Spacewalker:使用轻量级标记增强和群体遗传编程的快速UI设计探索
Spacewalker: Rapid UI Design Exploration Using Lightweight Markup Enhancement and Crowd Genetic Programming
摘要:
用户界面设计是一项复杂的任务,涉及设计人员检查各种选项。我们提出Spacewalker,一个工具,允许设计人员快速搜索一个最佳的Web UI集成支持的大设计空间。设计人员首先使用我们设计的一个简单的标记扩展来注释他们想要在典型的HTML页面中探索的每个属性。然后Spacewalker解析带注释的HTML规范,智能地生成Web UI的各种配置并将其分发给群组工作人员进行评估。我们增强了遗传算法,以适应人群工作人员的反应,从成对比较的UI设计,这是至关重要的,以获得可靠的反馈。基于我们的实验,Spacewalker允许设计人员使用他们熟悉的语言有效地搜索UI的大设计空间,并以最小的成本快速改进他们的设计。
英文摘要:
User interface design is a complex task that involves designers examining a wide range of options. We present Spacewalker, a tool that allows designers to rapidly search a large design space for an optimal web UI with integrated support. Designers first annotate each attribute they want to explore in a typical HTML page, using a simple markup extension we designed. Spacewalker then parses the annotated HTML specification, and intelligently generates and distributes various configurations of the web UI to crowd workers for evaluation. We enhanced a genetic algorithm to accommodate crowd worker responses from pairwise comparison of UI designs, which is crucial for obtaining reliable feedback. Based on our experiments, Spacewalker allows designers to effectively search a large design space of a UI, using the language they are familiar with, and improve their design rapidly at a minimal cost.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。