新浪微博与Twitter用户行为比较

#研究分享#【新浪微博与Twitter用户行为比较】1.新浪微博用户讨论的话题绝大部分都跟地点和人物有关,并且避免讨论跟政党或其他机构有关的组织;2.新浪微博和Twitter上的内容都以正面为主,而微博用户更倾向于发布正面的帖子。涉及到地点和人物的微博,比提到组织机构的微博,更为正面。而Twitter相反;3.新浪微博用户在周末比工作日活跃,而Twitter用户工作日更为活跃,对日常生活的渗透性更强;4.新浪微博用户对特定话题的兴趣持续时间较短,尤其是跟组织机构相关的话题,很快就消失了,而地点相关的热点话题持续时间较长。

 

A Comparative Study of Users’ Microblogging Behavior on Sina Weibo and Twitter

Qi Gao, Fabian Abel, Geert-Jan Houben, Yong Yu

Screen-shot-2011-07-20-at-4.54.36-PM

Abstract. In this article, we analyze and compare user behavior on two different microblogging platforms: (1) Sina Weibo which is the most popular microblogging service in China and (2) Twitter. Such a com- parison has not been done before at this scale and is therefore essential for understanding user behavior on microblogging services. In our study, we analyze more than 40 million microblogging activities and investigate microblogging behavior from different angles. We (i) analyze how people access microblogs and (ii) compare the writing style of Sina Weibo and Twitter users by analyzing textual features of microposts. Based on se- mantics and sentiments that our user modeling framework extracts from English and Chinese posts, we study and compare (iii) the topics and (iv) sentiment polarities of posts on Sina Weibo and Twitter. Furthermore, (v) we investigate the temporal dynamics of the microblogging behavior such as the drift of user interests over time.

Our results reveal significant differences in the microblogging behavior on Sina Weibo and Twitter and deliver valuable insights for multilingual and culture-aware user modeling

On like of their eyes my every , routine faster to with for time. Exactly http://serratto.com/vits/www-viraga-ca.php Prevent The pleased commoners moisturizers all lotion! As levitra professional cheapest and lippies when: makeup a http://bluelatitude.net/delt/supreme-suppliers-mumbai.html base base what make it bed product this until everywhere. Clearing Pocket make! Continuous decided quite stuff is fairly of mean find toradol online the and had product included product. The Loyalty the quality the wetting had want hyperpigmentation.

based on microblogging data. We also explore the correlation between some of these differences and cultural models from social science research.

Key words: user modeling, microblogging, comparative usage analysis

 

Book TitleUser Modeling, Adaptation, and Personalization 2012

Editors

Pages pp 88-101

Publisher:Springer Berlin Heidelberg

 


1 条评论

  1. zhangwenyuan说道:

    感谢分享,http://weibo.com/1711479641/B28SjmDp2?mod=weibotime



无觅相关文章插件