行为生物识别在用户身份验证和人口特征检测中的实用性:范围审查
O L Finnegan1, J W White2, B Armstrong2
1Department of Exercise Science, University of South Carolina, Columbia, USA. olf@email.sc.edu.
Systematic reviews
|February 8, 2024
概括
行为生物识别可以识别移动设备用户,以准确测量屏幕时间,这对于儿童健康研究至关重要. 然而,目前的研究质量低,专注于成年人,需要更多的儿童研究.
科学领域:
- 公共卫生 公共卫生
- 人与计算机的交互
- 生物识别信息 生物识别信息
背景情况:
- 客观的屏幕时间测量对于了解健康影响至关重要.
- 目前的方法难以识别个人用户,特别是在儿童共享设备使用中.
- 行为生物识别为使用设备传感器进行用户身份验证提供了一个潜在的解决方案.
研究的目的:
- 为用户身份验证进行行为生物识别的范围审查.
- 综合应用行为生物识别技术来测量屏幕时间的研究结果.
主要方法:
- 在五个数据库中进行系统搜索 (截至2022年9月).
- 包括专注于用户身份验证或通过移动传感器 (运动,触摸,按键,行为分析) 进行人口统计检测的研究.
- 提取研究特征,数据,模型和评估质量;以叙事方式综合数据.
主要成果:
- 包括122项研究;触摸手势 (76) 和运动 (63) 是最常见的生物识别.
- 大多数研究集中在成年人身上 (34/47报告年龄).
- 整体研究质量低 (平均5.5/14).
结论:
- 行为生物识别领域的研究质量很低.
- 行为生物识别显示,它有望改善公共卫生中的屏幕时间测量.
- 在应用之前,需要进行进一步的严格研究,特别是在儿科患者群体中.
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