如何以直观形式给出单词的搭配词的出现频率和MI值？ word cloud visualization
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回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
研究这个有段时间了，上次在北外的回忆时我的电脑桌面就是用的这个。想把自己的文本搞个图出来，可以到这里来制作：
Wordle is a toy for generating “word clouds” from text that you provide. The clouds give greater prominence to words that appear more frequently in the source text. You can tweak your clouds with different fonts, layouts, and color schemes. The images you create with Wordle are yours to use however you like. You can print them out, or save them to the Wordle gallery to share with your friends.
Create your own.
研究这个有段时间了，上次在北外的回忆时我的电脑桌面就是用的这个。想把自己的文本搞个图出来，可以到这里来制作：
Wordle is a toy for generating “word clouds” from text that you provide. The clouds give greater prominence to words that appear more frequently in the source text. You can tweak your clouds with different fonts, layouts, and color schemes. The images you create with Wordle are yours to use however you like. You can print them out, or save them to the Wordle gallery to share with your friends.
Create your own.
回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
从1点左右一直到现在，3个半小时的时间，一直无法打开链接，不知道有什么问题。只好看着许博上传的缩略图流口水。
看晚上能不能打开吧。
从1点左右一直到现在，3个半小时的时间，一直无法打开链接，不知道有什么问题。只好看着许博上传的缩略图流口水。
看晚上能不能打开吧。
回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
我这边使用这个连接一直没有问题，各位在国内的朋友没法连接，估计是党和人民政府也错把该网站和谐了。
从1点左右一直到现在，3个半小时的时间，一直无法打开链接，不知道有什么问题。只好看着许博上传的缩略图流口水。
我这边使用这个连接一直没有问题，各位在国内的朋友没法连接，估计是党和人民政府也错把该网站和谐了。
回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
目前还不支持中文，我已经给开发者发了信，提供了解决办法，希望他能采纳。这是他不支持中文的原因：
Can you add Chinese/Japanese?
There are two things against Wordle getting ideographic language support. First, ideographic fonts are enormous, and this would cost Wordle a lot of bandwidth. Second, I don't know how to recognize word breaks in those languages. As far as I know, there's no reliable way to detect individual "words" in those languages—which can consist of one or more glyphs—without an enormous database. If anyone wants to guide me to a reliable word-break algorithm for these languages, please do.
目前还不支持中文，我已经给开发者发了信，提供了解决办法，希望他能采纳。这是他不支持中文的原因：
Can you add Chinese/Japanese?
There are two things against Wordle getting ideographic language support. First, ideographic fonts are enormous, and this would cost Wordle a lot of bandwidth. Second, I don't know how to recognize word breaks in those languages. As far as I know, there's no reliable way to detect individual "words" in those languages—which can consist of one or more glyphs—without an enormous database. If anyone wants to guide me to a reliable word-break algorithm for these languages, please do.
回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
Three related books on this topic (search www.amazon.com with the keyword "data visualization" for more):
1. Visualizing Data: Exploring and Explaining Data with the Processing Environment
# Paperback: 384 pages
# Publisher: O'Reilly Media; 1 edition (January 11, 2008)
# Language: English
# ISBN-10: 0596514557
# ISBN-13: 978-0596514556
2. Handbook of Data Visualization (Springer Handbooks of Computational Statistics)
# Hardcover: 936 pages
# Publisher: Springer; 1 edition (March 11, 2008)
# Language: English
# ISBN-10: 3540330364
# ISBN-13: 978-3540330363
3. Beautiful Data: The Stories Behind Elegant Data Solutions (Paperback)
# Paperback: 384 pages
# Publisher: O'Reilly Media; 1 edition (July 21, 2009)
# Language: English
# ISBN-10: 0596157118
# ISBN-13: 978-0596157111
Three related books on this topic (search www.amazon.com with the keyword "data visualization" for more):
1. Visualizing Data: Exploring and Explaining Data with the Processing Environment
# Paperback: 384 pages
# Publisher: O'Reilly Media; 1 edition (January 11, 2008)
# Language: English
# ISBN-10: 0596514557
# ISBN-13: 978-0596514556
2. Handbook of Data Visualization (Springer Handbooks of Computational Statistics)
# Hardcover: 936 pages
# Publisher: Springer; 1 edition (March 11, 2008)
# Language: English
# ISBN-10: 3540330364
# ISBN-13: 978-3540330363
3. Beautiful Data: The Stories Behind Elegant Data Solutions (Paperback)
# Paperback: 384 pages
# Publisher: O'Reilly Media; 1 edition (July 21, 2009)
# Language: English
# ISBN-10: 0596157118
# ISBN-13: 978-0596157111
回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
谢谢iCasino提供的文献。其实这里有一本我个人觉得更好的书，而且是完全免费的，我正打算写书评呢。剑桥大学出版社2009年出版社第一版，2010年第二版。
Hearst, Marti. 2009. Search User Interfaces. New York: Cambridge University Press.
