VISUALLY GUIDED ENVIRONMENT FOR DATA ANALYSIS

用于数据分析的视觉引导环境

• 批准号: 3505448
• 负责人: DEBORAH J DONNELL
• 金额: $ 5万
• 依托单位: INSIGHTFUL CORPORATION
• 依托单位国家: 美国
• 财政年份: 1992
• 资助国家: 美国
• 起止时间: 1992-09-30 至 1993-08-13
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/3505448
• 关键词: artificial intelligence; computer data analysis; computer graphics /printing; computer human interaction; computer program /software; computer system design /evaluation; statistics /biometry

Medical researchers and teachers use statistical analysis as a tool in diverse medical fields, yet current statistical software systems offer little help in effective data analysis for people untrained in statistics. The available software falls far short of its potential to assist and educate users: statistical software could provide visualization of the data analysis process, education about alternative methods, and strategic guidance for beginners and experts. The proposed statistical visualization environment, ADVISE, will offer a unifying framework for both modern and classical methods. Statistical resource objects provide methods for statistical calculations and interactive graphics as well as strategic guidance, and links through hypertext help to other resources. Task management- provides support for both expert and novice users. The embedded command language provides a mechanism for statistical experts to extend the system, building on tools provided in the graphical user interface. ADVISE could be a key route for the dissemination of new statistical ideas from statistical researchers to practicing data analysts.

医学研究人员和教师使用统计分析作为工具， 不同的医学领域，但目前的统计软件系统提供 对未受过统计培训的人进行有效的数据分析几乎没有帮助。 现有的软件福尔斯远远不能发挥其帮助和 教育用户：统计软件可以提供数据的可视化 分析过程，关于替代方法的教育， 为初学者和专家提供指导。 拟议的统计可视化环境ADVISE将提供一个 现代和古典方法的统一框架。 统计 资源对象提供统计计算的方法， 交互式图形以及战略指导，并通过 超文本帮助到其他资源。 任务管理-提供支持 专家和新手用户。 嵌入式命令语言提供了一个 统计专家利用各种工具扩展该系统的机制 在图形用户界面中提供。 建议可能是一个关键途径， 传播统计研究人员的新统计思想， 练习数据分析。