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Sophie

distrib > Mandriva > 2010.0 > i586 > media > contrib-release > by-pkgid > 1dcef8f7b86dc3b3c7b89dd968fc4c12 > files > 18

mecab-0.96-1mdv2008.1.i586.rpm

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<title>MeCab ¤Î³«È¯·Ð°Þ</title>
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<h1>MeCab ¤Î³«È¯·Ð°Þ</h1>
<h2>·ÁÂÖÁDzòÀϤÎÎò»Ë</h2>
<p>
¥ª¡¼¥×¥ó¤Ê·ÁÂÖÁDzòÀÏ´ï¤È¤·¤Æ Juman, ChaSen ¤¬Â¸ºß¤¹¤ë. ¤½¤ì¤¾¤ì¤Î
´ðËÜŪ¤Ê³«È¯ÍýÇ°¤Ï°Ê²¼¤Ç¤¢¤ë
</p>
<ul>
<li><a href="http://www.kc.t.u-tokyo.ac.jp/nl-resource/juman.html">Juman</a>
<p>
Juman °ÊÁ°¤Î¾¦ÍÑŪ¤ËÇÛÉÛ¤µ¤ì¤Æ¤¤¤¿·ÁÂÖÁDzòÀÏ´ï¤Ï, ¼­½ñ¤äÉÊ»ìÂηÏ
Ï¢Àܵ¬Â§¤Ï¤Û¤Ü¸ÇÄꤵ¤ì¤Æ¤ª¤ê, ¥æ¡¼¥¶¼«¿È¼«Í³¤ËÄêµÁ¤Ç¤­¤Ê¤«¤Ã¤¿. Juman ¤Ï
¤³¤ì¤é¤ÎÄêµÁ¤¹¤Ù¤Æ³°Éô¤Ë½Ð¤·¼«Í³¤ÊÄêµÁ¤¬²Äǽ¤Ë¤Ê¤Ã¤¿. 
</p>
<p>
¼­½ñ¤ÏÈæ³ÓŪÆþ¼ê¤·¤ä¤¹¤¤¤¬, Ï¢ÀÜ¥³¥¹¥È¤äñ¸ìÀ¸µ¯¥³¥¹¥È¤ÎÄêµÁ¤Ï
¿Í¼ê¤Ë¤è¤Ã¤Æ¹Ô¤ï¤¶¤ë¤ò¤¨¤Ê¤«¤Ã¤¿. ²òÀϥߥ¹¤òȯ¸«¤¹¤ë¤¿¤Ó¤ËÉûºîÍѤ¬Ìµ¤¤ÈÏ
°Ï¤ÇÏ¢ÀÜ¥³¥¹¥È¤ò½¤Àµ¤¹¤ëɬÍפ¬¤¢¤ê, ³«È¯¥³¥¹¥È¤¬Â礭¤¤.
</p>
<p>
¤Þ¤¿, Juman ¤ÏÆüËܸì¤Î·ÁÂÖÁDzòÀϤȤ·¤Æ³«È¯¤µ¤ì¤Æ¤¤¤¿¤Î¤Ç, 
̤Ãθì½èÍý¤¬ÆüËܸì¤ËÆò½¤µ¤ì¤Æ¤ª¤ê, ̤Ãθì½èÍý¤ÎÄêµÁ¤ò
¼«Ê¬¤ÇÍ¿¤¨¤ë¤³¤È¤Ï¤Ç¤­¤Ê¤¤. ¤Þ¤¿, ÉÊ»ì¤Ï2³¬ÁؤޤǤ˸ÇÄꤵ¤ì¤Æ¤ª¤ê,
ÉÊ»ìÂηϤˤϰì¼ï¤ÎÀ©¸Â¤¬¤¢¤ë.
</p>

