Machine learning with big data: Challenges and approaches

A L'heureux, K Grolinger, HF Elyamany… - Ieee …, 2017 - ieeexplore.ieee.org
The Big Data revolution promises to transform how we live, work, and think by enabling
process optimization, empowering insight discovery and improving decision making. The …

The state of the art in sentiment visualization

K Kucher, C Paradis, A Kerren - Computer graphics forum, 2018 - Wiley Online Library
Visualization of sentiments and opinions extracted from or annotated in texts has become a
prominent topic of research over the last decade. From basic pie and bar charts used to …

Use of data visualisation for zero‐day malware detection

S Venkatraman, M Alazab - Security and Communication …, 2018 - Wiley Online Library
With the explosion of Internet of Things (IoT) worldwide, there is an increasing threat from
malicious software (malware) attackers that calls for efficient monitoring of vulnerable …

Targetvue: Visual analysis of anomalous user behaviors in online communication systems

N Cao, C Shi, S Lin, J Lu, YR Lin… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Users with anomalous behaviors in online communication systems (eg email and social
medial platforms) are potential threats to society. Automated anomaly detection based on …

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 …

A survey on visual analytics of social media data

Y Wu, N Cao, D Gotz, YP Tan… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The unprecedented availability of social media data offers substantial opportunities for data
owners, system operators, solution providers, and end users to explore and understand …

Effects of online review positiveness and review score inconsistency on sales: A comparison by product involvement

SP Eslami, M Ghasemaghaei - Journal of Retailing and Consumer Services, 2018 - Elsevier
This study demonstrates the unique importance of online review positiveness and review
score inconsistency in increasing product sales which vary for low and high involvement …

A space-time framework for sentiment scope analysis in social media

G Bonifazi, F Cauteruccio, E Corradini… - Big Data and Cognitive …, 2022 - mdpi.com
The concept of scope was introduced in Social Network Analysis to assess the
authoritativeness and convincing ability of a user toward other users on one or more social …