Managing Gigabytes 在线电子书 图书标签: 搜索引擎 大规模数据处理 信息检索 计算机 Information+Retrieval IR Search Data
发表于2024-11-24
Managing Gigabytes 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024
bell的这本书其实讲的大多是data compression,还上过他的课哈。
评分bell的这本书其实讲的大多是data compression,还上过他的课哈。
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In this fully updated second edition of the highly acclaimed Managing Gigabytes, authors Written, Moffat, and Bell continue to provide unparalleled coverage of state-of-the-art techniques for compressing and indexing data. Whatever your field, if you work with large quantities of information, this book is essential reading - an authoritative theoretical resource and a practical guide to meeting the toughest storage and access challenges. It covers the latest developments in compression and indexing and their application on the Web and in digital libraries. It also details dozens of powerful techniques supported by mg, the authors' own system for compressing, storing, and retrieving text, images, and textual images. Mg's source code is freely available on the Web. It provides up-to-date coverage of new text compression algorithms such as block sorting, approximate arithmetic coding, and fat Huffman coding. It includes new sections on content-based index compression and distributed querying, with 2 new data structures for fast indexing. It provides new coverage of image coding, including descriptions of de facto standards in use on the Web (GIF and PNG), information on CALIC, the new proposed JPEG Lossless standard, and JBIG2. It includes new information on the Internet and WWW, digital libraries, web search engines, and agent-based retrieval. It is accompanied by a public domain system called MG which is a fully worked-out operational example of the advanced techniques developed and explained in the book. It includes a new appendix on an existing digital library system that uses the MG software.
在这个大数据时代,管理海量数据是必备技能,也是数据挖掘、数据统计分析,信息检索与数据化运营的基础技术,这本书作为斯坦福大学信息检索和挖掘课程的首选教材,重视理论和实践,深入浅出地给出了海量信息数据处理的整套解决方案,包括压缩、索引和查询的方方面面。其最...
评分相对于Introduction to Information Retrieval来说 这本书太老了,基本上就前几章还算比较有用 要知道这本书是在Google普及前出版的(1999年) 帮助Google成名的Link Analysis才刚刚发表不久 另外也缺少了机器学习在信息检索中应用的介绍 如果不是信息检索的初学者,不推荐购买
评分 评分Ian Witten是澳洲神童啊,我的一个国际专利和他还有这本书有很大关系。字字珠玑,值得一看,长见识,不看或者不看懂人生都不圆满。推荐!
评分很老的书,不过的确对得起标题,内容翔实全面,翻译的也很不错。当初看的时候正好在研究lucene的源代码,里面的内容对我帮助很大。 在《信息检索导论》这本书之前,《深入搜索引擎》应该是全面介绍信息检索最好的书了。
Managing Gigabytes 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024