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信息检索与语言技术

Information Retrieval and Language Technology
课程网址: http://videolectures.net/mlss03_joachims_irlt/  
主讲教师: Thorsten Joachims
开课单位: 康奈尔大学
开课时间: 2001-02-25
课程语种: 英语
中文简介:
该课程将概述统计学习如何帮助组织和获取以文本形式表示的信息。特别是, 它将涵盖文本分类、信息检索、信息提取、主题检测和主题跟踪等任务。本课程将介绍表示文本的基本技术, 并分析其统计属性。该课程的重点将是概述这一领域有趣的学习问题, 为今后的研究提供起点。
课程简介: The course will give an overview of how statistical learning can help organize and access information that is represented in textual form. In particular, it will cover tasks like text classification, information retrieval, information extraction, topic detection, and topic tracking. The course will introduce the basic techniques for representing text and analyze their statistical properties. An emphasis of the course will be on giving an overview of interesting learning problems in this area, providing starting points for future research.
关 键 词: 统计学习; 文本分类; 信息检索; 信息提取; 主题检测; 主题跟踪
课程来源: 视频讲座网
最后编审: 2020-06-25:liush
阅读次数: 42