Introduction Periodic High Utility Itemsets (PHUIs) Web Application

Feature

The local web app to finding Periodic High Utility Itemsets develop using Java Spring, SPMF API.

• Input: transaction database with SPMF format, details description on document page. User defined parameters.
• Output: All PHUIs satisfy the conditions.

System Re-requisites

• JDK 21 or newer.
• OS: Windows 11, Linux.
• IDE: Intellij, Eclipse

Installation Guide

Step 1: Clone project repo from GitHub

Download zip file from GitHub repo of using Git Command below.

git clone https://github.com/thnhan1/phm-demo.git

Step 2: Build spring boot application using Maven

Change directory to root folder of Spring Boot project (located of pom.xml). Using Maven command to build .jar file of application.

• Windows:

./mvnw.cmd clean package

• Linux:

./mvnw clean package

Build result located in root folder: target/phm-0.0.1-SNAPSHOT.jar

Step 3: Run Spring Boot Application

Using IntelliJ IDEA or using command.

java -jar target/phm-0.0.1-SNAPSHOT.jar

Step 4: Open Web browser

Access url http://localhost:8080 to using application.

Website Structure

Website map

• Home page (/: Input form of PHM algorithm.
• Algorithm theorem page (/algorithm): Summary PHM algorithm
• Datasets page (/dataset): list of open dataset resources available for run PHM algorithm.
• Result page (/run): result of PHM algorithm, you can download result to computer.

Screenshot

• Home page

• Result page

References:

• An Open-Source Data Mining Library version v2.62 released the 12th June 2024.

Contributes

• Pull this repo
• Request feature using GitHub issues.
• Contact to me: @thanhan1