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 …

Text mining of user-generated content (UGC) for business applications in e-commerce: A systematic review

S Li, F Liu, Y Zhang, B Zhu, H Zhu, Z Yu - Mathematics, 2022 - mdpi.com
In the Web2. 0 era, user-generated content (UGC) provides a valuable source of data to aid
in understanding consumers and driving intelligent business. Text mining techniques, such …

Aspect-based sentiment analysis using adaptive aspect-based lexicons

ME Mowlaei, MS Abadeh, H Keshavarz - Expert Systems with Applications, 2020 - Elsevier
Reviews expressed in e-commerce websites have formed an important source of
information for both consumers and enterprises. Text sentiment analysis approaches aim to …

Detection and classification of social media-based extremist affiliations using sentiment analysis techniques

S Ahmad, MZ Asghar, FM Alotaibi, I Awan - Human-centric Computing and …, 2019 - Springer
Identification and classification of extremist-related tweets is a hot issue. Extremist gangs
have been involved in using social media sites like Facebook and Twitter for propagating …

A hybrid deep learning technique for personality trait classification from text

H Ahmad, MU Asghar, MZ Asghar, A Khan… - IEEE …, 2021 - ieeexplore.ieee.org
Recently, Cognitive-based Sentiment Analysis with emphasis on automatic detection of user
behaviour, such as personality traits, based on online social media text has gained a lot of …

Explicit aspects extraction in sentiment analysis using optimal rules combination

M Tubishat, N Idris, M Abushariah - Future Generation Computer Systems, 2021 - Elsevier
Aspect extraction represents a core task of aspect-based sentiment analysis. This study
presents a supervised aspect extraction algorithm for explicit aspect extraction from formal …

Opinion mining for national security: techniques, domain applications, challenges and research opportunities

NAM Razali, NA Malizan, NA Hasbullah, M Wook… - Journal of big …, 2021 - Springer
Background Opinion mining, or sentiment analysis, is a field in Natural Language
Processing (NLP). It extracts people's thoughts, including assessments, attitudes, and …

Aspect-based sentiment analysis of reviews in the domain of higher education

N Nikolić, O Grljević, A Kovačević - The Electronic Library, 2020 - emerald.com
Purpose Student recruitment and retention are important issues for all higher education
institutions. Constant monitoring of student satisfaction levels is therefore crucial …

An exploration of intelligent deep learning models for fine grained aspect-based opinion mining

R Nareshkumar, K Nimala - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
The World Wide Web, such as online communities, discussions, product reviews, and blogs,
generate enormous amounts of information in the form of user opinions, feelings, and …

[HTML][HTML] A survey on sentiment analysis in Urdu: A resource-poor language

A Khattak, MZ Asghar, A Saeed, IA Hameed… - Egyptian Informatics …, 2021 - Elsevier
Background/introduction The dawn of the internet opened the doors to the easy and
widespread sharing of information on subject matters such as products, services, events and …