动画作为动态可视化技术提升流程模型理解能力

Animation as a dynamic visualization technique for improving process model comprehension

INFORMATION & MANAGEMENT · 2021
被引 59
人大 A-ABS 3

中文导读

研究动画作为动态可视化技术能否降低用户理解流程模型时的认知负荷,实验发现动画能提升理解效果,且效果受建模经验呈U型调节。

Abstract

Process models are widely used for various system analysis and design activities, but it is challenging for stakeholders to understand these complex artifacts. In this work, we focus on the use of dynamic visualization techniques, in particular animation, to help reduce users’ cognitive load when making sense of process models. We built on the principles of the cognitive theory of multimedia learning, cognitive load theory , and cognitive dimensions framework to develop an adaptive animation solution. Our experiments suggested that process model comprehension improves when users of process models are provided with animation features; the effect is moderated by process modeling expertise according to a U -shape. Our study contributes to the field of conceptual modeling by making a strong case for the use of animation to support complex problem-solving tasks. Moreover, our animation solution offers ample opportunities for being integrated into industrial modeling tools.

流程建模认知负荷人机交互可视化多媒体学习