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Running a MapReduce program based on RMM Chinese word segmentation algorithm on Hadoop

mentions Alyssa's Zhao, so the experiment also draws on the self-university life ... )Principle of experimentBy learning Hadoop's streaming work mode, using streaming allows Hadoop to run non-Java mapreduce programs.To reduce our experimental time, we used the Python language known as the development efficiency to write our mapper.py and reducer.py. Among them, we also used a small Chinese word breaker module smallseg.py, referenced from (Http://code.google.com/p/smallseg/,Apache License 2.0).F

Keyword extraction algorithm TF-IDF

In the learning process of text categorization, there are difficulties in "how to measure the importance of a keyword in the article" . On the internet to find a lot of information, most of them mentioned this algorithm, is today to talk about the Tf-idf.Always uptf-idf, It sounds very tall, actually it is quite simple to understand, he is actually tf*idf, the product of two calculated values, used to measure the importance of words in a thesaurus to

Lucene Introductory Case One

breakers do not meet the requirements.SmartchineseanalyzerGood support for Chinese, but poor extensibility, extended thesaurus, disable thesaurus, and other difficult to handle2. Third-party Chinese parser Paoding: Discovering latest version in https://code.google.com/p/paoding/support Lucene 3.0, and the latest submitted code in 2008-06-03, the latest in SVN is also submitted in 2010, is outdated, Not

On the foundation of Natural Language processing (bottom)

labeling results, the manual proofreading and the use of rules method for ambiguity resolutionConsistency check and automatic proofreading for POS taggingIn corpus construction, the consistency check and automatic proofreading of POS tagging are indispensable important links.In general, there are two kinds of inconsistency of the part of speech in Corpus, one is that the vocabulary is a non-same-class word in the glossary, there is only one part-of-speech mark, but the different parts of speech

Java Sensitive word filter, Java sensitive word substitution, Java sensitive Word tool class

Java Sensitive word filter, Java sensitive word substitution, Java sensitive Word tool class===========================? Copyright Sweet Potato Yiu September 25, 2017http://www.cnblogs.com/fanshuyao/First, the problem descriptionMany of the content of external websites need to filter sensitive words, avoid political and color @ emotional problems.Second, the solutionFilter by match using Thesaurus * (asterisk)The Java sensitive Word tool class and the

Linux Knowledge Framework

+openq plugin2) Msn,icq,yahoo:gaim3) Web browser: Mozilla-firefox, Mozilla, Opera4) FTP client (graphical interface): Gftp, Iglooftp5) FTP client (terminal): Lftp, NcFTP6) FTP server: pureftpd, PROFTPD, vsftpd7) HTTP Download (terminal): wget, Curl, Prozilla8) bt download: BitTorrent (terminal), Azureus (graphical interface)9) Email software (graphical interface): KMail, Thunderbird, Sylpheed, Evolution, opera M2E-mail terminal: Mutt, Pine, Gnus) Rss:liferea, AkregatorBbs:qterm, {rxvt,xterm,gnom

Javaweb Filter Quick Start (17)

3 before Dofilter release). Define Myhttpservletrequest inheritance HttpServletRequestWrapper4). Define Thesaurus Vocabulary 5). Gets the value of the request parameter, or, if NULL, returns null 6 directly. Traverse the thesaurus, replacing the value of the request parameter 7). Finally returns the value of the request parameter 3. HTML tag filter 1). Strong turn Request/response2). Wrap the Request objec

Python third-party library Jieba (stuttering-Chinese word breaker) Getting Started and advanced (official documents)

Developers can specify their own custom dictionaries to contain words that are not in the Jieba thesaurus. Although Jieba has the ability to recognize new words, adding new words on its own can guarantee a higher rate of correctness. Usage: jieba.load_userdict (file_name) # file_name The path to a file class object or a custom dictionary The dictionary format dict.txt and the same, one word occupies a line; each line is divided int

Ubuntu System installation StarDict (star translation King) dictionary

Direct command linesudo apt-get install StarDictInstallation CompleteStart method:1. Command line Input stardict carriage return2. High-speed launcher----Search StarDict Direct click to start.Download the thesaurus:Frequently use thesaurus and lists such as the following:A concise Chinese-English Dictionary of Lazy stardict-lazyworm-ce-2.4.2.tar.bz2http://download.csdn.net/source/3361798A concise English-Chinese Dictionary of stardict-lazyworm-ec-2.4.

