图 书 馆
网络上多冲突信息提供者的真相发现Truth Discovery with Multiple Conflicting Information Providers on the Web |
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| 课程网址: | http://videolectures.net/kdd07_yin_tdwmci/ |
| 主讲教师: | Xiaoxin Yin |
| 开课单位: | 微软研究院 |
| 开课时间: | 2007-08-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The world-wide web has become the most important information source for most of us. Unfortunately, there is no guarantee for the correctness of information on the web. Moreover, different web sites often provide conflicting information on a subject, such as different specifications for the same product. In this paper we propose a new problem called Veracity, i.e., conformity to truth, which studies how to find true facts from a large amount of conflicting information on many subjects that is provided by various web sites. We design a general framework for the Veracity problem, and invent an algorithm called TruthFinder, which utilizes the relationships between web sites and their information, i.e., a web site is trustworthy if it provides many pieces of true information, and a piece of information is likely to be true if it is provided by many trustworthy web sites. Our experiments show that TruthFinder successfully finds true facts among conflicting information, and identifies trustworthy web sites better than the popular search engines. |
| 关 键 词: | 网络信息; 真实信息; 正确信息 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-04-03：chenxin01 |
| 最后编审: | 2023-05-22：chenxin01 |
| 阅读次数: | 45 |