大数据可视化:工具和挑战

2016 2nd International Conference on Contemporary Computing and Informatics (IC3I) Pub Date : 2016-12-01 DOI:10.1109/IC3I.2016.7918044

Syed Mohd Ali, Noopur Gupta, G. K. Nayak, R. K. Lenka

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引用次数: 97

摘要

在当今世界，一切都被数字化记录，从我们的上网模式到我们的医疗记录，我们每天都在生成和处理数拍字节的数据。大数据将改变生活的方方面面。但仅仅处理和分析这些数据是不够的，当数据以视觉形式呈现时，人类的大脑往往会更有效地找到模式。数据可视化和分析在各个部门的决策中发挥着重要作用。它还为可视化领域带来了新的机遇，代表了通过可视化手段解决大数据问题的创新理念。以实时或静态的形式可视化如此庞大的数据是一项相当大的挑战。在本文中，我们讨论了为什么大数据可视化是至关重要的，与之相关的挑战是什么，并回顾了一些大数据可视化工具。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Big data visualization: Tools and challenges

In today's world where everything is recorded digitally, right from our web surfing patterns to our medical records, we are generating and processing petabytes of data every day. Big data will be transformative in every sphere of life. But just to process and analyze those data is not enough, human brain tends to find pattern more efficiently when data is represented visually. Data Visualization and Analytics plays important role in decision making in various sectors. It also leads to new opportunities in the visualization domain representing the innovative ideation for solving the big-data problem via visual means. It is quite a challenge to visualize such a mammoth amount of data in real time or in static form. In this paper, we discuss why big data visualization is of utmost importance, what are the challenges related to it and review some big data visualization tools.

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2016 2nd International Conference on Contemporary Computing and Informatics (IC3I)

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