围绕数据可视化记录远程同步通信的以 Deixis 为中心的方法
IEEE transactions on visualization and computer graphics
|September 10, 2024
概括
本研究引入了一种新的方法,通过捕捉光标手势和音频来记录协作数据会议,创建交互式记录. 参与者更喜欢这种自动化文档,而不是传统方法,强调其在捕获遗产的有效性.
科学领域:
- 人与计算机的交互
- 数据可视化 数据可视化
- 语言学的语言学.
背景情况:
- 参考手势,或deixis,在数据可视化沟通中至关重要,但在会议文档中经常被遗漏.
- 目前的文档制作方法,如成绩单和视频,无法充分捕捉或强调这些手势元素.
研究的目的:
- 引入一个新的框架来记录协作数据会议,该框架将 deixis 作为主要组件.
- 在交互式文档中开发一个用于捕获和注释手势数据的自动化系统.
主要方法:
- 捕获基于光标的手势数据与音频录音一起.
- 使用大型语言模型将口语与已识别的手势相关联.
- 将捕获的数据转换为具有基于上下文的注释的交互性文档.
主要成果:
- 参与者对自动交互式文档表现出强烈的偏好,而不是传统方法 (录音,成绩单,手动笔记).
- 基于光标的动态手势的初步分类是从用户研究的观察得出的.
结论:
- 拟议的框架有效地记录了协作数据会议,将deixis视为一流公民.
- 开发的交互式文档和手势分类学为协作数据分析提供了进步.
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