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From "Xiaoping Gao (JIRA)" <j...@apache.org>
Subject [jira] Created: (LUCENE-1629) contrib intelligent Analyzer for Chinese
Date Mon, 04 May 2009 04:51:30 GMT
contrib intelligent Analyzer for Chinese
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                 Key: LUCENE-1629
                 URL: https://issues.apache.org/jira/browse/LUCENE-1629
             Project: Lucene - Java
          Issue Type: Improvement
          Components: contrib/analyzers
    Affects Versions: 2.4.1
         Environment: for java 1.5 or higher, lucene 2.4.1
            Reporter: Xiaoping Gao


I wrote a Analyzer for apache lucene for analyzing sentences in Chinese language. it's called
"imdict-chinese-analyzer", the project on google code is here: http://code.google.com/p/imdict-chinese-analyzer/

In Chinese, "我是中国人"(I am Chinese), should be tokenized as "我"(I)   "是"(am) 
 "中国人"(Chinese), not "我" "是中" "国人". So the analyzer must handle each sentence
properly, or there will be mis-understandings everywhere in the index constructed by Lucene,
and the accuracy of the search engine will be affected seriously!

Although there are two analyzer packages in apache repository which can handle Chinese: ChineseAnalyzer
and CJKAnalyzer, they take each character or every two adjoining characters as a single word,
this is obviously not true in reality, also this strategy will increase the index size and
hurt the performance baddly.

The algorithm of imdict-chinese-analyzer is based on Hidden Markov Model (HMM), so it can
tokenize chinese sentence in a really intelligent way. Tokenizaion accuracy of this model
is above 90% according to the paper "HHMM-based Chinese Lexical analyzer ICTCLAL" while other
analyzer's is about 60%.

As imdict-chinese-analyzer is a really fast and intelligent. I want to contribute it to the
apache lucene repository.

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