图 书 馆
新闻数据的自动化定量叙事分析Automating Quantitative Narrative Analysis of News Data |
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| 课程网址: | http://videolectures.net/wapa2011_sudhahar_quantitative/ |
| 主讲教师: | Saatviga Sudhahar |
| 开课单位: | 布里斯托尔大学 |
| 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: |  |
| 课程简介: | We present a working system for large scale quantitative narrative analysis (QNA) of news corpora, which includes various recent ideas from text mining and pattern analysis in order to solve a problem arising in computational social sciences. The task is that of identifying the key actors in a body of news, and the actions they perform, so that further analysis can be carried out. This step is normally performed by hand and is very labour intensive. We then characterise the actors by: studying their position in the overall network of actors and actions; studying the time series associated with some of their properties; generating scatter plots describing the subject/object bias of each actor; and investigating the types of actions each actor is most associated with. The system is demonstrated on a set of 100,000 articles about crime appeared on the New York Times between 1987 and 2007. As an example, we find that Men were most commonly responsible for crimes against the person, while Women and Children were most often victims of those crimes. |
| 关 键 词: | 计算机科学; 模式识别; 网络分析; 文本挖掘 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-10-29：cwx |
| 阅读次数: | 51 |