<?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); ?>