Interactive recommender systems: A survey of the state of the art and future research challenges and opportunities

C He, D Parra, K Verbert - Expert Systems with Applications, 2016 - Elsevier
Recommender systems have been researched extensively over the past decades. Whereas
several algorithms have been developed and deployed in various application domains …

Big data and deep data in scanning and electron microscopies: deriving functionality from multidimensional data sets

A Belianinov, R Vasudevan, E Strelcov, C Steed… - Advanced Structural and …, 2015 - Springer
The development of electron and scanning probe microscopies in the second half of the
twentieth century has produced spectacular images of the internal structure and composition …

[图书][B] Visualization analysis and design

T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding

Y Ye, R Huang, W Zeng - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …

Interactive dynamics for visual analysis: A taxonomy of tools that support the fluent and flexible use of visualizations

J Heer, B Shneiderman - Queue, 2012 - dl.acm.org
The increasing scale and availability of digital data provides an extraordinary resource for
informing public policy, scientific discovery, business strategy, and even our personal lives …

Visual comparison for information visualization

M Gleicher, D Albers, R Walker, I Jusufi… - Information …, 2011 - journals.sagepub.com
Data analysis often involves the comparison of complex objects. With the ever increasing
amounts and complexity of data, the demand for systems to help with these comparisons is …

Empirical studies in information visualization: Seven scenarios

H Lam, E Bertini, P Isenberg, C Plaisant… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
We take a new, scenario-based look at evaluation in information visualization. Our seven
scenarios, evaluating visual data analysis and reasoning, evaluating user performance …

Characterizing guidance in visual analytics

D Ceneda, T Gschwandtner, T May… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Visual analytics (VA) is typically applied in scenarios where complex data has to be
analyzed. Unfortunately, there is a natural correlation between the complexity of the data …

Evaluating information visualizations

S Carpendale - Information visualization: Human-centered issues and …, 2008 - Springer
Information visualization research is becoming more established, and as a result, it is
becoming increasingly important that research in this field is validated. With the general …

Survey on the analysis of user interactions and visualization provenance

K Xu, A Ottley, C Walchshofer, M Streit… - Computer Graphics …, 2020 - Wiley Online Library
There is fast‐growing literature on provenance‐related research, covering aspects such as
its theoretical framework, use cases, and techniques for capturing, visualizing, and …