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信息检索与文本挖掘

Information Retrieval and Text Mining
课程网址: http://videolectures.net/mlss04_hofmann_irtm/  
主讲教师: Thomas Hofmann
开课单位: 谷歌公司
开课时间: 2007-02-25
课程语种: 英语
中文简介:
这个四个小时的课程将概述机器学习和统计在信息检索和文本挖掘中的应用。更具体地说, 它将涵盖文档分类、基于概念的信息检索、问答、主题检测和文档群集、信息提取和推荐系统等任务。重点是展示机器学习技术如何帮助自动组织内容, 并提供有效的文本形式信息访问。
课程简介: This four hour course will provide an overview of applications of machine learning and statistics to problems in information retrieval and text mining. More specifically, it will cover tasks like document categorization, concept-based information retrieval, question-answering, topic detection and document clustering, information extraction, and recommender systems. The emphasis is on showing how machine learning techniques can help to automatically organize content and to provide efficient access to information in textual form.
关 键 词: 信息检索; 主题检测; 文档聚类; 信息提取; 推荐系统
课程来源: 视频讲座网
最后编审: 2020-06-25:liush
阅读次数: 111