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Declarative Itemset Mining

This project aims to compare the performance of the Choco-Mining library (declarative approach) and the SPMF library (specialized algorithmic approach). It automatically selects the most suitable method based on the characteristics of the dataset and the type of query.


Prerequisites

  • Java 21+
  • Maven
  • Node.js / npm

Installation

Backend (Java)

Install the required dependencies:

./install-libs.sh
mvn clean install
mvn clean compile

Frontend (Typescript)

  • Install required dependencies:
npm install
  • Start the web application:
npm run app

Authors

Maya Soufan

Contributors

Paul Oriat
Jordy Andriamboavonjy
Elie Kanga

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