Praveen Soni PhD Thesis

The given columns in the dataset exceed the maximum number of unique values

The given dataset is very short to perform the analysis! Minimum number of columns in dataset should be atleast 2, but it have only 0 column.

Automatic Dashboard Recommendation System

Analyze your data in 3 steps:
Upload data -> Set your preferences -> Visualization and analysis

To get started, upload your file or Choose an existing data set

Choose from existing data set

Upload

*Our tool only support .CSV files with preprocessed data, get an example*

Features of our system

Users

Supports 3 types of users i.e Novice, Beginner and Expert

Completely Automatic

Our system is completely automatic

Interactive user interface

Our system is interactive and easy to use

User preferences

In our system, user can set their preferences

Simple and fast

Our system is simple and fast even novices can easily use it

Publications

  • 2) In Conference: IV-2023 (Finland)

    2) In Conference: IV-2023 (Finland)

    A genetic algorithm for automatic dashboard generation: first results

  • 3) Journal Paper: Visual Informatics (2024)

    3) Journal Paper: Visual Informatics (2024)

    A survey on Automatic Dashboard Recommendation Systems

  • 4) Conference Paper: EGC 2024 (France)

    4) Conference Paper: EGC 2024 (France)

    Un outil de génération automatique de tableaux de bord

  • 5) Coming Soon: Journal Paper

    5) Coming Soon: Journal Paper

    Complete System for Automatic Dashboard Generation

  • 1) In Conference: EDA-2022 (France)

    1) In Conference: EDA-2022 (France)

    Challenges for automatic dashboard generation systems in the context of novice users

  • 2) In Conference: IV-2023 (Finland)

    2) In Conference: IV-2023 (Finland)

    A genetic algorithm for automatic dashboard generation: first results

  • 3) Journal Paper: Visual Informatics (2024)

    3) Journal Paper: Visual Informatics (2024)

    A survey on Automatic Dashboard Recommendation Systems

  • 4) Conference Paper: EGC 2024 (France)

    4) Conference Paper: EGC 2024 (France)

    Un outil de génération automatique de tableaux de bord

  • 5) Coming Soon: Journal Paper

    5) Coming Soon: Journal Paper

    Complete System for Automatic Dashboard Generation

  • 1) In Conference: EDA-2022 (France)

    1) In Conference: EDA-2022 (France)

    Challenges for automatic dashboard generation systems in the context of novice users

Authors

Praveen Soni

Praveen Soni

PhD student

University of Tours

Cyril De Runz

Cyril De Runz

Associate Professor (HDR)

Thesis Co-director

Fatma Bouali

Fatma Bouali

Full Professor (HDR)

Thesis Co-director

Gilles Venturini

Gilles Venturini

Full Professor (HDR)

Thesis Director