A Study on Visualizations of New Product Trends on Online Social Networks

Xiu Li, Hongwei Qin
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Abstract

This study examines the new product information spreading issue from a data visualization perspective. Different from previous research, this study demonstrate how choosing proper visualization methods benefits the promotion of new products via online social network. With the adoption of proper visualization methods, the information flow can become intuitionistic, such as the topic trends, the customer satisfaction, and even why consumers choose competitors' products instead of this one. We adopt Area Chart visualization and propose Dynamic Gauge visualization approaches based on D3 library to demonstrate the importance of visualization method choosing and applying for iPhone 5S topic trends. We identify in our study that topic trends differ in different cultures, the trends change over time during the new product release cycle, and different features of the product get various attention. Under these circumstances, a proper visualization method can help company make decisions according to the topic trends instantly. Based on these findings, company managers can make full use of online social network, recognize opportunities, identify issues, and better accomplish Product Lifecycle Management (PLM).
在线社交网络上新产品趋势的可视化研究
本研究从数据可视化的角度探讨新产品信息传播问题。与以往的研究不同,本研究展示了选择合适的可视化方法如何有利于新产品的在线社交网络推广。通过适当的可视化方法,信息流可以变得直观,例如话题趋势,客户满意度,甚至消费者为什么选择竞争对手的产品而不是这个产品。我们采用Area Chart可视化,并提出基于D3库的Dynamic Gauge可视化方法,来论证可视化方法选择和应用对iPhone 5S主题趋势的重要性。我们在研究中发现,在不同的文化中,主题趋势是不同的,在新产品发布周期中,趋势随着时间的推移而变化,产品的不同特征得到不同的关注。在这种情况下,适当的可视化方法可以帮助公司根据主题趋势即时做出决策。基于这些发现,公司管理者可以充分利用在线社交网络,识别机会,发现问题,更好地完成产品生命周期管理(PLM)。
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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