图 书 馆
Tweetonomies智慧：从社会意识流获取潜在概念结构The Wisdom in Tweetonomies: Acquiring Latent Conceptual Structures from Social Awareness Streams |
|
| 课程网址: | http://videolectures.net/www2010_wagner_twt/ |
| 主讲教师: | Claudia Wagner |
| 开课单位: | 莱布尼兹社会科学研究所 |
| 开课时间: | 2010-05-17 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Although one might argue that little wisdom can be conveyed in messages of 140 characters or less, this paper sets out to explore whether the aggregation of messages in social awareness streams, such as Twitter, conveys meaningful information about a given domain. As a research community, we know little about the structural and semantic properties of such streams, and how they can be analyzed, characterized and used. This paper introduces a network-theoretic model of social awareness stream, a so-called "tweetonomy", together with a set of stream-based measures that allow researchers to systematically defi ne and compare diff erent stream aggregations. We apply the model and measures to a dataset acquired from Twitter to study emerging semantics in selected streams. The network-theoretic model and the corresponding measures introduced in this paper are relevant for researchers interested in information retrieval and ontology learning from social awareness streams. Our empirical fi ndings demonstrate that di fferent social awareness stream aggregations exhibit interesting differences, making them amenable for different applications. |
| 关 键 词: | 计算机科学; 网络分析; 社交网络 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-12-19：yumf |
| 阅读次数: | 42 |