• 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);
    ?>
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  • 原文地址:https://www.cnblogs.com/23lalala/p/3400492.html
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