Book Contents
This book presents the state of the art of search interface design, based on both academic research and deployment in commercial systems.
Topics include:
* How to Design Search User Interfaces
* How to Evaluate Search User Interfaces
* Models of the Information Seeking Process
* Search Interfaces Fundamentals, including:
o Query Specification
o Presentation of Search Results
o Query Reformulation
* Advanced Topics, including:
o Integrating Navigation with Search
o Personalization in Search
o Information Visualization and Search
o Mobile Search
o Social Search
o Multimedia Search
Read the Book
The full text of this book can be read free of charge. Click here to read.
性急的，可直接读第10和11章:
10: Information Visualization for Search Interfaces
11: Information Visualization for Text Analysis
谢谢iCasino提供的文献。其实这里有一本我个人觉得更好的书，而且是完全免费的，我正打算写书评呢。剑桥大学出版社2009年出版社第一版，2010年第二版。
Hearst, Marti. 2009. Search User Interfaces. New York: Cambridge University Press.
Book Contents
This book presents the state of the art of search interface design, based on both academic research and deployment in commercial systems.
Topics include:
* How to Design Search User Interfaces
* How to Evaluate Search User Interfaces
* Models of the Information Seeking Process
* Search Interfaces Fundamentals, including:
o Query Specification
o Presentation of Search Results
o Query Reformulation
* Advanced Topics, including:
o Integrating Navigation with Search
o Personalization in Search
o Information Visualization and Search
o Mobile Search
o Social Search
o Multimedia Search
Read the Book
The full text of this book can be read free of charge. Click here to read.
性急的，可直接读第10和11章:
10: Information Visualization for Search Interfaces
11: Information Visualization for Text Analysis
回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
不编程就能搞visualization估计是天方夜谭。我这边正做的一个项目就是data visualization，相当辛苦的。
Thanks a lot for the book info.
amazon已有两人对这本书作了五星的评价，laohong的书评有挑战了
记得两三年前Professor Barlow还说要招一个学生（不要求懂编程,教授说自己可以搞定）一起来做语料库方面的visualization，不知他最近的工作怎样了.
不编程就能搞visualization估计是天方夜谭。我这边正做的一个项目就是data visualization，相当辛苦的。
回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
Link to a desktop version:
http://www.alphaworks.ibm.com/tech/wordcloud
After unzipping it to your own system, you can change the configuration file and the .bat file to use your own fonts (i.e. Chinese UTF-8 compatible fonts).
Some samples are attached below.
Note: Working text is based on a news report: http://society.people.com.cn/GB/41158/11137880.html, which is word segmented and changed to UTF-8 encoding.
Very interesting stuff.
Link to a desktop version:
http://www.alphaworks.ibm.com/tech/wordcloud
After unzipping it to your own system, you can change the configuration file and the .bat file to use your own fonts (i.e. Chinese UTF-8 compatible fonts).
Some samples are attached below.
Note: Working text is based on a news report: http://society.people.com.cn/GB/41158/11137880.html, which is word segmented and changed to UTF-8 encoding.
Very interesting stuff.
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回复: 如何以平面图的直观形式给出一个单词的搭配词的出现频率和MI值，或者，单词出现在某个位置上的概率？
照陶老师的方法也做了一个。使用的文本是两会刚出炉的“国家中长期教育改革和发展规划纲要 （ 2010 — 2020年 ）（ 公开征求意见稿）“。
原文参见：http://2010lianghui.people.com.cn/GB/181632/11044296.html
这里是做出来的Word Cloud：
照陶老师的方法也做了一个。使用的文本是两会刚出炉的“国家中长期教育改革和发展规划纲要 （ 2010 — 2020年 ）（ 公开征求意见稿）“。
原文参见：http://2010lianghui.people.com.cn/GB/181632/11044296.html
这里是做出来的Word Cloud：
