Characterizing provenance in visualization and data analysis: an organizational framework of provenance types and purposes

ED Ragan, A Endert, J Sanyal… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
While the primary goal of visual analytics research is to improve the quality of insights and
findings, a substantial amount of research in provenance has focused on the history of …

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 …

Analyzing the use of concept maps in computer science: A systematic mapping study

V SANTOS, ÉF SOUZA, KR Felizardo… - Informatics in …, 2017 - ceeol.com
Context: concept Maps (CMs) enable the creation of a schematic representation of a domain
knowledge. For this reason, CMs have been applied in different research areas, including …

Bridging text visualization and mining: A task-driven survey

S Liu, X Wang, C Collins, W Dou… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visual text analytics has recently emerged as one of the most prominent topics in both
academic research and the commercial world. To provide an overview of the relevant …

Supporting handoff in asynchronous collaborative sensemaking using knowledge-transfer graphs

J Zhao, M Glueck, P Isenberg… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
During asynchronous collaborative analysis, handoff of partial findings is challenging
because externalizations produced by analysts may not adequately communicate their …

VisPorter: facilitating information sharing for collaborative sensemaking on multiple displays

H Chung, C North, JZ Self, S Chu, F Quek - Personal and Ubiquitous …, 2014 - Springer
The multiplicity of computing and display devices currently available presents new
opportunities for how visual analytics is performed. One of the significant inherent …

RAMPARTS: Supporting sensemaking with spatially-aware mobile interactions

P Wozniak, N Goyal, P Kucharski, L Lischke… - Proceedings of the …, 2016 - dl.acm.org
Synchronous colocated collaborative sensemaking requires that analysts share their
information and insights with each other. The challenge is to know when is the right time to …

Crowdia: Solving mysteries with crowdsourced sensemaking

T Li, K Luther, C North - Proceedings of the ACM on Human-Computer …, 2018 - dl.acm.org
The increasing volume of text data is challenging the cognitive capabilities of expert
analysts. Machine learning and crowdsourcing present new opportunities for large-scale …

Beyond tasks: An activity typology for visual analytics

D Edge, NH Riche, J Larson… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
As Visual Analytics (VA) research grows and diversifies to encompass new systems,
techniques, and use contexts, gaining a holistic view of analytic practices is becoming ever …

Effects of implicit sharing in collaborative analysis

N Goyal, G Leshed, D Cosley, SR Fussell - Proceedings of the SIGCHI …, 2014 - dl.acm.org
When crime analysts collaborate to solve crime cases, they need to share insights in order to
connect the clues, identify a pattern, and attribute the crime to the right culprit. We designed …