<li><a href="http://chasen.naist.jp">ChaSen</a>
<p>
ChaSen ¤Î¹×¸¥¤Î1¤Ä¤Ï, Åý·×½èÍý (HMM) ¤Ë¤è¤Ã¤ÆÏ¢ÀÜ¥³¥¹¥È¤äñ¸ìÀ¸µ¯¥³¥¹¥È¤ò
¿äÄꤹ¤ë¤è¤¦¤Ë¤Ê¤Ã¤¿ÅÀ¤Ë¤¢¤ë. ¤³¤Î½èÍý¤Î¤ª¤«¤²¤Ç, ²òÀϥߥ¹¤ò
ÃßÀѤ¹¤ë¤À¤±¤Ç¼«Æ°Åª¤Ë¥³¥¹¥ÈÃͤò¿äÄê¤Ç¤­¤ë¤è¤¦¤Ë¤Ê¤Ã¤¿.
¤µ¤é¤Ë, Éʻ쳬Áؤâ̵À©¸Â¤Ë¤Ê¤ê, ÉÊ»ìÂηϤò´Þ¤á¤Æ(ËÜÅö¤Î°ÕÌ£¤Ç)
¼«Í³¤ËÄêµÁ¤Ç¤­¤ë¤è¤¦¤Ë¤Ê¤Ã¤¿.
</p>

<p>
¤·¤«¤·, Ê£»¨¤ÊÉÊ»ìÂηϤˤ¹¤ì¤Ð¤¹¤ë¤Û¤É, ¥Ç¡¼¥¿¥¹¥Ñ¡¼¥¹¥Í¥¹¤ÎÌäÂ꤬
ȯÀ¸¤¹¤ë. HMM ¤ò»È¤¦¾ì¹ç, HMM ¤ÎÆâÉô¾õÂÖ(Hidden Class)¤ò 1¤Ä¤Ë¸ÇÄꤹ¤ë
ɬÍפ¬¤¢¤ë¤¿¤á, ³ÆÉʻ줫¤éÆâÉô¾õÂ֤ؤΡÖÊÑ´¹¡×¤¬É¬ÍפȤʤë. ñ½ã¤Ë¤Ï
³ÆÉÊ»ì¤ò1¤Ä¤ÎÆâÉô¾õÂ֤˳ä¤ê¤¢¤Æ¤ì¤Ð¤è¤¤¤¬, ³èÍѤޤǴޤá¤ÆÉÊ»ì¤ò
¤¹¤Ù¤ÆŸ³«¤¹¤ë¤È, ¤½¤Î¿ô¤Ï 500 ¤Ë¤âµÚ¤Ó, ÄãÉÑÅÙ¤ÎÉÊ»ì¤Ë¤Ä¤¤¤Æ
¿®ÍêÅ٤ι⤤¿äÄêÎ̤òÆÀ¤ë¤³¤È¤¬¤Ç¤­¤Ê¤¤. µÕ¤Ë, ÉÑÅ٤ι⤤¡Ö½õ»ì¡×Åù¤ÎÉÊ»ì¤Ï
¸ì×äâ´Þ¤á¤ÆÆâÉô¾õÂ֤ˤ·¤Ê¤¤¤È¹â¤¤ÀºÅÙ¤¬ÆÀ¤é¤ì¤Ê¤¤.
Ê£»¨¤ÊÉÊ»ìÂηϤˤ¹¤ì¤Ð¤¹¤ë¤Û¤É, ÆâÉô¾õÂÖ¤ÎÄêµÁ¤¬º¤Æñ¤Ë¤Ê¤ë.
¤Ä¤Þ¤ê, ¸½¾õ¤Î(Ê£»¨¤Ê)ÉÊ»ìÂηϤò°·¤¦¤Ë¤Ï, HMM ¤Ç¤ÏÎÏÉÔ­¤Ç¤¢¤ê,
¤½¤ì¤òÊä½õ¤¹¤ë¤¿¤á¤Î¿Í¼ê¥³¥¹¥È¤¬Â礭¤¯¤Ê¤Ã¤Æ¤¤¤ë.
</p>

