基于个体在说服力和行为改变干预的差异的个性化个性化的全景
Alaa Alslaity1, Gerry Chan1, Rita Orji1
1Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada.
Frontiers in artificial intelligence
|October 16, 2023
概括
个性化说服技术对于有效的行为改变至关重要. 这一系统性审查强调了人格特征是定制干预措施的关键,特别是在教育和卫生领域.
科学领域:
- 人与计算机的交互
- 行为科学 行为科学
- 数字健康数字健康
背景情况:
- 说服性技术旨在影响用户的行为和态度.
- 个性化变得越来越重要,因为各个人的策略在有效性上有所不同.
- 现有研究强调了适应性说服性干预的必要性.
研究的目的:
- 系统地审查当前的趋势,挑战和个性化说服技术的方法.
- 了解影响个人化说服性干预的用户相关因素.
- 确定适应性说服系统的未来研究方向.
主要方法:
- 进行了过去十年发表的72篇研究论文的系统审查.
- 分析了关于个性化和适应性说服系统的论文.
- 基于元数据,技术,个性化维度,方法,目标结果,个体差异,理论,尺度和评估方法的评估研究.
主要成果:
- 对个性化说服性干预的研究显著增加.
- 个性特征是最常被认为是个体差异的定制系统.
- 学生是共同的目标受众,教育,健康和体育活动是主要领域.
结论:
- 个性化说服技术是一个日益增长的研究领域.
- 了解个体差异,特别是个性,是有效定制的关键.
- 未来的研究应该探索适应性说服系统的各种用户因素和应用领域.
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