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IR中的数据结构(DSIR)

Data Structures in IR (DSIR)
课程网址: http://videolectures.net/russir08_gubin_dsir/  
主讲教师: Maxim Gubin
开课单位: Ask.com
开课时间: 2008-11-04
课程语种: 英语
中文简介:
本课程概述了实现信息检索系统的理论和实践方法。它主要关注经典的大型搜索问题,但也包括适用于其他IR任务的结构的简要描述。该课程涵盖了广泛的问题,从数据结构设计的高级理论观点到实现的特定问题。它包括一些重要的实际问题,这些问题在现有的教育文献中很少提及,如并行化、有损压缩技术和相关的现代硬件功能。本课程包含对已知开源和商业系统实现的讨论。一些经过考虑的例子是基于讲师参与IR系统开发项目的实践经验。对于那些想了解IR系统实现细节或为特定数据规模或IR任务定制现有系统的学生来说,本课程可能很有趣。它在2007年和2008年为Ask.com员工举办的内部研讨会上发表。
课程简介: The course presents an overview of theoretical and practical approaches to implementation of information retrieval systems. It is mainly focused on classic big and large-scale search problems but also includes brief description of structures applicable for other IR tasks. The course covers a wide range of questions from a high-level theoretical view on data structures design to particular questions of implementation. It includes such important practical problems, which are poorly presented in available educational literature, as parallelization, lossy compressions techniques, and relevant modern hardware features. The course contains a discussion of known open source and commercial systems implementations. Some considered examples are based on lecturer’s practical experience from his participation in IR systems development projects. The course can be interesting for students who want to know details of IR system implementation or tailoring existing systems for a specific data scale or IR task. It was presented at internal seminars for employees at Ask.com in 2007 and 2008.
关 键 词: 信息检索; 任务结构; 数据结构
课程来源: 视频讲座网
数据采集: 2023-06-12:chenxin01
最后编审: 2023-06-12:chenxin01
阅读次数: 22