图 书 馆
量化推特和转发的政治倾向Quantifying Political Leaning from Tweets and Retweets |
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| 课程网址: | https://videolectures.net/videos/icwsm2013_ming_political_leaning |
| 主讲教师: | Felix Ming Fai Wong |
| 开课单位: | 信息不详。欢迎您在右侧留言补充。 |
| 开课时间: | 2014-04-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Media outlets and pundits have been quick to embrace online social networks to disseminate their own opinions. But pundits’ opinions and news coverage are often marked by a clear political bias, as widely evidenced during the fiercely contested 2012 U.S. presidential elections. Given the wide availability of such data from sites like Twitter, a natural question is whether we can quantify the political leanings of media outlets using OSN data. In this work, by drawing a correspondence between tweeting and retweeting behavior, we formulate political leaning estimation as an ill-posed linear inverse problem. The result is a simple and scalable approach that does not require explicit knowledge of the network topology. We evaluate our method with a dataset of 119 million election-related tweets collected from April to November, and use it to study the political leaning of prominent tweeters and media sources. |
| 关 键 词: | 社交网络; 政治偏见; 不适定线性逆问题 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2025-04-23：yuhongrui |
| 最后编审: | 2025-04-23：yuhongrui |
| 阅读次数: | 2 |