Chinese Word segmentation algorithm

) The type of notation: On/b sea///////N/S///+/////////////////////////////////////////////E/C////B/F /SThe first thing to say is that the word "words" is not limited to Chinese characters. Considering that Chinese real text inevitably contains a certain number of non-Chinese characters, the "word" in this article also includes characters such as foreign letters, Arabic numerals and punctuation marks. All these characters are the basic unit of word-building. Of course, Chinese characters are sti

Paper writing allows Word 2003 to help you

English word you want to translate, right-click it, choose Translate, and the corresponding translation results will appear in the right pane. It also comes with a number of related examples, very practical (see Figure 1). Figure 1 In addition, when doing Chinese-English articles, we sometimes use which English words are more suitable to handle. It would be nice to have a list of synonyms that are similar in meaning at this time. No problem! The synonym feature of Word is designed

Paper writing, let Word help you

Chinese vocabulary or English word you want to translate, right-click it, choose Translate, and the corresponding translation results will appear in the right pane. It also comes with a number of related examples, very practical (see Figure 1). Figure 1 In addition, when doing Chinese-English articles, we sometimes use which English words are more suitable to handle. It would be nice to have a list of synonyms that are similar in meaning at this time. No problem! The synonym featu

The batch preprocessing of Python Chinese corpus

Thesaurus stopwords = {}.fromkey S ([Line.rstrip () for line in open (Stopwordspath, "R", encoding= ' Utf-8 ')]) # gets all categories under the root to be processed folder_list = Os.listdir (r Ead_folder_path) # Inter-class loop for folder in Folder_list: #某类下的路径 New_folder_path = Os.path.join (read_folder_ Path, folder) # Create save file directory Path=write_folder_path+folder #保存文件的子文件 isexists=os.path.exists (path) If not isExists:os.make

Do site to the main Baidu participle technology _ website application

word segmentation algorithm has been quite mature, which is also indispensable to Seoer's credit, there is a seoer predecessors said: "Baidu's algorithm has a simple complex, there is a positive maximum matching, reverse the largest match, bidirectional maximum matching, Language model method, the shortest path algorithm and so on, interested can use Google to search to increase understanding. "Let's summarize, there is my own speculation, Baidu has a strong vocabulary database, there are a var

Revelation! How to quickly improve the weight of the site all the keywords are ok?

Webmaster Tools thesaurus, otherwise there is no effect.    So this kind of key words not only need Baidu index high, the key also exist in Webmaster Tools keyword Library, otherwise it is in vain, how do you check the weight is useless. So want to use this method to quickly improve the weight of the site, the most important is to find these exist in the thesaurus of the high index combination of ke

C language to achieve the search engine technology in Chinese participle

word or null, if it is, then exit.(7) If not, continue to judge whether the word is present in the thesaurus, so that it repeats until a word is output.(8) Continue to take the phrase of the first W word repeated loop, so you can divide a sentence into a combination of words.Second, simple implementation The code is as follows Copy Code #include #include #include using namespace Std;Set int construct (){G_setworddictionary.

The relationship between Hdwiki (for DZ) and Hdwiki

Under what circumstances choose Hdwiki (for DZ)? If you already have a DZ forum, and also want a professional knowledge base, build an encyclopedia channel. It is recommended that you use Hdwiki (for DZ) better. What are the advantages of Hdwiki (for DZ)? 1, Hdwiki (for DZ) and DZ Common a database, unified registration login, the combination of better. 2, Hdwiki (for DZ) can be dz in the Post Brush encyclopedia entry links, so that DZ can also share encyclopedia knowledge. 3, Hdwiki (for d

An overview of requirements analysis in Baidu box calculation

analyze the query, in order to better show the corresponding results to meet the needs of users. Therefore, the more accurate analysis of query requirements, the coverage of query, the user satisfaction is greater. Requirement analysis is one of the most important and difficult places in box computing. The easiest way to identify query needs is to check the thesaurus. For example, all the movies, TV series are collected in advance, put into the

Multi-directional analysis of search engine rankings

try to understand. The main points are three: file analysis, semantic analysis, and link analysis. When a user searches for a keyword search information, the search engine will use file analysis and semantic analysis to determine the content of its index library will appear in the search results, in the link analysis to determine what content and page rank before, so as to get a better ranking. This is also the fundamental goal of Seoer: being indexed has rankings. File analysis and semantic a

Techniques and Precautions for website optimization of chemical engineering

new long tail word, concrete is the material category + High temperature sealing gum. It is true that some of these words are being searched, and it is difficult to dig them fully if we do not use the inbound search engine of the business-to-business platform. Second, using a business-to-business platform, you can clearly understand what the competitor is doing with the long tail words, thus enriching their long tail thesaurus. 3, the use of relate

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