跟踪公众关注:移动服务提供商如何了解他们的用户?

Bin Zhou, Lei Deng, Jingze Li
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引用次数: 0

摘要

随着移动设备和服务的广泛使用,微博已经成为一种流行的社交媒体,在一定程度上反映了移动用户的兴趣和关注点。移动服务提供商和信息发布者必须跟踪公众关注的问题,以便更好地了解其移动用户的兴趣,并向他们提供更合适的内容。本文针对微博服务中的一种特殊类型的帖子(可扩展帖子),提出了一种公众关注的分析方法,这种帖子可以通过其附件(如Web URL)提供有关事件的充分背景信息。我们使用可扩展的帖子在句子层面重构主题空间。这些转发被视为空间内的公共关注点。通过这种方式,将公众关注跟踪问题转化为分析转发与话题空间中相应的可扩展内容之间的关系。通过对微博H7N9禽流感数据集的初步实验,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tracking Public Concerns: How Mobile Service Providers Understand Their Users?
With the widely use of mobile devices and services, microblogging has become a popular social media and reflects the interests and concerns of the mobile users to some extent. It is important for the mobile services providers and information distributors to track the public concerns in order to understand their mobile users' interests better and present them more appropriate contents. This paper presents an analysis method of public concerns for a special kind of post (expandable post) in microblogging service, which can provides sufficient background information about an event by its attachments, e.g. A Web URL. We use expandable posts to reconstruct the topic space at the sentence level. The reposts are regarded as public concerns within the space. By this means, public concern tracking problem is transformed into analyzing the relationships between the reposts and their corresponding expandable contents in the topic space. The preliminary experiments on our dataset about H7N9 bird flu collected from Weibo.com, shows the effectiveness of our method.
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