Towards an Embodied Composition Framework for Organizing Immersive Computational Notebooks
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arXiv
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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
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| _version_ | 1866912589877870592 |
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| author | In, Sungwon Krokos, Eric Whitley, Kirsten North, Chris Yang, Yalong |
| author_facet | In, Sungwon Krokos, Eric Whitley, Kirsten North, Chris Yang, Yalong |
| contents | As immersive technologies evolve, immersive computational notebooks offer new opportunities for interacting with code, data, and outputs. However, scaling these environments remains a challenge, particularly when analysts manually arrange large numbers of cells to maintain both execution logic and visual coherence. To address this, we introduce an embodied composition framework, facilitating organizational processes in the context of immersive computational notebooks. To evaluate the effectiveness of the embodied composition framework, we conducted a controlled user study comparing manual and embodied composition frameworks in an organizational process. The results show that embodied composition frameworks significantly reduced user effort and decreased completion time. However, the design of the triggering mechanism requires further refinement. Our findings highlight the potential of embodied composition frameworks to enhance the scalability of the organizational process in immersive computational notebooks. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_13291 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Towards an Embodied Composition Framework for Organizing Immersive Computational Notebooks In, Sungwon Krokos, Eric Whitley, Kirsten North, Chris Yang, Yalong Human-Computer Interaction As immersive technologies evolve, immersive computational notebooks offer new opportunities for interacting with code, data, and outputs. However, scaling these environments remains a challenge, particularly when analysts manually arrange large numbers of cells to maintain both execution logic and visual coherence. To address this, we introduce an embodied composition framework, facilitating organizational processes in the context of immersive computational notebooks. To evaluate the effectiveness of the embodied composition framework, we conducted a controlled user study comparing manual and embodied composition frameworks in an organizational process. The results show that embodied composition frameworks significantly reduced user effort and decreased completion time. However, the design of the triggering mechanism requires further refinement. Our findings highlight the potential of embodied composition frameworks to enhance the scalability of the organizational process in immersive computational notebooks. |
| title | Towards an Embodied Composition Framework for Organizing Immersive Computational Notebooks |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2509.13291 |