两性文章判断

<?php
function scws($text){
    $cws = scws_new();
    $cws->set_charset('utf8');
    $cws->set_duality(true);
    $cws->set_ignore(true);
    $cws->set_multi(false);
    $cws->send_text($text);
    $idf = array();
    $word = array();
    while ($res = $cws->get_result())
    {
        foreach ($res as $tmp)
        {
            //是中文
            if ($tmp['len']>2 && $tmp['idf']>0) {
                $word[] = $tmp['word'];
                $idf[] = $tmp['idf'];
            }
        }
    }
    return array('idf'=>$idf, 'word'=>$word);
}
//P(两性类|特征词) = P(特征词|两性类)*p(两性文章比例)
function bys($text, $data) {
    $ret = scws($text);
    $word = $ret['word'];
    $r = 1;
    foreach ($data as $k=>$row) {
        $row['IDF']*$row['TF'];
    }
}

// function tf_idf($text, $data) {
//     $ret = scws($text);
//     $word = $ret['word'];
//     $r = 1;
//     $a = array();
//     $b = array();
//     foreach ($data as $key => $value) {
//         $a[] = $value['IDF'] * $value['TF'];
//         if (isset($key))
//     }
// }


//先验概率
$dataString = <<<EOF
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EOF;
$data = json_decode($dataString, true);

//测试数据
$test = array(
    "运动中也能练出阴道高潮 快练起来(多图)",
    "女人做爱激情时刻 最爱挑剔男人那些事",
    "女性婚前性行为的心理误区",
    "李小璐一秒变宋丹丹超雷人土照曝光 颠覆形象扮丑
");

foreach($test as $str) {
    var_dump(bys($str, $data));
} 


// //数据库查询
// $con = mysql_connect("feicuijy.com","mengjun","Mjak1231!");
// mysql_select_db("wordpress",$con);
// mysql_query("set names 'utf8'");
// $result = mysql_query("SELECT post_title FROM  `wp_posts` WHERE 1", $con);
// $sta = array();
// while($row = mysql_fetch_array($result, MYSQL_ASSOC)) {
//     $ret = scws($row['post_title']);
//     //处理分词结果
//     foreach($ret['word'] as $k=>$v) {
//         $sta[$v]['IDF'] = $ret['idf'][$k];
//         $sta[$v]['TF'] = isset($sta[$v]['TF']) ? ($sta[$v]['TF']+1) : 1;
//     }
//     //处理分词结果
//     foreach($ret['word'] as $k=>$v) {
//         $sta[$v]['IDF'] = $ret['idf'][$k];
//         $sta[$v]['TF'] = isset($sta[$v]['TF']) ? ($sta[$v]['TF']+1) : 1;
//     }
//     echo $row['post_title'].'</br>';
//     flush();
// }
// var_dump($sta);
// echo '</br>'.json_encode($sta);

// mysql_close($con);
?>