Machine learning with big data: Challenges and approaches
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 …
process optimization, empowering insight discovery and improving decision making. The …
The state of the art in sentiment visualization
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 …
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 …
malicious software (malware) attackers that calls for efficient monitoring of vulnerable …
Targetvue: Visual analysis of anomalous user behaviors in online communication systems
Users with anomalous behaviors in online communication systems (eg email and social
medial platforms) are potential threats to society. Automated anomaly detection based on …
medial platforms) are potential threats to society. Automated anomaly detection based on …
Bridging text visualization and mining: A task-driven survey
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 …
academic research and the commercial world. To provide an overview of the relevant …
A survey on visual analytics of social media data
The unprecedented availability of social media data offers substantial opportunities for data
owners, system operators, solution providers, and end users to explore and understand …
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
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 …
score inconsistency in increasing product sales which vary for low and high involvement …
A space-time framework for sentiment scope analysis in social media
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 …
authoritativeness and convincing ability of a user toward other users on one or more social …