<p>
¤Þ¤¿, ChaSen ¤Ë¤Ï¥³¥¹¥ÈÃÍ¿äÄê¥â¥¸¥å¡¼¥ë¤¬ÉÕÍ¿¤µ¤ì¤Æ¤¤¤Ê¤¤.
NAIST¤ÎÆâÉô¤Ç¤ÏÍøÍѤǤ­¤ë¤é¤·¤¤¤¬, ¾åµ­¤ÎÍýͳ¤«¤éÀßÄꤹ¤Ù¤­
¥Ñ¥é¥á¡¼¥¿¤¬Â¿¤¯, »È¤¤¤³¤Ê¤¹¤Î¤¬º¤Æñ¤Ç¤¢¤ë.
</p>

<p>¤µ¤é¤Ë, ChaSen ¤â̤Ãθì½èÍý¤â¥Ï¡¼¥É¥³¡¼¥Ç¥£¥ó¥°¤µ¤ì¤Æ¤ª¤ê
¼«Í³¤ËÄêµÁ¤¹¤ë¤³¤È¤Ï¤Ç¤­¤Ê¤¤.
</p>
</ul>

<h2>MeCab 0.90¤Îµ¡Ç½</h2>
<ul>
<li>¥³¥¹¥ÈÃÍ¿äÄê¤Ë <a
href="http://www.cis.upenn.edu/~pereira/papers/crf.pdf">Conditional Random Fields, CRF</a> ¤òºÎÍÑ <br>

    <p>
    HMM ¤Ï, Í£°ì¤ÎÆâÉô¾õÂÖ¤òÄêµÁ¤¹¤ëɬÍפ¬¤¢¤Ã¤¿. °ìÊý CRF ¤Ï¥ª¡¼¥Ð¥é¥Ã
    ¥×¤ò´Þ¤á¤¿Ê£¿ô¤ÎÆâÉô¾õÂÖ¤òÄêµÁ¤¹¤ë¤³¤È¤¬²Äǽ¤Ç¤¢¤ë. ¤³¤Îµ¡Ç½¤Ë¤è¤ê, 
    ºÙ¤¤Éʻ쳬ÁؤÈÁƤ¤Éʻ쳬ÁؤγÎΨÃͤòº®¤¼¤ë¤È¤¤¤Ã¤¿,
    ¡Ö¥¹¥à¡¼¥¸¥ó¥°¡×¤¬¼«Á³¤Ë¤«¤Ä¼«Æ°Åª¤Ë¼Â¸½¤Ç¤­¤ë. 
    ¤³¤ì¤Ï, Ê£»¨¤ÊÉÊ»ìÂηϤò°·¤¦¾å¤ÇÊØÍø¤Êµ¡Ç½¤Ç¤¢¤ê,
    ¿Í¼ê½èÍý¤òÂçÉý¤Ë´Êά²½¤¹¤ë¤³¤È¤¬¤Ç¤­¤ë.
    </p>

    <p>
    CRF ¤ÎºÎÍѤˤè¤ê, ÉÊ»ìÂηÏ, ñ¸ìĹ,  ¼­½ñ¤ÎÊѹ¹¤ËÂФ·½ÀÆð¤Ë¤«¤ÄÄ㥳¥¹¥È¤ÇÂбþ¤Ç¤­¤ë¤è¤¦¤Ë¤Ê¤ë.
    ¤µ¤é¤Ë, CRF ¤Ï, HMM ¤Î 1/3 ÄøÅ٤γؽ¬¥³¡¼¥Ñ¥¹¤ÇƱÄøÅÙ¤Î
    À­Ç½¤¬ÆÀ¤é¤ì¤ë¤³¤È¤¬Ê¬¤«¤Ã¤Æ¤¤¤ë. ¤Ä¤Þ¤ê, ¿·¤·¤¤¥É¥á¥¤¥ó¤Ø¤Î
    ŬÍѤȤ¤¤Ã¤¿»ö¤Ë¤âÄ㥳¥¹¥È¤ÇÂнè¤Ç¤­¤ë¤Ç¤¢¤í¤¦.
    </p>

    <p>
    ¤Þ¤¿, CRF ¤Ï, ¤³¤ì¤Þ¤Ç¤ÎºÇ¾®¥³¥¹¥ÈË¡¤È¤·¤ÆÄê¼°²½¤Ç¤­¤ë¤¿¤á,
    ²òÀÏ®ÅÙ¤ÎÎô²½¤Ï¤Ê¤¤.
    </p>

    <p>MeCab 0.90 ¤Ï, ¥³¥¹¥È¿äÄê¥×¥í¥°¥é¥à¤â´Þ¤áÇÛÉÛ¤¹¤ë.
    ºÇ¾®¸Â¤ÎÀßÄê¤Ç¤â¹â¤¤ÀºÅÙ¤¬ÆÀ¤é¤ì¤ë¤è¤¦¤Ê¥æ¡¼¥¶¥Ó¥ê¥Æ¥£¡¼¤ò
    Ä󶡤¹¤ë.</p>

<center>
<p><small>²òÀÏ·ë²Ì: ¾å Juman, ²¼ ChaSen¤È¤ÎÈæ³Ó. <br>
   seg:¤ï¤«¤Á½ñ¤­¤ÎÀºÅÙ, top:ÉÊ
    »ì¤Þ¤Ç´Þ¤á¤ë, all:³èÍѤޤǤ¹¤Ù¤Æ´Þ¤á¤ë<br>
E-HMMs ¤¬¸½¾õ¤Î MeCab/ChaSen</small></p>
<p><img src="result.png"></p></center>

<li>̤Ãθì½èÍý¤Î³°ÉôÄêµÁ<br>
  <p>
    MeCab 0.90 ¤Ç¤Ï, ¥æ¡¼¥¶¤¬Ì¤Ãθì½èÍý¤ÎÀïά¤ò¼«Í³¤ËÄêµÁ²Äǽ¤È¤Ê¤ë.
    ´ðËÜŪ¤ÊÀïά¤È¤·¤Æ»ú¼ï¤Ë´ð¤Å¤¯¤ï¤«¤Á½ñ¤­¤ò¹Ô¤¦. 
    »ú¼ï¤½¤Î¤â¤Î¤ÎÄêµÁ(¤É¤Îʸ»ú¥³¡¼¥É¤¬¤É¤Î»ú¼ï¤ËÂбþ¤¹¤ë¤«),
    ³Æ»ú¼ï¤ËÂФ¹¤ë¤ï¤«¤Á½ñ¤­¤ÎÄêµÁ (¥°¥ë¡¼¥×²½¤¹¤ë¤«, Nʸ»ú¤Å¤Ä¤Þ¤È¤á¤ë
    ¤«), ¤ï¤«¤Á½ñ¤­¤µ¤ì¤¿¤â¤Î¤Ë¤É¤Î¤è¤¦¤ÊÉÊ»ì¤ò³ä¤ê¤¢¤Æ¤ë¤«.
    ¤È¤¤¤¿»ö¤¬¥æ¡¼¥¶¼«¿È¤ÇÄêµÁ¤Ç¤­¤ë.
 </p>

 <p>»ú¼ï¤òɽ¸½¤¹¤ë¤¿¤á¤ÎÆâÉô¥³¡¼¥É¤Ë Unicode ¤òÍѤ¤¤Æ¤ª¤ê,
    ̤Ãθì½èÍý¤Î¸À¸ìÈó°Í¸À­¤¬(ÉôʬŪ¤Ë)¼Â¸½¤Ç¤­¤ë.
  </p>

 <p>¤Þ¤¿, ̤Ãθì½èÍý¤Î¥Ñ¥é¥á¡¼¥¿¤â CRF ¤Ë¤è¤ê¿äÄꤵ¤ì¤ë. 
    ChaSen ¤ä Juman ¤ËÈæ¤Ù¤ì¤Ð, ̤Ãθì¤ËÂФ¹¤ë ²òÀÏÀºÅ٤θþ¾å¤¬´üÂԤǤ­¤ë
 </p>

