可学习和富有表现力的可视化,通过混合接口进行授权
IEEE transactions on visualization and computer graphics
|September 10, 2024
概括
本研究介绍了一个框架,将多个可视化授权接口混合在一起,以平衡易用性和定制性. 用户可以更容易地通过结合熟悉和不熟悉的工具来创建复杂的可视化.
科学领域:
- 计算机科学 计算机科学
- 人与计算机的交互
- 信息可视化 信息可视化
背景情况:
- 视觉化创作界面往往优先考虑表达性而不是可学习性.
- 不同的用户技能和经验挑战了一个单一,有效的创作系统的设计.
研究的目的:
- 在可视化创作系统中引入一个平衡可学习性和表达性的框架.
- 探索混合多个接口,以完成互补和灵活的创作任务.
主要方法:
- 开发了一个概念验证系统,Blace,集成基于模板的,架构配置,自然语言和代码编辑器接口.
- 与12名领域专家进行了一项用户研究,可视化基因组学数据.
主要成果:
- 具有不同背景的参与者成功地在没有教程的情况下重现了不熟悉的可视化示例.
- 定性反表明易于学习系统和自信编辑可视化语法.
结论:
- 混合可视化创作接口增强了学习能力和表现力.
- 确定了交互模式和对未来接口开发的设计影响.
相关概念视频
Vision
53.1K
Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
53.1K
Visual System
557
Light enters the eye through the cornea, a transparent, dome-shaped surface covering the surface of the eyeball that helps to direct and focus incoming light. This light is then channeled toward the pupil, an adjustable opening whose size is controlled by the iris. The iris, a pigmented muscle, regulates the amount of light entering the eye by contracting or dilating the pupil, thereby ensuring optimal light levels for clear vision.
Once through the pupil, the light passes through the lens, a...
Once through the pupil, the light passes through the lens, a...
557
Cognitive Learning
230
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
230
Fluid Mosaic Model
11.5K
Scientists identified the plasma membrane in the 1890s and its principal chemical components (lipids and proteins) by 1915. The model for plasma membrane structure, proposed in 1935 by Hugh Davson and James Danielli, was the first model to be widely accepted in the scientific community. The model was based on the plasma membrane's "railroad track" appearance in early electron micrographs. Davson and Danielli theorized that the plasma membrane's structure resembled a sandwich...
11.5K
The Fluid Mosaic Model
146.0K
The fluid mosaic model was first proposed as a visual representation of research observations. The model comprises the composition and dynamics of membranes and serves as a foundation for future membrane-related studies. The model depicts the structure of the plasma membrane with a variety of components, which include phospholipids, proteins, and carbohydrates. These integral molecules are loosely bound, defining the cell’s border and providing fluidity for optimal function.
146.0K
Affinity and Avidity
35.9K
Overview
35.9K


