使用 Levenshtein 距离重新排列单词

Question

总结

我正在尝试在 php 中查找名称匹配百分比，但在此之前我需要根据第一个字符串重新排列字符串中的单词。

源代码是关于什么的？

我有两个字符串。首先，如果在字符串中找到 space，我将两个字符串都添加到数组中，然后将其添加到数组中。 $arraydataBaseName 和 $arraybankData 来自我的第一个数组，即 $arraydataBaseName 我正在搜索 $arraybankData 的所有值并获取密钥。我得到了正确的键排列，但无法将它们特定位置的值排列到新数组中。

$dataBaseName = "Jardine Lloyd Thompson";
$bankdata = "Thompson Thompson Jardine"; 

$replacedataBaseName = preg_replace("#[\s]+#", " ", $dataBaseName);
$replacebankData = preg_replace("#[\s]+#", " ", $bankdata); 

$arraydataBaseName = explode(" ",$replacedataBaseName);
$arraybankData = explode(" ",$replacebankData); 

echo "<br/>";
print_r($arraydataBaseName);

$a="";
$i="";
$arraysize =  count($arraydataBaseName);

$push=array();
for($i=0;$i< $arraysize;$i++)
{     
  if(array_search($arraybankData[$i],$arraydataBaseName)>0)
  {
    ${"$a$i"} =  array_search($arraybankData[$i],$arraydataBaseName); 
    //echo ${"$a$i"};
    array_push($push,${"$a$i"});
   }    
 }
 print_r($push);

案例 1：

输入

数据库名称 = Jardine Lloyd Thompson

银行名称 = Thompson Jardine Lloyd

输出

ExpectedOutput = Jardine Lloyd Thompson

案例二：##

输入

数据库名称 = Jardine Lloyd Thompson

银行名称 = Thoapson Jordine Llayd

如果在上面的 DatabaseName 中找不到单词，那么预期的搜索将基于 leventish 算法单词，该单词的距离更小，将被视为关键

输出

ExpectedOutput = Jordine Llayd Thoapson

Description of Problem

问题更新

当用户输入 $bankdata 包含更多无法匹配的单词时，我需要将它们附加到末尾。

Answer 1

我已经分解了案例 1 和案例 2 中的代码。
但很明显，如果 var_export 为假，您将使用相同的变量执行案例 2 代码。

//Case 1:
$DatabaseName = "Jardine Lloyd Thompson";
$BankName = "Thompson Jardine Lloyd";

//Split and sort them
$data = explode(" ", $DatabaseName);
$bank = explode(" ", $BankName);
sort($data);
sort($bank);
Var_export(($data == $bank)); //true

//Case 2
$DatabaseName = "Jardine Lloyd Thompson";
$BankName = "Thoapson Jordine Llayd";

//Split and sort
$data = explode(" ", $DatabaseName);
$bank = explode(" ", $BankName);
sort($data);
sort($bank);

// Loop and accumulate the levenshtein return
$lev = 0;
foreach($data as $key => $name){
    $lev += levenshtein($name, $bank[$key]);
}

echo PHP_EOL . $lev; // 3 letters "off"

https://3v4l.org/eP5PE

情况 1 和情况 2 在同一代码中的示例。

$DatabaseName = "Jardine Lloyd Thompson";
$BankName = "Thoapson Jordine Llayd";

$data = explode(" ", $DatabaseName);
$bank = explode(" ", $BankName);
sort($data);
sort($bank);
if($data == $bank){
    echo "true";
    exit;
    // No need to do levenshtein
}

$lev = 0;
foreach($data as $key => $name){
    $lev += levenshtein($name, $bank[$key]);
}

echo PHP_EOL . $lev;

https://3v4l.org/RJSiB

Answer 2

这是一个简单的版本，随后逐字查找最佳匹配。

declare (strict_types=1);

$dataBaseName = 'Jardine Lloyd Thompson';

$bankdataRows =
[
  'Thompson Jardine Lloyd',
  'Blaaa  Llayd Thoapson   f***ing user input   Jordine   aso. ',
];

// assume the "database" is already stored trimmed since it is server-side controlled
$dbWords = preg_split("#[\s]+#", $dataBaseName);

foreach ($bankdataRows as $bankdata)
{
  // here we trim the data received from client-side.
  $bankWords = preg_split("#[\s]+#", trim($bankdata));
  $result    = [];

  if(!empty($bankWords))
    foreach ($dbWords as $dbWord)
    {
      $idx   = null;
      $least = PHP_INT_MAX;

      foreach ($bankWords as $k => $bankWord)
        if (($lv = levenshtein($bankWord, $dbWord)) < $least)
        {
          $least = $lv;
          $idx   = $k;
        }

      $result[] = $bankWords[$idx];
      unset($bankWords[$idx]);
    }

  $result = array_merge($result, $bankWords);
  var_dump($result);
}

结果

array(3) {
  [0] =>
  string(7) "Jardine"
  [1] =>
  string(5) "Lloyd"
  [2] =>
  string(8) "Thompson"
}

array(8) {
  [0] =>
  string(7) "Jordine"
  [1] =>
  string(5) "Llayd"
  [2] =>
  string(8) "Thoapson"
  [3] =>
  string(5) "Blaaa"
  [4] =>
  string(7) "f***ing"
  [5] =>
  string(4) "user"
  [6] =>
  string(5) "input"
  [7] =>
  string(4) "aso."
}

See live fiddle

您可能希望扩展此方法，首先计算每个可能组合的 Levenshtein 距离，然后 select 最佳的整个匹配。

使用 Levenshtein 距离重新排列单词

Rearrange words using Levenshtein distance

php

fuzzy-logic

fuzzywuzzy

案例 1：

案例二：##

问题更新