protected function evaluateDimension($text)
{
$mecab = mecab($text);
$mecab = $this->keywords->addKeywordIntoMecabInfo($mecab, array('動詞', '名詞', '形容詞', '形容動詞'));
$img = new IpcaImage();
$img->load_mecab($mecab);
$img->mul($this->filter);
$this->ipca->project($img->data, $vec);
return $vec;
}
public function evaluateLikelihood($text)
{
$mecab = mecab($text);
$mecab = $this->keywords->addKeywordIntoMecabInfo($mecab, array('動詞', '名詞', '形容詞', '形容動詞'));
$img = new IpcaImage();
$img->load_mecab($mecab);
$img->mul($this->filter);
$res = new IpcaImage();
$this->ipca->reflectProject($img->data, $res->data, $this->target);
return $res->data[$this->target];
}
function learn($text)
{
$mecab = mecab($text);
$blocks = $this->mecab2blocks($mecab);
$pre = null;
foreach ($blocks as $block) {
if (is_null($block)) {
continue;
}
if (is_null($pre)) {
$pre = $this->getBlockId($block);
continue;
}
$now = $this->getBlockId($block);
//var_dump($block);
$this->matrix[$pre][$now]++;
$pre = $now;
}
}
///// run !
$users = array();
for ($i = 1; $argv[$i]; $i++) {
$users[] = $argv[$i];
}
//$users = array(241032387);//hajimeh0shi
//$users = array(4029081);//hajimehoshi
//$users = array(19187659);//shokos
$users = array(212653601, 1);
//kawango
$table = KeywordsTable::singleton();
$table->loadTable(ConfPath::keywords());
$loader = new TwitterLog();
$score = new ScoreLogs();
$score->setTarget(3);
$score->setFilter(ConfPath::keywordsFilter());
foreach (glob(ConfPath::rawStatusList()) as $path) {
$loader->open($path);
while ($loader->read1Line()) {
$info = $loader->getArray();
if (!in_array($info['user_id'], $users)) {
continue;
}
$mecab = mecab($info['text']);
$info['mecab'] = $table->addKeywordIntoMecabInfo($mecab);
$score->score($info);
}
$score->printCount();
$loader->close();
}
$score->save();