<p>²òÀÏÎã</p>

<p>MeCab 0.81 ¤Î²òÀÏ·ë²Ì</p>
<pre>
¥Û¥ê¥¨¥â¥ó»á¤Ë²ñ¤Ã¤¿¡£
¥Û      ̾»ì,°ìÈÌ,*,*,*,*,¥Û,¥Û,¥Û
¥ê¥¨    ̾»ì,¸Çͭ̾»ì,¿Í̾,̾,*,*,¥ê¥¨,¥ê¥¨,¥ê¥¨
¥â¥ó    ̾»ì,¸Çͭ̾»ì,°ìÈÌ,*,*,*,¥â¥ó,¥â¥ó,¥â¥ó
»á      ̾»ì,ÀÜÈø,¿Í̾,*,*,*,»á,¥·,¥·
¤Ë      ½õ»ì,³Ê½õ»ì,°ìÈÌ,*,*,*,¤Ë,¥Ë,¥Ë
²ñ¤Ã    Æ°»ì,¼«Î©,*,*,¸ÞÃÊ¡¦¥ï¹ÔÂ¥²»ÊØ,Ï¢ÍÑ¥¿Àܳ,²ñ¤¦,¥¢¥Ã,¥¢¥Ã
¤¿      ½õÆ°»ì,*,*,*,Æü졦¥¿,´ðËÜ·Á,¤¿,¥¿,¥¿
¡£      µ­¹æ,¶çÅÀ,*,*,*,*,¡£,¡£,¡£</pre>

<p>MeCab 0.90 ¤Î²òÀÏ·ë²Ì (¼þÊդΥ³¥ó¥Æ¥­¥¹¥È¤ò¹Íθ¤·¤Ê¤¬¤é¡Ö¥Û¥ê¥¨¥â¥ó¡×¤òÀµ¤·¤¯²òÀϤǤ­¤ë)</p>
<pre>
¥Û¥ê¥¨¥â¥ó»á¤Ë²ñ¤Ã¤¿¡£
¥Û¥ê¥¨¥â¥ó      ̾»ì,¸Çͭ̾»ì,¿Í̾,°ìÈÌ,*,*,*   0,10
»á      ̾»ì,ÀÜÈø,¿Í̾,*,*,*,»á,¥·,¥·   10,12
¤Ë      ½õ»ì,³Ê½õ»ì,°ìÈÌ,*,*,*,¤Ë,¥Ë,¥Ë 12,14
²ñ¤Ã    Æ°»ì,¼«Î©,*,*,¸ÞÃÊ¡¦¥ï¹ÔÂ¥²»ÊØ,Ï¢ÍÑ¥¿Àܳ,²ñ¤¦,¥¢¥Ã,¥¢¥Ã
14,18
¤¿      ½õÆ°»ì,*,*,*,Æü졦¥¿,´ðËÜ·Á,¤¿,¥¿,¥¿   18,20
¡£      µ­¹æ,¶çÅÀ,*,*,*,*,¡£,¡£,¡£      20,22</pre>

 <li>¥½¥Õ¥È¤Ê¤ï¤«¤Á½ñ¤­</li>
  <p>
    ·ÁÂÖÁDzòÀÏ´ï¤Î»Å»ö¤Ï, ¤ª¤ª¤¶¤Ã¤Ñ¤Ë¸À¤¨¤Ð¡ÖÆþÎÏʸ¤ò·ÁÂÖÁǤ˶èÀÚ¤ë¡×¤³
    ¤È¤Ë¤¢¤ë. ¤·¤«¤· ¡ÖËÜÉôĹ¡×¤Î¤è¤¦¤ËñÆȤβò¤òÆÀ¤é¤ì¤Ê¤¤¾ì¹ç¤¬¤¢¤ë. 
    (ËÜ/ÉôĹ or ËÜÉô/Ĺ). ¤Þ¤¿Ä¹¤¤Ê£¹ç¸ì¤¬ÄêµÁ¤µ¤ì¤Æ¤¤¤ë»þ,
    ¤½¤Î¹½À®¸ì¤¬½ÐÎϤµ¤ì¤Ê¤¤¤È¤¤¤¦ÌäÂê¤â¤¢¤ë.
  </p>

