行动辅助设备。就交互方式而言,智能轮椅主要采用两种方式,即单模态系统和多模态系统。为了证明智能轮椅需要多模态交互能力而不是单模态交互能力,在开发轮椅之前应该进行适当的人体研究。现有文献中可参考的研究未能比较使用用户偏好因素(如社会因素、个人或个体因素和技术因素)的两种交互方式。已经进行的技术性能分析要么排除了用户视角,要么排除了交互模式性能。因此,本文的目的是对一项研究进行详细的分析,该研究不仅全面分析了个人、社会或文化因素,还分析了影响未来轮椅交互模态系统最终优先结果的技术因素。本分析从用户角度出发,通过技术性能分析进一步验证了交互模态在轮椅使用者情境下的表现。并分析了不同年龄层和社会群体在选择交互方式时优先考虑的用户偏好因素。
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