Home >Backend Development >PHP Tutorial >Example of php implementing PageRank

Example of php implementing PageRank

不言
不言Original
2018-07-05 16:24:021604browse

This article mainly introduces examples of how to implement PageRank in php. It has certain reference value. Now I share it with you. Friends in need can refer to it.

Simple implementation of PageRank algorithm in php

使用的web site模型

<?php
header("Content-type:text/html; charset=utf-8");
class PageRank{
    public $map = [];    
    public $rank = [];    
    public $inputList = []; // example web &#39;a&#39; (has input link): web &#39;b&#39;

    public $size;    
    public $keyValue = 0.85;    
    public function __construct(array $map) {
        $this->map = $map;        
        $this->size = count($this->map);
    }    //init rank score and transform &#39;map&#39; format to &#39;inputList&#39; format
    public function init()
    {
        $size = $this->size;        
        foreach ($this->map as $key => $value) {            
        $this->inputList[$key] = [];
        }        foreach ($this->map as $key => $value) {            
        $this->rank[$key] = 1/$size;            
        foreach ($value as $v) {                
        if (empty($this->inputList[$v])) {                    
        $this->inputList[$v][] = $key;
                } else {
                    array_push($this->inputList[$v], $key);
                }
            }

        }
    }    public function caculate()
    {
        $tmp = $this->rank;        
        $keyValue = $this->keyValue;        
        $size = $this->size;        
        foreach ($this->inputList as $key => $value) {            
        $score = (1 - $keyValue)/$size;            
        foreach ($value as $v) {                
        $cc = count($this->map[$v]);                
        if ($cc) {                    
        $score += ($keyValue*(1/$cc * $this->rank[$v]));
                }
            }            $tmp[$key] = $score;
        }        $this->rank = $tmp;
    }


}$map = [        &#39;a&#39; => [&#39;b&#39;, &#39;c&#39;, &#39;d&#39;],// web &#39;a&#39; (has out link): web &#39;b&#39;, web &#39;c&#39;, web &#39;d&#39;
        &#39;b&#39; => [&#39;a&#39;, &#39;d&#39;],        &#39;c&#39; => [&#39;b&#39;],        &#39;d&#39; => [&#39;b&#39;, &#39;c&#39;],
];$example = new PageRank($map);
$example->init();
echo &#39;<pre class="brush:php;toolbar:false">&#39;;for ($i = 0; $i < 10; $i++) {    
$example->caculate();
    var_dump($example->rank);
}

The above is the entire content of this article. I hope it will be helpful to everyone's study. For more related content, please pay attention to the PHP Chinese website!

Related recommendations:

php Complete the excel download function through html-table form

php ID card recognition ORC Method implementation

The above is the detailed content of Example of php implementing PageRank. For more information, please follow other related articles on the PHP Chinese website!

Statement:
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn