图 书 馆
云匹配器:用于实体匹配的云/人群服务CloudMatcher: A Cloud/Crowd Service for Entity Matching |
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| 课程网址: | http://videolectures.net/kdd2017_govind_entity_matching/ |
| 主讲教师: | Yash Govind |
| 开课单位: | 威斯康星大学麦迪逊分校 |
| 开课时间: | 2017-12-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Entity matching (EM) nds disparate data instances that refer to the same real-world entity. EM is critical in health informatics, and will become even more so in the age of Big Data and data science. Many EM systems have been developed. In this paper, we rst discuss why it is still very dicult for domain scientists to use such EM systems. We then describe CloudMatcher, a cloud/crowd service for EM that we have been building. CloudMatcher aims to be a fast, easy-to-use, scalable, and highly available EM service on the Web. We motivate CloudMatcher then describe its design and implementation. Next, we describe its deployment in the past six months, providing a detailed analysis of its performance over four representative datasets. Finally, we discuss lessons learned. |
| 关 键 词: | 实体匹配; 数据科学; 电磁系统 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-03-20：chenxin01 |
| 最后编审: | 2023-05-19：liyy |
| 阅读次数: | 22 |