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人机合作:为akbc用户而修正

Human-Machine Cooperation: User Corrections for AKBC
课程网址: http://videolectures.net/akbcwekex2012_wick_human_machine/  
主讲教师: Michael L. Wick
开课单位: 马萨诸塞大学
开课时间: 2012-07-13
课程语种: 英语
中文简介:
知识库(知识库)通过以结构化格式公开数据,为现实世界的决策提供支持。然而,构建知识库需要从许多异构数据源收集数据。这项任务的手工工作是准确的,但是缺乏可伸缩性,自动化方法提供了良好的覆盖率,但是对于真实世界的决策者来说还不够可靠。这两种知识库构建方法具有互补优势:在本文中,我们提出了一种新的框架,用于支持人类对知识库的拟议编辑。
课程简介: Knowledge bases (KB) provide support for real-world decision making by exposing data in a structured format. However, constructing knowledge bases requires gathering data from many heterogeneous sources. Manual efforts for this task are accurate, but lack scalability, and automated approaches provide good coverage, but are not reliable enough for real world decision makers to trust. These two approaches to KB construction have complementary strengths: in this paper we propose a novel framework for supporting human proposed edits to knowledge bases.
关 键 词: 人机合作; akbc用户
课程来源: 视频讲座网
最后编审: 2020-07-13:yumf
阅读次数: 15