Visualization in the preprocessing phase: an interview study with enterprise professionals

A Milani, F Paulovich, I Manssour - arXiv preprint arXiv:1908.07894, 2019 - arxiv.org
… addressing this subject and reporting important perceptions from enterprise data analysis,
it still did not cover our entire list, nor did it present its design implications in an approach that …

Critical success factors of enterprise data analytics and visualization ecosystem: An interview study

M Daradkeh - International Journal of Information Technology …, 2019 - igi-global.com
… in enterprises. In order to bridge this knowledge gap, this study presents an integrative
framework synthesizing a set of CSFs for implementing DAV platforms in enterprises. A qualitative …

[PDF][PDF] Data visualization in support of executive decision making

J Moore - … Journal of Information, Knowledge, and Management, 2017 - core.ac.uk
… and data analysts using semi-structured interview techniques. … the use of data visualization,
a big data analysis technique, to … In the enterprise domain, data has traditionally been …

Methodology for linked enterprise data quality assessment through information visualizations

D Gürdür, J El-khoury, M Nyberg - Journal of Industrial Information …, 2019 - Elsevier
… literature was studied, interviews and meetings were conducted, an information visualization
… However, when the solution was to be used for data analysis, data quality became important…

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

S Alspaugh, N Zokaei, A Liu, C Jin… - … on visualization and …, 2018 - ieeexplore.ieee.org
Enterprise data analysis and visualization: An interview study. IEEE Transactions on
Visualization and Computer Graphics, 18(12):2917–2926, 2012. [8] E. Kandogan, A. …

The interactive visualization gap in initial exploratory data analysis

A Batch, N Elmqvist - IEEE transactions on visualization and …, 2017 - ieeexplore.ieee.org
interview study similar to our own in that they analyze data scientists’ self-reported work
processes, and attempted to interview … They propose three main archetypes that data scientists …

Integrated knowledge visualization and the enterprise digital twin system for supporting strategic management decision

MR Yan, LY Hong, K Warren - Management Decision, 2022 - emerald.com
… tools in order to answer the research questions with maximum breadth. Based on the model,
semi-structured interviews and structured data analysis were conducted along with meeting …

Goals, process, and challenges of exploratory data analysis: An interview study

K Wongsuphasawat, Y Liu, J Heer - arXiv preprint arXiv:1911.00568, 2019 - arxiv.org
study experts whose jobs primarily involve data analysis. A few studies [21, 44, 57] examine
data analysisEnterprise data analysis and visualization: An interview study. In IEEE Visual …

The unmet data visualization needs of decision makers within organizations

E Dimara, H Zhang, M Tory… - … on Visualization and …, 2021 - ieeexplore.ieee.org
… Our findings stress the need to expand visualization design beyond data analysis into tools
… in the visualization research literature. Across a survey and interviews of organizational …

Let's get in touch-decision making about enterprise architecture using 3D visualization in augmented reality

K Rehring, M Greulich, L Bredenfeld, F Ahlemann - 2019 - scholarspace.manoa.hawaii.edu
… familiarity with the research objectives, designing the interview guide, establishing an
appropriate evaluation environment, conducting the applicability check, and analyzing the data [36]…