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从互联网博客的个人故事中挖掘常识

Mining Commonsense Knowledge From Personal Stories in Internet Weblogs
课程网址: http://videolectures.net/akbc2010_gordon_mckfp/  
主讲教师: Andrew S. Gordon
开课单位: 南加州大学
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
自动化知识库构建方面的最新进展为解决人工智能中最困难的挑战之一——自动化常识推理——创造了新的机遇。在这篇论文中,我们描述了我们最近在从人们在他们的网络博客上写的关于他们生活的个人故事中挖掘常识知识方面所做的努力。我们总结了三个初步调查,涉及应用统计自然语言处理技术,以数百万的语料库博客故事,并概述了我们目前的方法,以解决一些突出的技术挑战。
课程简介: Recent advances in automated knowledge base construction have created new opportunities to address one of the hardest challenges in Artificial Intelligence: automated commonsense reasoning. In this paper, we describe our recent efforts in mining commonsense knowledge from the personal stories that people write about their lives in their Internet weblogs. We summarize three preliminary investigations that involve the application of statistical natural language processing techniques to corpora of millions of weblog stories, and outline our current approach to solving a number of outstanding technical challenges.
关 键 词: 互联网博客; 个人故事; 挖掘常识
课程来源: 视频讲座网
最后编审: 2019-10-30:cwx
阅读次数: 31