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 …

Predictive analysis on Twitter: Techniques and applications

U Kursuncu, M Gaur, U Lokala, K Thirunarayan… - … research challenges and …, 2019 - Springer
Predictive analysis of social media data has attracted considerable attention from the
research community as well as the business world because of the essential and actionable …

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 Comprehensive Analysis and Investigation of the Public Discourse on Twitter about Exoskeletons from 2017 to 2023

N Thakur, KA Patel, A Poon, R Shah, N Azizi, C Han - Future Internet, 2023 - mdpi.com
Exoskeletons have emerged as a vital technology in the last decade and a half, with diverse
use cases in different domains. Even though several works related to the analysis of Tweets …

Modeling human behavior on social media in response to significant events

Y Tyshchuk, WA Wallace - IEEE Transactions on Computational …, 2018 - ieeexplore.ieee.org
Social media provides abundant, naturally occurring data on communications among
people that can reveal their behavior. Recent technological advancements have made …

SocialBrands: Visual analysis of public perceptions of brands on social media

X Liu, A Xu, L Gou, H Liu, R Akkiraju… - 2016 IEEE Conference …, 2016 - ieeexplore.ieee.org
Public perceptions of a brand is critical to its performance. While social media has
demonstrated a huge potential to shape public perceptions of brands, existing tools are not …

Wearing Masks Implies Refuting Trump?: Towards Target-specific User Stance Prediction across Events in COVID-19 and US Election 2020

H Zhang, H Kwak, W Gao, J An - Proceedings of the 15th ACM Web …, 2023 - dl.acm.org
People who share similar opinions towards controversial topics could form an echo chamber
and may share similar political views toward other topics as well. The existence of such …

[HTML][HTML] Breaking social media bubbles for information globalization: a cross-cultural and cross-language user-centered sense-making approach

X Liu, D He, D Wu - Data and Information Management, 2020 - Elsevier
With the globalization of data, online social media plays an active role in spreading
information and classifying people, and thinking about how to break the solidification of …

Voice of customer: a tone-based analysis system for online user engagement

X Liu, A Xu, V Sinha, R Akkiraju - Extended Abstracts of the 2018 CHI …, 2018 - dl.acm.org
Comprehensive analysis of online conversations is important for effective user engagement
in customer care. However, conventional approaches are not effective in analyzing customer …

Ranking convolutional recurrent neural networks for purchase stage identification on imbalanced Twitter data

H Adel, F Chen, YY Chen - Proceedings of the 15th Conference of …, 2017 - aclanthology.org
Users often use social media to share their interest in products. We propose to identify
purchase stages from Twitter data following the AIDA model (Awareness, Interest, Desire …