Towards felicitous decision making: An overview on challenges and trends of Big Data

H Wang, Z Xu, H Fujita, S Liu - Information Sciences, 2016 - Elsevier
Abstract The era of Big Data has arrived along with large volume, complex and growing data
generated by many distinct sources. Nowadays, nearly every aspect of the modern society is …

Multimodal sentiment analysis: A survey and comparison

R Kaur, S Kautish - Research anthology on implementing sentiment …, 2022 - igi-global.com
Multimodal sentiments have become the challenge for the researchers and are equally
sophisticated for an appliance to understand. One of the studies that support MS problems is …

Novel visual and statistical image features for microblogs news verification

Z **, J Cao, Y Zhang, J Zhou… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Microblog has been a popular media platform for reporting and propagating news. However,
fake news spreading on microblogs would severely jeopardize its public credibility. To …

Analytical map** of opinion mining and sentiment analysis research during 2000–2015

R Piryani, D Madhavi, VK Singh - Information Processing & Management, 2017 - Elsevier
The new transformed read-write Web has resulted in a rapid growth of user generated
content on the Web resulting into a huge volume of unstructured data. A substantial part of …

Multi-modal meta multi-task learning for social media rumor detection

H Zhang, S Qian, Q Fang, C Xu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapid development of social media platforms and the increasing scale of the social
media data, the rumor detection task has become vitally important since the authenticity of …

A deep multi-level attentive network for multimodal sentiment analysis

A Yadav, DK Vishwakarma - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Multimodal sentiment analysis has attracted increasing attention with broad application
prospects. Most of the existing methods have focused on a single modality, which fails to …

An attention-based unsupervised adversarial model for movie review spam detection

Y Gao, M Gong, Y **e, AK Qin - IEEE transactions on …, 2020 - ieeexplore.ieee.org
With the prevalence of the Internet, online reviews have become a valuable information
resource for people. However, the authenticity of online reviews remains a concern, and …

Dynamically shifting multimodal representations via hybrid-modal attention for multimodal sentiment analysis

R Lin, H Hu - IEEE Transactions on Multimedia, 2023 - ieeexplore.ieee.org
In the field of multimodal machine learning, multimodal sentiment analysis task has been an
active area of research. The predominant approaches focus on learning efficient multimodal …

Review on sentiment analysis for text classification techniques from 2010 to 2021

A Ullah, SN Khan, NM Nawi - Multimedia Tools and Applications, 2023 - Springer
Progression in the popularity of social media activities had provided huge amount of data in
the form of text that can immeasurably augment its specialty. This textual data offers a …

Multimodal disentangled domain adaption for social media event rumor detection

H Zhang, S Qian, Q Fang, C Xu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of social media and the increasing scale of social media data,
the rumor detection on social media platforms has become vitally crucial. The key …