BScanner: A Crowdsourcing Platform for Constructing Accessibility Maps to Support Multiple Participation Types

Akihiro Miyata, Kazuki Okugawa, Yuki Yamato, Megumi Aibara, M. Furuichi, Yuko Murayama
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引用次数: 1

Abstract

Accessibility maps enable impaired/elderly people to move more smoothly. However, very few cases satisfy both the accuracy and coverage required, due to the high cost of physically auditing roads. Though crowdsourcing approaches could solve this problem, existing studies rely on volunteers who are highly motivated and have enough free time. In this paper, we propose a crowdsourcing platform for constructing accessibility maps that supports multiple participation types: manual reporting for people who are highly motivated and have free time, walking for people who are highly motivated but do not have free time, and game playing for people who are less motivated but have free time. This design allows people to select a suitable way to participate, depending on their motivation and time. We have developed a prototype system by integrating deep learning techniques, a game design theory, and heatmap visualization.
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BScanner:一个构建无障碍地图的众包平台,支持多种参与类型
无障碍地图使残疾人士/老年人的行动更加顺畅。然而,由于实际审计道路的成本很高,很少有情况能同时满足所需的准确性和覆盖范围。虽然众包方法可以解决这个问题,但现有的研究依赖于积极性高、有足够空闲时间的志愿者。在本文中,我们提出了一个众包平台,用于构建可访问性地图,支持多种参与类型:高积极性和空闲时间的人手工报告,高积极性但没有空闲时间的人步行,低积极性但有空闲时间的人玩游戏。这种设计允许人们根据自己的动机和时间选择合适的参与方式。我们通过整合深度学习技术、游戏设计理论和热图可视化开发了一个原型系统。
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