Vizml: A machine learning approach to visualization recommendation

K Hu, MA Bakker, S Li, T Kraska… - Proceedings of the 2019 …, 2019 - dl.acm.org
Visualization recommender systems aim to lower the barrier to exploring basic visualizations
by automatically generating results for analysts to search and select, rather than manually …

DIVE: A mixed-initiative system supporting integrated data exploration workflows

K Hu, D Orghian, C Hidalgo - Proceedings of the workshop on human-in …, 2018 - dl.acm.org
Generating knowledge from data is an increasingly important activity. This process of data
exploration consists of multiple tasks: data ingestion, visualization, statistical analysis, and …

Deconstructing categorization in visualization recommendation: A taxonomy and comparative study

DJL Lee, V Setlur, M Tory, K Karahalios… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Visualization recommendation (VisRec) systems provide users with suggestions for
potentially interesting and useful next steps during exploratory data analysis. These …

Agnostic visual recommendation systems: Open challenges and future directions

L Podo, B Prenkaj, P Velardi - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Visualization Recommendation Systems (VRSs) are a novel and challenging field of study
aiming to help generate insightful visualizations from data and support non-expert users in …

Visual Analytics for Understanding Draco's Knowledge Base

J Schmidt, B Pointner, S Miksch - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Draco has been developed as an automated visualization recommendation system
formalizing design knowledge as logical constraints in ASP (Answer-Set Programming) …

Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types

C Harris, RA Rossi, S Malik, J Hoffswell… - … Conference on Big …, 2023 - ieeexplore.ieee.org
Visualization recommendation systems make understanding data more accessible to users
of all skill levels by automatically generating visualizations for users to explore. However …

Προτάσεις για διαδραστική οπτικοποίηση χωρικών-κατηγορικών δεδομένων

Θ Ρούτση - 2024 - dione.lib.unipi.gr
Η οπτικοποίηση δεδομένων διαδραματίζει κρίσιμο ρόλο στις σύγχρονες επιχειρήσεις και
οργανισμούς. Σήμερα, οι όγκοι δεδομένων είναι πολύ αυξημένοι και οι αναλυτές πρέπει να …

[PDF][PDF] Blocks: Creating Rich Tables with Drag-and-Drop Interaction.

A Whilden, D Karis, V Setlur, R Degtyar, J Que… - EuroVis (Short …, 2022 - diglib.eg.org
We present Blocks, a formalism that enables the building of visualizations by specifying
layout, data relationships, and level of detail (LOD) for specific portions of the visualization …

[PDF][PDF] Visualizing Data Facts: A Comparative Study of Annotation Techniques and Their Impact on Users' Perceptions

DJF Braga - 2023 - maxwell.vrac.puc-rio.br
Dieinison Jack Freire Braga Visualizing Data Facts: A Comparative Study of Annotation
Techniques and Their Impact on Users’ Pe Page 1 Dieinison Jack Freire Braga Visualizing …