njuptaaa/problem-recommendation

collaborative filtering recommender systems

dev-main 2022-03-06 03:11 UTC

Requires

• php: >=7.0

Requires (Dev)

• phpunit/phpunit: ^9.5

MIT

• Tiago A C Pereira
• John Zhang

• recommendation
• recommendation system
• recommender
• collaborative filtering
• recommender system
• euclidean distance
• recommendation algorithm
• slope one

README

NOJ Problem Recommendation based on awesome algorithm by tigoCaval.

Getting started

For PHP >= 7.0, require package using composer:

composer require njuptaaa/problem-recommendation

Supporting Algorithms

• ranking
• euclidean
• slope one

Introduction

Recommend a problem using collaborative filtering:

/**
 * $table gets the array from the database.
 * $user is the foreign key that represents the user who will receive the recommendation.
 */
use NJUPTAAA\ProblemRecommendation\Recommend;

$client = new Recommend();
$client->ranking($table, $user); // optional third parameter refers to the score not accepted
$client->euclidean($table, $user); // optional third parameter refers to the minimum accepted score
$client->slopeOne($table, $user); // optional third parameter refers to the minimum accepted score

Configuration

$client = new Recommend('score', 'pid', 'uid');