Enterprise data analysis and visualization: An interview study

S Kandel, A Paepcke, JM Hellerstein… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Organizations rely on data analysts to model customer engagement, streamline operations,
improve production, inform business decisions, and combat fraud. Though numerous …

From data to insight: work practices of analysts in the enterprise

E Kandogan, A Balakrishnan… - IEEE computer …, 2014 - ieeexplore.ieee.org
With greater availability of data, businesses are increasingly becoming data-driven
enterprises, establishing standards for data acquisition, processing, infrastructure, and …

The unmet data visualization needs of decision makers within organizations

E Dimara, H Zhang, M Tory… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
When an organization chooses one course of action over alternatives, this task typically falls
on a decision maker with relevant knowledge, experience, and understanding of context …

Information visualization evaluation in large companies: Challenges, experiences and recommendations

M Sedlmair, P Isenberg, D Baur… - Information …, 2011 - journals.sagepub.com
We examine the implications of evaluating data analysis processes and information
visualization tools in a large company setting. While several researchers have addressed …

Creation and collaboration: Engaging new audiences for information visualization

J Heer, F Van Ham, S Carpendale, C Weaver… - … Human-Centered Issues …, 2008 - Springer
In recent years we have seen information visualization technology move from an advanced
research topic to mainstream adoption in both commercial and personal use. This move is in …

How information visualization novices construct visualizations

L Grammel, M Tory, MA Storey - IEEE transactions on …, 2010 - ieeexplore.ieee.org
It remains challenging for information visualization novices to rapidly construct visualizations
during exploratory data analysis. We conducted an exploratory laboratory study in which …

A case study using visualization interaction logs and insight metrics to understand how analysts arrive at insights

H Guo, SR Gomez, C Ziemkiewicz… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We present results from an experiment aimed at using logs of interactions with a visual
analytics application to better understand how interactions lead to insight generation. We …

Futzing and moseying: Interviews with professional data analysts on exploration practices

S Alspaugh, N Zokaei, A Liu, C Jin… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
We report the results of interviewing thirty professional data analysts working in a range of
industrial, academic, and regulatory environments. This study focuses on participants' …

[PDF][PDF] Data visualization: past, present, and future

S Few, P Edge - IBM Cognos Innovation Center, 2007 - perceptualedge.com
Data visualization, the use of images to represent information, is only now becoming
properly appreciated for the benefits it can bring to business. It provides a powerful means …

An exploratory study of visual information analysis

P Isenberg, A Tang, S Carpendale - … of the SIGCHI conference on Human …, 2008 - dl.acm.org
To design information visualization tools for collaborative use, we need to understand how
teams engage with visualizations during their information analysis process. We report on an …