Core Concepts
OutlineSpark streamlines slide creation by generating slides from outlines, enhancing user focus and efficiency.
Abstract
OutlineSpark introduces an AI-powered tool for creating presentation slides from computational notebooks. It automates the process of retrieving relevant notebook cells based on outlines written by users, improving the efficiency of slide creation. The tool integrates interactive modules like Notebook Overview, Outline Panel, and Slides Panel to facilitate slides ideation and generation. A user study with 12 participants validated the effectiveness and usability of OutlineSpark in simplifying the slide creation process.
Researchers have proposed automatic systems for generating slides from notebooks but often overlook the process of slides ideation. OutlineSpark addresses this gap by allowing users to draft outlines first before creating slides, aligning with common presentation practices. The tool provides functions for outlining topics, retrieving relevant cells, and generating slides based on outline items.
Participants in the user study appreciated the outline-based approach for structuring their presentations efficiently and focusing on essential content. They found that combining outline-based initiation with selection-based refinement resulted in a balanced and effective slide creation process.
Stats
Computational notebooks are widely popular for data exploration [26, 50].
Researchers have proposed automatic systems like NB2Slides [66] and Slide4N [57] to generate slides from notebooks.
OutlineSpark achieved a usability score of 85.2 on the System Usability Scale [7].
Quotes
"Outlines serve as the backbone of the story delivered by slides." - Participant 4
"I prefer to spend more time refining the overall structure to make the entire story more logical." - Participant 7