visa: a visual sentiment analysis system
文献类型：会议论文
| 作者 | Duan Dongxu ; Qian Weihong ; Pan Shimei ; Shi Lei ; Lin Chuang |
| 出版日期 | 2012 |
| 会议名称 | 5th International Symposium on Visual Information Communication and Interaction, VINCI 2012 |
| 会议日期 | September 27, 2012 - September 28, 2012 |
| 会议地点 | Hangzhou, China |
| 关键词 | Communication Human computer interaction Mining Visualization |
| 页码 | 22-28 |
| 中文摘要 | Sentiment plays a critical role in many information-centric business scenarios. The opinion mining methods proposed in the recent decade have formed a solid foundation to investigate the sentiment analysis tasks, but are often too complicated and scattered to serve the needs of real customers. We introduce the VISA system in this paper, which applies the visualization technology to synthesize the sentiment analysis results and present to the end user in an interactive manner. VISA builds on the generic sentiment tuple based data model and consumes the different facets of sentiment data with coordinated multiple views, hence is scalable to work with most of existing sentiment analysis engines on various application domains. We showcase the usage of VISA in a real world example and demonstrate the system's effectiveness through the user trail in finding an appropriate hotel for his family trip. © 2012 ACM. |
| 英文摘要 | Sentiment plays a critical role in many information-centric business scenarios. The opinion mining methods proposed in the recent decade have formed a solid foundation to investigate the sentiment analysis tasks, but are often too complicated and scattered to serve the needs of real customers. We introduce the VISA system in this paper, which applies the visualization technology to synthesize the sentiment analysis results and present to the end user in an interactive manner. VISA builds on the generic sentiment tuple based data model and consumes the different facets of sentiment data with coordinated multiple views, hence is scalable to work with most of existing sentiment analysis engines on various application domains. We showcase the usage of VISA in a real world example and demonstrate the system's effectiveness through the user trail in finding an appropriate hotel for his family trip. © 2012 ACM. |
| 收录类别 | EI |
| 会议主办者 | State Key Lab of CAD and CG; Zhejiang University |
| 会议录 | ACM International Conference Proceeding Series
 |
| 语种 | 英语 |
| ISBN号 | 9781450317825 |
| 源URL | [http://ir.iscas.ac.cn/handle/311060/15830]  |
| 专题 | 软件研究所_软件所图书馆_会议论文 |
| 推荐引用方式 GB/T 7714 | Duan Dongxu,Qian Weihong,Pan Shimei,et al. visa: a visual sentiment analysis system[C]. 见:5th International Symposium on Visual Information Communication and Interaction, VINCI 2012. Hangzhou, China. September 27, 2012 - September 28, 2012. |
入库方式： OAI收割
来源：软件研究所
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