A review of emotion sensing: categorization models and algorithms

Z Wang, SB Ho, E Cambria - Multimedia Tools and Applications, 2020 - Springer
Sentiment analysis consists in the identification of the sentiment polarity associated with a
target object, such as a book, a movie or a phone. Sentiments reflect feelings and attitudes …

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 …

Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

Sentiment analysis using Twitter data: a comparative application of lexicon-and machine-learning-based approach

Y Qi, Z Shabrina - Social Network Analysis and Mining, 2023 - Springer
Social media platform such as Twitter provides a space where users share their thoughts
and opinion as well as connect, communicate, and contribute to certain topics using short …

Multi-level fine-scaled sentiment sensing with ambivalence handling

Z Wang, SB Ho, E Cambria - International Journal of Uncertainty …, 2020 - World Scientific
Social media represent a rich source of information, such as critiques, feedback, and other
opinions posted online by Internet users. Such information is typically a good reflection of …

Determining the efficiency of drugs under special conditions from users' reviews on healthcare web forums

E Saad, S Din, R Jamil, F Rustam, A Mehmood… - IEEE …, 2021 - ieeexplore.ieee.org
Sentiment analysis is the extraction and categorization of sentiments that have been
expressed in text data using text analysis techniques. Manifested by earlier studies …

Text mining-based four-step framework for smart speaker product improvement and sales planning

J Park, D Yang, HY Kim - Journal of Retailing and Consumer Services, 2023 - Elsevier
The smart speaker market, which is considered an early-stage market, is expected to grow
rapidly as smart speakers become a part of daily life. Consequently, manufacturers are …

Role of sentiment analysis in social media security and analytics

S Sharma, A Jain - Wiley Interdisciplinary Reviews: Data …, 2020 - Wiley Online Library
Social media, in recent times, has with eased an explosion of data with so many social
media platforms available to interact and express opinions freely. This has led to easy …

Fine-grained sentiment analysis of social media with emotion sensing

Z Wang, CS Chong, L Lan, Y Yang… - 2016 Future …, 2016 - ieeexplore.ieee.org
Social media is arguably the richest source of human generated text input. Opinions,
feedbacks and critiques provided by internet users reflect attitudes and sentiments towards …

Knowledge graph enhanced aspect-based sentiment analysis incorporating external knowledge

A Teo, Z Wang, H Pen, B Subagdja… - … Conference on Data …, 2023 - ieeexplore.ieee.org
Aspect-Based Sentiment Analysis (ABSA) is a type of sentiment analysis that could identify
and extract various aspects or features from text and determining the sentiment associated …