沉浸式计算笔记本中跨多模态制品的组织策略理解
Understanding Organizational Strategies Across Multimodal Artifacts in Immersive Computational Notebooks
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中文总结 AI 辅助
本研究针对沉浸式计算笔记本（ICoN）中多模态制品的组织策略开展用户研究，发现参与者主要采用基于深度的布局，空间组织围绕基于单元的制品构建，弥补了该领域多模态组织策略研究的不足。
中文摘要 AI 辅助
沉浸式计算笔记本（ICoN）将传统笔记本环境扩展至沉浸式空间，使分析人员能够与代码、叙事、数据表和可视化等多模态制品交互。通过将多模态制品整合到单一沉浸式工作空间，ICoN支持分析人员在分析任务间无缝切换，而理解组织策略对设计有效交互以进一步支持分析人员至关重要。然而，现有关于沉浸式计算笔记本的研究主要考察以单模态制品为核心的组织策略，针对分析人员在单一沉浸式工作空间中如何对多模态制品间的复杂关系进行空间组织的系统探究仍未得到充分研究。为解决这一差距，我们开展了一项用户研究，以考察沉浸式计算笔记本中多模态制品的组织策略。研究结果显示，参与者主要采用基于深度的布局，且其空间组织在很大程度上围绕基于单元的制品构建。
英文摘要
Immersive Computational Notebooks (ICoN) extend traditional notebook environments into immersive spaces, enabling analysts to interact with multimodal artifacts, including code, narratives, data tables, and visualizations. By integrating multimodal artifacts into a single immersive workspace, ICoN enables analysts to transition between analytical tasks seamlessly. Meanwhile, understanding organizational strategies is critical for designing effective interactions to further support analysts. However, prior research on immersive computational notebooks has primarily examined organizational strategies centered on single-modality artifacts. Systematic investigations of how analysts spatially organize the complex relationships among multimodal artifacts in a single immersive workspace remain underexplored. To address this gap, we conducted a user study to examine organizational strategies for multimodal artifacts in immersive computational notebooks. Our findings show that participants predominantly adopted depth-based layouts, and their spatial organization was largely structured around cell-based artifacts.