  <p>MeCab 0.90 ¤Ç¤Ï, ¡ÖÆþÎÏʸ¤ò·ÁÂÖÁǤ˶èÀÚ¤ë¡×¤È¤¤¤¦µ¡Ç½¤È¤ÏÊ̤Î
    ¡ÖÆþÎÏʸ¤«¤é·ÁÂÖÁǤòÃê½Ð¤¹¤ë¡×¤È¤¤¤¦µ¡Ç½¤òÄ󶡤¹¤ë. 
    ¡Ö·ÁÂÖÁǤòÃê½Ð¤¹¤ë¡×µ¡Ç½¤ò¼Â¸½¤¹¤ë¤Ë¤Ï, ÆþÎÏʸ¤Î¤¹¤Ù¤Æ¤ÎÉôʬʸ»úÎó¤Î¡Ö·ÁÂÖÁǤ餷¤µ¡×¤ò
    »»½Ð¤¹¤ëɬÍפ¬¤¢¤ë. MeCab 0.90 ¤Ç¤Ï  ¤³¤Î¡Ö·ÁÂÖÁǤ餷¤µ¡×¤ò¡Ö·ÁÂÖÁǼþÊÕ³ÎΨ¡×
    ¤È¤¤¤¦·Á¤Ç»»½Ð¤¹¤ë. ¾ÜºÙ¤Ï¸À¸ì½èÍý³Ø²ñ 2005 ¤Ë¤Æ<a
    href="http://chasen.org/~taku/publications/nlp2005.pdf">ȯɽ</a>ºÑ¤ß
  </p>
    
<p>
    °Ê²¼¤¬²òÀÏÎã¤Ç¤¢¤ë
</p>

<pre>
ËÜÉôĹ
ËÜÉô    ̾»ì,¸Çͭ̾»ì,ÃÏ°è,°ìÈÌ,*,*,ËÜÉô,¥â¥È¥Ö,¥â¥È¥Ö      0.026441     
ËÜÉô    ̾»ì,°ìÈÌ,*,*,*,*,ËÜÉô,¥Û¥ó¥Ö,¥Û¥ó¥Ö        0.619559    *
ËÜ      ̾»ì,¸Çͭ̾»ì,¿Í̾,À«,*,*,ËÜ,¥â¥È,¥â¥È      0.010897     
ËÜ      ̾»ì,°ìÈÌ,*,*,*,*,ËÜ,¥Û¥ó,¥Û¥ó      0.046961     
ËÜ      ÀÜƬ»ì,̾»ìÀܳ,*,*,*,*,ËÜ,¥Û¥ó,¥Û¥ó        0.292945     
ÉôĹ    ̾»ì,°ìÈÌ,*,*,*,*,ÉôĹ,¥Ö¥Á¥ç¥¦,¥Ö¥Á¥ç¡¼            0.352623     
Ĺ      ̾»ì,°ìÈÌ,*,*,*,*,Ĺ,¥Á¥ç¥¦,¥Á¥ç¡¼          0.013549     
Ĺ      ̾»ì,ÀÜÈø,°ìÈÌ,*,*,*,Ĺ,¥Á¥ç¥¦,¥Á¥ç¡¼       0.624362    *
</pre>

<p>
* ¤¬ÉÕ¤¤¤¿¤â¤Î¤¬¼ÂºÝ¤Î²òÀÏ·ë²Ì. ¡Ö·ÁÂÖÁǤ餷¤µ(·ÁÂÖÁǼþÊÕ³ÎΨ)¡×¤âƱ»þ¤Ë
½ÐÎϤµ¤ì¤ë
</p>

