Emotion Extraction and Entrainment in Social Media: The Case of U.S. Immigration and Border Security
文献类型：会议论文
| 作者 | Chung, Wingyan1; He, Saike2 ; Zeng, Daniel2,3; Benjamin, Victor4
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| 出版日期 | 2015-05-27 |
| 会议名称 | IEEE International Conference on Intelligence and Security Informatics (IEEE ISI 2015) |
| 会议日期 | 2015-5-27 ~ 2015-5-29 |
| 会议地点 | Baltimore, MD, USA |
| 关键词 | Emotion Social Media Analytics Text Mining Social Network Analysis Entrainment Influence U.S. immigration policy Border Security |
| 通讯作者 | Chung, Wingyan |
| 英文摘要 | Emotion plays an important role in shaping public policy and business decisions. The growth of social media has allowed people to express their emotion publicly in an unprecedented manner. Textual content and user linkages fostered by social media networks can be used to examine emotion types, intensity, and contagion. However, research into how emotion evolves and entrains in social media that influence security issues is scarce. In this research, we developed an approach to analyzing emotion expressed in political social media. We compared two methods of emotion analysis to identify influential users and to trace their contagion effects on public emotion, and report preliminary findings of analyzing the emotion of 105,304 users who posted 189,012 tweets on the U.S. immigration and border security issues in November 2014. The results provide strong implication for understanding social actions and for collecting social intelligence for security informatics. This research should contribute to helping decision makers and security personnel to use public emotion effectively to develop appropriate strategies. |
| 收录类别 | EI |
| 会议网址 | http://isi2015.wix.com/isi-2015 |
| 会议录 | 2015 IEEE International Conference on Intelligence and Security Informatics (ISI)
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| 语种 | 英语 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/10775]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_互联网大数据与安全信息学研究中心 |
| 作者单位 | 1.Dept. of Decision and Info. Sciences, School of Business Administration, Stetson University 2.State Key Lab of Management and Control for Complex Systems, Chinese Academy of Sciences 3.Dept. of MIS, U. of Arizona Tucson, Arizona, U.S.A. 4.Dept. of MIS Eller College of Management University of Arizona |
| 推荐引用方式 GB/T 7714 | Chung, Wingyan,He, Saike,Zeng, Daniel,et al. Emotion Extraction and Entrainment in Social Media: The Case of U.S. Immigration and Border Security[C]. 见:IEEE International Conference on Intelligence and Security Informatics (IEEE ISI 2015). Baltimore, MD, USA. 2015-5-27 ~ 2015-5-29.http://isi2015.wix.com/isi-2015. |
入库方式： OAI收割
来源：自动化研究所
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