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Hibiki: A Graph Visualization of Asian Music

机译:Hibiki:亚洲音乐的图表可视化

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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一项艰巨的任务,因为大多数商业可视化工具的编写方式通常都使它们适用于多个主题领域。这些工具在一定程度上是强大的,但固有地较弱,因为它们在编写时并未考虑到特定的主题领域。因此,许多研究人员可能希望创建自己的可视化文件。该项目的目标是为一个数据集创建Neo4j数据库和一个交互式Web界面,该数据集涵盖东亚音乐界的复杂情况,主要集中在日语音乐上。本文作为文档来帮助其他作者理解设计和创建类似工具时涉及的过程。我们将项目分为3个单独的部分。首先,我们介绍Neo4j图形数据库的基础知识和数据映射设计决策。接下来,我们探索ETL过程的外观以及如何使用Ruby库实现它。最后,我们来看一下图形可视化软件的设计,它的组件以及关键的设计决策。我们通过对可视化效果的有效性进行一些分析来结束讨论,以提供信息以及如何提高可视化效果的计算效率。

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