[HTML][HTML] Science mapping: a systematic review of the literature

C Chen - Journal of data and information science, 2017 - sciendo.com
Science mapping is a generic process of domain analysis and visualization. The scope of a
science mapping study can be a scientific discipline, a field of research, or topic areas …

Explainable artificial intelligence: Concepts, applications, research challenges and visions

L Longo, R Goebel, F Lecue, P Kieseberg… - … -domain conference for …, 2020 - Springer
The development of theory, frameworks and tools for Explainable AI (XAI) is a very active
area of research these days, and articulating any kind of coherence on a vision and …

Grand challenges in immersive analytics

B Ens, B Bach, M Cordeil, U Engelke… - Proceedings of the …, 2021 - dl.acm.org
Immersive Analytics is a quickly evolving field that unites several areas such as
visualisation, immersive environments, and human-computer interaction to support human …

Effective use of Likert scales in visualization evaluations: A systematic review

L South, D Saffo, O Vitek, C Dunne… - Computer Graphics …, 2022 - Wiley Online Library
Likert scales are often used in visualization evaluations to produce quantitative estimates of
subjective attributes, such as ease of use or aesthetic appeal. However, the methods used to …

Opportunities and challenges for data physicalization

Y Jansen, P Dragicevic, P Isenberg… - proceedings of the 33rd …, 2015 - dl.acm.org
Physical representations of data have existed for thousands of years. Yet it is now that
advances in digital fabrication, actuated tangible interfaces, and shape-changing displays …

A multi-level typology of abstract visualization tasks

M Brehmer, T Munzner - IEEE transactions on visualization and …, 2013 - ieeexplore.ieee.org
The considerable previous work characterizing visualization usage has focused on low-level
tasks or interactions and high-level tasks, leaving a gap between them that is not addressed …

Design study methodology: Reflections from the trenches and the stacks

M Sedlmair, M Meyer, T Munzner - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Design studies are an increasingly popular form of problem-driven visualization research,
yet there is little guidance available about how to do them effectively. In this paper we reflect …

Visual interaction with dimensionality reduction: A structured literature analysis

D Sacha, L Zhang, M Sedlmair, JA Lee… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Dimensionality Reduction (DR) is a core building block in visualizing multidimensional data.
For DR techniques to be useful in exploratory data analysis, they need to be adapted to …

A survey on information visualization: recent advances and challenges

S Liu, W Cui, Y Wu, M Liu - The Visual Computer, 2014 - Springer
Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …

A systematic review on the practice of evaluating visualization

T Isenberg, P Isenberg, J Chen… - … on Visualization and …, 2013 - ieeexplore.ieee.org
We present an assessment of the state and historic development of evaluation practices as
reported in papers published at the IEEE Visualization conference. Our goal is to reflect on a …