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Hibiki: A Graph Visualization of Asian Music

机译:希波希:亚洲音乐的图形可视化

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摘要

Creating a visualization for a specific subdomain is an arduous task since most commercial visualization tools are often written in a way that allows them to be applicable to multiple subject domains. These tools are cer-tainly powerful, but inherently weaker since they were not written with a specific subject domain in mind. Thus, many researchers may want to create their own visualization. The goal of this project is to create a Neo4j database and an interactive web interface for a dataset that covers the intricacies of the East Asian Music scene, primarily focused on Japanese music. This paper serves as documentation to help other authors understand the processes involved when designing and creating similar tools. We break the project down into 3 separate components. First, we introduce the fundamentals of a Neo4j Graph Database and data mapping design decisions. Next, we explore what an ETL process looks like and how to implement it using Ruby libraries. Finally, we look at the design of the graph visualization software, it's components, and key design decisions. We end the discussion with some analysis of the visualization's effectiveness to provide information and how to improve computational efficiency of the visualization.
机译:为特定子域创建可视化是艰巨的任务,因为大多数商业可视化工具通常以允许它们适用于多个主题域的方式编写。这些工具是Cer-tainly强大的,但本身较弱,因为它们不是用特定主题域写的。因此,许多研究人员可能想要创造自己的可视化。该项目的目标是为数据集创建Neo4J数据库和交互式Web界面,这些数据集覆盖东亚音乐场景的复杂性,主要集中在日语音乐上。本文有助于帮助其他作者了解在设计和创建类似工具时所涉及的过程的文档。我们将突出陷入3个单独的组件。首先,我们介绍了NEO4J图数据库和数据映射设计决策的基本原理。接下来,我们探索ETL过程的样子以及如何使用Ruby库实现它。最后,我们看看图形可视化软件,它是组件和关键设计决策的设计。我们结束了一些分析了可视化的效果,以提供信息以及如何提高可视化的计算效率。

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