信息检索与文本挖掘Information Retrieval and Text Mining |
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课程网址: | http://videolectures.net/mlss06au_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: | 这门四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问题中的应用。更具体地说,它将涵盖文档分类、基于概念的信息检索、问题解答、主题检测和文档聚类、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有助于自动组织内容和提供对文本形式信息的有效访问。 |
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: | 计算机科学; 信息检索 ; 文本挖掘 |
课程来源: | 视频讲座网 |
最后编审: | 2021-01-31:nkq |
阅读次数: | 62 |