网络搜索引擎

《网络搜索引擎》课程介绍

 

搜索引擎技术是互联网关键技术之一,它能自动发现和搜集网络资源,并对其解析、索引和组织,在此基础上提供检索服务。《网络搜索引擎》是为计算机科学与技术专业、网络与信息安全专业和物联网工程等专业开设的选修课程,课程的主要任务和目标是:使学生深刻理解搜索引擎的基本原理,系统掌握搜索引擎的关键技术,并熟悉搜索引擎的发展方向和前沿问题,认识搜索引擎所涉及的相关领域。

课程内容涉及中文信息处理方法、爬行程序、网页倒排索引数据结构和网页数据库组织、查询处理与网页排序、检索模型、机器学习、聚类技术、深度网搜索技术。

通过本课程学习,应使学生具备开发搜索引擎的基本能力,以及从事搜索引擎方面研究的理论基础。

 

 

An Introduction to the Course ofInternet Search Engines”

 

Search engine technique is one of the key technologies of internet, which can automatically discover and collect network resources, provide search services to internet users by parsing, indexing and organizing those network resources. Web search engine is a selective specialty course for undergraduate students majoring in Computer Science and Technology, Network and Information Security, and Internet of Things. The main tasks and objectives are: understanding the basic principles of the search engines profoundly; mastering the key techniques of search engines systematically; familiarizing development directions and state-of-art issues of search engines; recognizing related fields of search engines

Course contents include Chinese information processing method, crawlers, web inverted index data structure, the organization of web database, query processing, web page ranking, retrieval model, machine learning, clustering technique, deep Web search, etc.
    Through study of this course, students should acquire basic skills of developing search engines, and lay theoretical foundation on search engine research.

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