出版社: O'Reilly Media
副标题: Analyzing Text with the Natural Language Toolkit
出版年: 2009-7-10
页数: 504
定价: USD 44.99
装帧: Paperback
ISBN: 9780596516499
内容简介 · · · · · ·
This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies, ranging from predictive text and email filtering to automatic summarization and translation. With Natural Language Processing with Python, you'll learn how to write Python programs to work with large collections of unstructured text. You...
This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies, ranging from predictive text and email filtering to automatic summarization and translation. With Natural Language Processing with Python, you'll learn how to write Python programs to work with large collections of unstructured text. You'll access richly-annotated datasets using a comprehensive range of linguistic data structures. And you'll understand the main algorithms for analyzing the content and structure of written communication.
Packed with examples and exercises, Natural Language Processing with Python will help you:
* Extract information from unstructured text, to guess the topic or identify "named entities"
* Analyze linguistic structure in text, including parsing and semantic analysis
* Access popular linguistic databases, including WordNet and treebanks
* Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence
Perfect for individual study, or as a classroom and workshop textbook, this book will help you gain practical skills in Natural Language Processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library.
If you're interested in developing Web applications, analyzing multilingual news sources, documenting endangered languages, or if you are simply curious to have a programmer's perspective on how human language works, you will find Natural Language Processing with Python both fascinating and immensely useful.
作者简介 · · · · · ·
Steven Bird是墨尔本大学计算机科学和软件工程系副教授,以及宾夕法尼亚大学语言数据联合会高级研究助理。
克莱因是爱丁堡大学信息学院语言技术教授。
洛普最近从宾夕法尼亚大学获得机器学习自然语言处理博士学位,目前是波士顿BBN Technologies公司的研究员。
喜欢读"Natural Language Processing with Python"的人也喜欢的电子书 · · · · · ·
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Natural Language Processing with Python的书评 · · · · · · ( 全部 9 条 )
不得不羡慕英文相比中文对计算机处理的友好程度
在这本书的带动下,我有点喜欢上了自然语言处理
主要讲NLTK包,示例程序多,NLP理论涉及少,偏实践的书籍
Python自然语言处理
结合Python语言特性学习NLP,还不错
> 更多书评 9篇
论坛 · · · · · ·
没有出版社打算引进么? | 来自焦靖 | 3 回应 | 2012-06-01 14:43:44 |
这本书的其他版本 · · · · · · ( 全部4 )
-
东南大学出版社 (2010)8.1分 200人读过
-
人民邮电出版社 (2014)6.9分 85人读过
-
オライリージャパン (2010)暂无评分
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谁读这本书? · · · · · ·
二手市场
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订阅关于Natural Language Processing with Python的评论:
feed: rss 2.0
0 有用 Lo 2015-12-30 12:44:18
NLTK
1 有用 ss 2016-06-14 18:14:38
感觉作为教材并不是特别合适,除非只打算教零基础文科生用nltk ……http://www.nltk.org/book_1ed/
0 有用 AlexHe 2011-11-03 11:01:03
NLTK 指导书!看了前七章,后面的句法分析没看了
0 有用 Josherich 2017-07-28 04:59:57
几乎是不错的 Python 教程了
0 有用 zzl 2011-06-03 16:44:49
实用,可读性好
0 有用 Victor 2024-02-13 12:59:42 山东
nltk
0 有用 草木芃 2023-11-05 23:40:35 广东
弃。
0 有用 森野 2023-03-01 05:50:12 德国
本书的年代已经出现了python,但还远远未到大数据时代,所以本书中的技术都是基于既定的语言学规则,概率论以及语料库的加持
0 有用 Keno K. Tang 2021-07-07 23:09:59
入门:用python做computational semantics
0 有用 匿名用户 2020-08-23 03:28:59
我读的电子版,从封面看也许不是同一本。个人认为这本有点像教人怎么用package,更像工具书而非入门读物。