Toward Blind Travel Support through Verbal Route Directions: A Path Inference Algorithm for Inferring New Route Descriptions from Existing Route Descriptions

V. Kulyukin, J. Nicholson
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引用次数: 5

Abstract

The work presented in this article continues our investigation of such assisted navigation solutions where the main emphasis is placed not on sensor sets or sensor fusion algorithms but on the ability of the travelers to interpret and contextualize verbal route directions en route. This work contributes to our investigation of the research hypothesis that we have formulated and partially validated in our previous studies: if a route is verbally described in sufficient and appropriate amount of detail, independent VI travelers can use their O&M and problem solving skills to successfully follow the route without any wearable sensors or sensors embedded in the environment. In this investigation, we temporarily put aside the issue of how VI and blind travelers successfully interpret route directions en route and tackle the question of how those route directions can be created, generated, and maintained by online communities. In particular, we focus on the automation of path inference and present an algorithm that may be used as part of the background computation of VGI sites to find new paths in the previous route directions written by online community members, generate new route descriptions from them, and post them for subsequent community editing.
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基于口头路线指示的盲行支持:一种从现有路线描述中推断新路线描述的路径推理算法
本文介绍的工作继续我们对这种辅助导航解决方案的研究,其中主要重点不放在传感器集或传感器融合算法上,而是放在旅行者在途中解释和语境化口头路线指示的能力上。这项工作有助于我们对我们在之前的研究中制定并部分验证的研究假设的调查:如果一条路线被口头描述得足够详细和适当,独立的VI旅行者可以使用他们的运维和解决问题的技能来成功地遵循路线,而不需要任何可穿戴传感器或嵌入环境中的传感器。在本次调查中,我们暂时搁置了VI和盲人旅行者如何在途中成功地解释路线指示的问题,并解决了在线社区如何创建、生成和维护这些路线指示的问题。我们特别关注路径推理的自动化,并提出了一种算法,该算法可作为VGI站点后台计算的一部分,用于在在线社区成员编写的先前路由指示中找到新路径,从中生成新的路由描述,并将其发布给后续的社区编辑。
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