Issues and challenges of aspect-based sentiment analysis: A comprehensive survey

A Nazir, Y Rao, L Wu, L Sun - IEEE Transactions on Affective …, 2020 - ieeexplore.ieee.org
The domain of Aspect-based Sentiment Analysis, in which aspects are extracted, their
sentiments are analysed and sentiments are evolved over time, is getting much attention …

A systematic review on implicit and explicit aspect extraction in sentiment analysis

JZ Maitama, N Idris, A Abdi, L Shuib, R Fauzi - IEEE Access, 2020 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) is currently among the most vigorous areas in
natural language processing (NLP). Individuals, private and government institutions are …

A survey on implicit aspect detection for sentiment analysis: terminology, issues, and scope

PK Soni, R Rambola - IEEE Access, 2022 - ieeexplore.ieee.org
Sentiment analysis or opinion mining has come forth as an attractive research field in the
past few years. Sentiment analysis extracts sentiments from the text for analysis and …

Perceptible sentiment analysis of students' WhatsApp group chats in valence, arousal, and dominance space

B Roy, S Das - Social Network Analysis and Mining, 2022 - Springer
Sentiment analysis is a vastly established domain for social media monitoring, feedback
insights, and commercial or political campaigns. It allows us to gain an overview of the wider …

Implicit aspect extraction for sentiment analysis: A survey of recent approaches

V Ganganwar, R Rajalakshmi - Procedia Computer Science, 2019 - Elsevier
The research in Sentiment analysis (SA) is in vastly growing stage as people become more
expressive on social media, blogs, forums and e-commerce websites by sharing their …

Review of sentiment analysis: An emotional product development view

HB Yan, Z Li - Frontiers of Engineering Management, 2022 - Springer
Conveying consumers' specific emotions in new products, referred to as emotional product
development or emotional design, is strategically crucial for manufacturers. Given that …

Media Framing: A Typology and Survey of Computational Approaches Across Disciplines

J Otmakhova, S Khanehzar… - Proceedings of the 62nd …, 2024 - aclanthology.org
Framing studies how individuals and societies make sense of the world, by communicating
or representing complex issues through schema of interpretation. The framing of information …

A segregational approach for determining aspect sentiments in social media analysis

A Nawaz, S Asghar, SHA Naqvi - The Journal of Supercomputing, 2019 - Springer
Aspect-based sentiment analysis is an emerging field of research that evaluates people's
views, ideas or sentiments. It is a subtask of sentiment analysis that is used to identify text …

A hybrid frequency based, Syntax, and Conditional Random Field Method for Implicit and Explicit Aspect Extraction

MM Kabir, ZA Othman, MR Yaakub - IEEE Access, 2024 - ieeexplore.ieee.org
Aspect extraction is the most important factor influencing the quality of Aspect-Based
Sentiment Analysis (ABSA). Aspect extractions are divided into three approaches …

A systematic mapping study of the empirical explicit aspect extractions in sentiment analysis

JZ Maitama, N Idris, A Zakari - IEEE Access, 2020 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) is described as one of the most vibrant research
areas over the last decade. However, due to the exponential increase in aspect-based …