Knowledge Commons of Institute of Automation,CAS
An opinion search system for consumer products | |
Miao Qingliang; Li Qiudan![]() | |
2008 | |
会议名称 | Proceedings of the International Joint Conference on Neural Networks |
会议录名称 | IJCNN2008 |
会议日期 | 2008.6.1- 2008.6.6 |
会议地点 | Hong Kong, China |
摘要 | With the rapid progress of e-commerce, many people like purchasing product on the e-commerce website, and giving their personal reviews to the product they purchased, so the number of customer reviews grows rapidly. Generally, a potential customer will browse product reviews before they purchase the product. However, retrieving opinions relevant to customer’s desire still remains challenging. To provide efficient opinion information for customers, we propose an opinion search system for consumer products, which utilizes data mining and information retrieval technology. A ranking mechanism taking temporal dimension into account and a method for results visualization are developed in the system. Experimental results on a real-world data set show the system is feasible and effective. |
关键词 | Consumer Products Opinion Search |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/12467 |
专题 | 09年以前成果 |
通讯作者 | Miao Qingliang |
作者单位 | The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Miao Qingliang,Li Qiudan. An opinion search system for consumer products[C],2008. |
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An opinion search sy(333KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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