A review of guidance approaches in visual data analysis: A multifocal perspective

D Ceneda, T Gschwandtner… - Computer Graphics …, 2019 - Wiley Online Library
Visual data analysis can be envisioned as a collaboration of the user and the computational
system with the aim of completing a given task. Pursuing an effective system‐user …

Lotse: A practical framework for guidance in visual analytics

F Sperrle, D Ceneda… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Co-adaptive guidance aims to enable efficient human-machine collaboration in visual
analytics, as proposed by multiple theoretical frameworks. This paper bridges the gap …

A typology of guidance tasks in mixed‐initiative visual analytics environments

I Pérez‐Messina, D Ceneda… - Computer Graphics …, 2022 - Wiley Online Library
Guidance has been proposed as a conceptual framework to understand how mixed‐
initiative visual analytics approaches can actively support users as they solve analytical …

Guide me in analysis: A framework for guidance designers

D Ceneda, N Andrienko, G Andrienko… - Computer Graphics …, 2020 - Wiley Online Library
Guidance is an emerging topic in the field of visual analytics. Guidance can support users in
pursuing their analytical goals more efficiently and help in making the analysis successful …

Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis

AZ Wang, D Borland, D Gotz - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Providing effective guidance for users has long been an important and challenging task for
efficient exploratory visual analytics, especially when selecting variables for visualization in …

Neva: Visual analytics to identify fraudulent networks

R A. Leite, T Gschwandtner, S Miksch… - Computer Graphics …, 2020 - Wiley Online Library
Trust‐ability, reputation, security and quality are the main concerns for public and private
financial institutions. To detect fraudulent behaviour, several techniques are applied …

Providing visual analytics guidance through decision support

W Han, HJ Schulz - Information Visualization, 2023 - journals.sagepub.com
Guidance in visual analytics aims to support users in accomplishing their analytical goals
and generating insights. Different approaches for guidance are widely adopted in many …

Visual parameter space exploration in time and space

N Piccolotto, M Bögl, S Miksch - Computer Graphics Forum, 2023 - Wiley Online Library
Computational models, such as simulations, are central to a wide range of fields in science
and industry. Those models take input parameters and produce some output. To fully exploit …

A heuristic approach for dual expert/end-user evaluation of guidance in visual analytics

D Ceneda, C Collins, M El-Assady… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Guidance can support users during the exploration and analysis of complex data. Previous
research focused on characterizing the theoretical aspects of guidance in visual analytics …

Show me your face: towards an automated method to provide timely guidance in visual analytics

D Ceneda, A Arleo, T Gschwandtner… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Providing guidance during a Visual Analytics session can support analysts in pursuing their
goals more efficiently. However, the effectiveness of guidance depends on many factors …