Theory building with big data-driven research–Moving away from the “What” towards the “Why”

AK Kar, YK Dwivedi - International Journal of Information Management, 2020 - Elsevier
Data availability and access to various platforms, is changing the nature of Information
Systems (IS) studies. Such studies often use large datasets, which may incorporate …

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 …

Research on entrepreneurial orientation: current status and future agenda

CDP Martens, FM Lacerda, AC Belfort… - International Journal of …, 2016 - emerald.com
Purpose–Research on entrepreneurial orientation (EO) has attracted researchers' attention
for over 30 years. The purpose of this paper is to comprehensively analyze the body of …

Textflow: Towards better understanding of evolving topics in text

W Cui, S Liu, L Tan, C Shi, Y Song… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Understanding how topics evolve in text data is an important and challenging task. Although
much work has been devoted to topic analysis, the study of topic evolution has largely been …

Local affine multidimensional projection

P Joia, D Coimbra, JA Cuminato… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Multidimensional projection techniques have experienced many improvements lately,
mainly regarding computational times and accuracy. However, existing methods do not yet …

A survey of visual analytics techniques and applications: State-of-the-art research and future challenges

GD Sun, YC Wu, RH Liang, SX Liu - Journal of Computer Science and …, 2013 - Springer
Visual analytics employs interactive visualizations to integrate users' knowledge and
inference capability into numerical/algorithmic data analysis processes. It is an active …

Quality metrics for information visualization

M Behrisch, M Blumenschein, NW Kim… - Computer Graphics …, 2018 - Wiley Online Library
The visualization community has developed to date many intuitions and understandings of
how to judge the quality of views in visualizing data. The computation of a visualization's …

An evaluation of semantically grouped word cloud designs

MA Hearst, E Pedersen, L Patil, E Lee… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Word clouds continue to be a popular tool for summarizing textual information, despite their
well-documented deficiencies for analytic tasks. Much of their popularity rests on their playful …

OpinionSeer: interactive visualization of hotel customer feedback

Y Wu, F Wei, S Liu, N Au, W Cui… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
The rapid development of Web technology has resulted in an increasing number of hotel
customers sharing their opinions on the hotel services. Effective visual analysis of online …

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 …