<p>
¡Ö·ÁÂÖÁǤ餷¤é¡×¤ÏÆþÎÏʸ¤Ë¤è¤Ã¤ÆÊѤï¤ë¤³¤È¤ËÃí°Õ¤µ¤ì¤¿¤¤.
</p>

<pre>
¾¾Ëܤµ¤ó¤Ë²ñ¤¦¡£
¾¾ËÜ    ̾»ì,¸Çͭ̾»ì,¿Í̾,À«,*,*,¾¾ËÜ,¥Þ¥Ä¥â¥È,¥Þ¥Ä¥â¥È            0.989497    *
¤µ¤ó    ̾»ì,ÀÜÈø,¿Í̾,*,*,*,¤µ¤ó,¥µ¥ó,¥µ¥ó         0.998228    *
¤Ë      ½õ»ì,³Ê½õ»ì,°ìÈÌ,*,*,*,¤Ë,¥Ë,¥Ë     0.990367    *
²ñ¤¦    Æ°»ì,¼«Î©,*,*,¸ÞÃÊ¡¦¥ï¹ÔÂ¥²»ÊØ,´ðËÜ·Á,²ñ¤¦,¥¢¥¦,¥¢¥¦        0.999387    *
¡£      µ­¹æ,¶çÅÀ,*,*,*,*,¡£,¡£,¡£          0.999999    *
EOS
¾¾ËܻԤ˹Ԥ¯¡£
¾¾ËÜ    ̾»ì,¸Çͭ̾»ì,ÃÏ°è,°ìÈÌ,*,*,¾¾ËÜ,¥Þ¥Ä¥â¥È,¥Þ¥Ä¥â¥È          0.919221    *
¾¾ËÜ    ̾»ì,¸Çͭ̾»ì,¿Í̾,À«,*,*,¾¾ËÜ,¥Þ¥Ä¥â¥È,¥Þ¥Ä¥â¥È            0.073882     
»Ô      ̾»ì,ÀÜÈø,ÃÏ°è,*,*,*,»Ô,¥·,¥·       0.886151    *
»Ô      ̾»ì,°ìÈÌ,*,*,*,*,»Ô,¥·,¥·          0.110607     
¤Ë      ½õ»ì,Éû»ì²½,*,*,*,*,¤Ë,¥Ë,¥Ë        0.013169     
¤Ë      ½õ»ì,³Ê½õ»ì,°ìÈÌ,*,*,*,¤Ë,¥Ë,¥Ë     0.986618    *
¹Ô¤¯    Æ°»ì,¼«Î©,*,*,¸ÞÃÊ¡¦¥«¹ÔÂ¥²»ÊØ,´ðËÜ·Á,¹Ô¤¯,¥¤¥¯,¥¤¥¯        0.966972    *
¹Ô¤¯    Æ°»ì,¼«Î©,*,*,¸ÞÃÊ¡¦¥«¹ÔÂ¥²»Êإ楯,´ðËÜ·Á,¹Ô¤¯,¥æ¥¯,¥æ¥¯            0.030681     
¡£      µ­¹æ,¶çÅÀ,*,*,*,*,¡£,¡£,¡£          0.999997    *
EOS
</pre>

<p>¾åµ­¤Î¤è¤¦¤Ë¡Ö¾¾ËܡפηÁÂÖÁǤ餷¤µ¤Ï¼þÊդΥ³¥ó¥Æ¥­¥¹¥È¤ÇÊѲ½¤¹¤ë</p>

<li>Ê£¿ô¤Î²òÀÏ¥â¥Ç¥ë¤ò²òÀÏ´ï¤È¤ÏÊ̤ËÇÛÉÛ
<p>²òÀÏ´ï¤È¥Ñ¥é¥á¡¼¥¿(¼­½ñ, Ï¢ÀÜ¥³¥¹¥È)¤¬´°Á´¤ËÆÈΩ¤Ë
À߷פµ¤ì¤ë¤Î¤Ç, °Ê²¼¤Î¼­½ñ¤Ë¤Ä¤¤¤Æ¤Î¥Ñ¥é¥á¡¼¥¿¤ò¸ÄÊ̤ËÇÛÉÛ¤¹¤ë.
¤¿¤À¤·, ¥é¥¤¥»¥ó¥¹¤Ï¸Ä¡¹¤Î¼­½ñ¤Ë½à¤º¤ë
</p>
<ul>
<li>IPADIC
<li>JUMAN 
<li>CSJ (Ïä·¸ÀÍÕ¥³¡¼¥Ñ¥¹)
<li>EDR 
<li>Canna (³Ø½¬ÍÑ¥³¡¼¥Ñ¥¹¤¬Ìµ¤¤¤Î¤Çºî¤ë¤«¤â?)
<li>Ãæ¹ñ¸ì²òÀÏ (̤Äê)
<li>±Ñ¸ì²òÀÏ (̤Äê)
</ul>
</ul>

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