使用SoMDA实现社交媒体数据分析和可视化的民主化

Antonio Manoel de Lima Neto, João Paulo Clarindo, Fábio Coutinho
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引用次数: 0

摘要

目前,访问社交媒体是世界上大多数人日常生活的一部分,不断产生大量的数据。在这种情况下,社交媒体提供了获取信息和发现知识的机会,能够揭示社会、经济、政治和文化背景下的趋势。然而,所需的工作需要使用api、脚本编程、服务器配置等。这些任务通常仅限于专门的用户。为了使从社交媒体获取信息的民主化,本工作提出了SoMDA,一个使用分布式存储和动态可视化技术自动提取、分析和可视化社交媒体数据的平台。使用通过SoMDA收集的Twitter数据和应用于SoMDA Dashboard的可用性测试执行平台评估,显示出积极的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards Democratizing Social Media Data Analysis and Visualization Using SoMDA
Currently, access to social media is part of the daily lives of most people in the world, continuously generating a huge volume of data. In this context, social media offers the opportunity to obtain information and knowledge discovery, being able to reveal trends in social, economic, political and cultural context. However, the required effort demands the usage of APIs, script programming, server configuration, etc. These tasks usually are restricted to specialized users. In order to democratize the access to the information from social media, this work presents SoMDA, a platform for automating the process of extraction, analysis and visualization of social media data using distributed storage and dynamic visualization techniques. Platform evaluation was performed using Twitter data collected through SoMDA and a usability test applied to SoMDA Dashboard demonstrating positive results.
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