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ASAS-NANP SYMPOSIUM: prospects for interactive and dynamic graphics in the era of data-rich animal science

机译:ASAS-NANP研讨会:数据丰富的动物科学时代互动和动态图形的前景

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摘要

Statistical graphics, and data visualization, play an essential but under-utilized, role for data analysis in animal science, and also to visually illustrate the concepts, ideas, or outputs of research and in curricula. The recent rise in web technologies and ubiquitous availability of web browsers enables easier sharing of interactive and dynamic graphics. Interactivity and dynamic feedback enhance human–computer interaction and data exploration. Web applications such as decision support systems coupled with multimedia tools synergize with interactive and dynamic graphics. However, the importance of graphics for effectively communicating data, understanding data uncertainty, and the state of the field of interactive and dynamic graphics is underappreciated in animal science. To address this gap, we describe the current state of graphical methodology and technology that might be more broadly adopted. This includes an explanation of a conceptual framework for effective graphics construction. The ideas and technology are illustrated using publicly available animal datasets. We foresee that many new types of big and complex data being generated in precision livestock farming create exciting opportunities for applying interactive and dynamic graphics to improve data analysis and make data-supported decisions.
机译:统计图形和数据可视化,起到动物科学中数据分析的必不可少的作用,以及视觉上说明了研究和课程的概念,想法或产出。最近的Web技术和Web浏览器的无处不在可用性的上升可实现交互式和动态图形的更容易共享。交互性和动态反馈增强人机交互和数据探索。 Web应用程序,例如决策支持系统与多媒体工具耦合,协同交互式和动态图形。然而,图形用于有效地通信数据,了解数据不确定性以及互动和动态图形领域的重要性在动物科学中被低估了。为了解决这一差距,我们描述了可能更广泛地采用的图形方法和技术的当前状态。这包括对有效图形结构的概念框架的解释。使用公开的动物数据集来说明思想和技术。我们预见到精密牲畜农业中生成了许多新型的大型复杂数据,为应用交互和动态图形来改善数据分析并制作数据支持的决策,为提高令人兴奋的机会创造了令人兴奋的机会。

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