Deep learning for aspect-based sentiment analysis: a comparative review

HH Do, PWC Prasad, A Maag, A Alsadoon - Expert systems with …, 2019 - Elsevier
The increasing volume of user-generated content on the web has made sentiment analysis
an important tool for the extraction of information about the human emotional state. A current …

A survey on aspect-based sentiment classification

G Brauwers, F Frasincar - ACM Computing Surveys, 2022 - dl.acm.org
With the constantly growing number of reviews and other sentiment-bearing texts on the
Web, the demand for automatic sentiment analysis algorithms continues to expand. Aspect …

The four dimensions of social network analysis: An overview of research methods, applications, and software tools

D Camacho, A Panizo-LLedot, G Bello-Orgaz… - Information …, 2020 - Elsevier
Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …

BiERU: Bidirectional emotional recurrent unit for conversational sentiment analysis

W Li, W Shao, S Ji, E Cambria - Neurocomputing, 2022 - Elsevier
Sentiment analysis in conversations has gained increasing attention in recent years for the
growing amount of applications it can serve, eg, sentiment analysis, recommender systems …

Cross-subject multimodal emotion recognition based on hybrid fusion

Y Cimtay, E Ekmekcioglu, S Caglar-Ozhan - IEEE Access, 2020 - ieeexplore.ieee.org
Multimodal emotion recognition has gained traction in affective computing research
community to overcome the limitations posed by the processing a single form of data and to …

Sentiment analysis and topic recognition in video transcriptions

L Stappen, A Baird, E Cambria… - IEEE Intelligent …, 2021 - ieeexplore.ieee.org
Nowadays, videos are an integral modality for information sharing on the World Wide Web.
However, systems able to automatically understand the content and sentiment of a video are …

Over a decade of social opinion mining: a systematic review

K Cortis, B Davis - Artificial intelligence review, 2021 - Springer
Social media popularity and importance is on the increase due to people using it for various
types of social interaction across multiple channels. This systematic review focuses on the …

Survey on aspect detection for aspect-based sentiment analysis

MM Truşcǎ, F Frasincar - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis is an important tool to automatically understand the user-generated
content on the Web. The most fine-grained sentiment analysis is concerned with the …

Intelligent asset allocation via market sentiment views

FZ Xing, E Cambria, RE Welsch - ieee ComputatioNal …, 2018 - ieeexplore.ieee.org
The sentiment index of market participants has been extensively used for stock market
prediction in recent years. Many financial information vendors also provide it as a service …

Sentiment analysis with deep neural networks: comparative study and performance assessment

R Wadawadagi, V Pagi - Artificial Intelligence Review, 2020 - Springer
The current decade has witnessed the remarkable developments in the field of artificial
intelligence, and the revolution of deep learning has transformed the whole artificial …