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[jira] Updated: (LUCENE-1629) contrib intelligent Analyzer for Chinese

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     [ https://issues.apache.org/jira/browse/LUCENE-1629?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Xiaoping Gao updated LUCENE-1629:
---------------------------------

    Attachment: LUCENE-1629.patch

New patch in reply to Michael McCandless and Uwe Schindler 's comments.

> contrib intelligent Analyzer for Chinese
> ----------------------------------------
>
>                 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
>         Attachments: analysis-data.zip, LUCENE-1629.patch
>
>
> 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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 « Return to Thread: [jira] Created: (LUCENE-1629) contrib intelligent Analyzer for Chinese