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推特的搜索:从谷壳中分离鸣叫

Searching Twitter: Separating the Tweet from the Chaff
课程网址: http://videolectures.net/icwsm2011_hurlock_chaff/  
主讲教师: Jonathan Hurlock
开课单位: 斯旺西大学
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
在网上社交网络上发布的数以百万计的数字通信中,无疑存在一些有价值和有用的信息。虽然大部分社交媒体内容被认为是胡言乱语,但研究表明,人们共享有用的链接,向朋友提供建议,回答问题,解决问题。在本文中,我们对推特对一组常见搜索任务有用和不有用的不同因素进行了定性调查。调查发现有16个功能可以让tweet变得有用,注意到有用的tweet经常显示其中的2或3个功能。然而,“没有用的”tweets通常只有17个清晰而引人注目的功能之一。此外,我们看到这些特性可以根据不同类型的搜索任务进行加权。我们的研究结果为从社交媒体内容的实时流中提取有用信息提供了一个新的框架,这些信息将被用于未来的检索系统的设计中。
课程简介: Within the millions of digital communications posted in online social networks, there is undoubtedly some valuable and useful information. Although a large portion of social media content is considered to be babble, research shows that people share useful links, provide recommendations to friends, answer questions, and solve problems. In this paper, we report on a qualitative investigation into the different factors that make tweets ‘useful’ and ‘not useful’ for a set of common search tasks. The investigation found 16 features that help make a tweet useful, noting that useful tweets often showed 2 or 3 of these features. ‘Not useful’ tweets, however, typically had only one of 17 clear and striking features. Further, we saw that these features can be weighted as according to different types of search tasks. Our results contribute a novel framework for extracting useful information from real-time streams of social-media content that will be used in the design of a future retrieval system.
关 键 词: 在线社交网络; 数字通信; 检索系统
课程来源: 视频讲座网
最后编审: 2019-11-18:cwx
阅读次数: 38