Sentiment analysis in e-commerce platforms: A review of current techniques and future directions

H Huang, AA Zavareh, MB Mustafa - IEEE Access, 2023 - ieeexplore.ieee.org
Sentiment analysis (SA), also referred to as opinion mining, has become a widely used real-
world application of natural language processing in recent times. Its main goal is to identify …

Automatic detection of offensive language for urdu and roman urdu

MP Akhter, Z Jiangbin, IR Naqvi, M Abdelmajeed… - IEEE …, 2020 - ieeexplore.ieee.org
In recent years, unethical behavior in the cyber-environment has been revealed. The
presence of offensive language on social media platforms and automatic detection of such …

Abusive language detection from social media comments using conventional machine learning and deep learning approaches

MP Akhter, Z Jiangbin, IR Naqvi, M AbdelMajeed… - Multimedia Systems, 2022 - Springer
With the increase in the culture of social media and netizen, every day, millions of comments
are posted on the uploaded posts. The use of abusive language in user comments has been …

Sentiment analysis of reviews in natural language: Roman Urdu as a case study

MA Qureshi, M Asif, MF Hassan, A Abid, A Kamal… - Ieee …, 2022 - ieeexplore.ieee.org
Opinion Mining from user reviews is an emerging field. Sentiment Analysis of Natural
Language text helps us in finding the opinion of the customers. These reviews can be in any …

Attention-based RU-BiLSTM sentiment analysis model for roman Urdu

BA Chandio, AS Imran, M Bakhtyar, SM Daudpota… - Applied Sciences, 2022 - mdpi.com
Deep neural networks have emerged as a leading approach towards handling many natural
language processing (NLP) tasks. Deep networks initially conquered the problems of …

A novel approach for emotion detection and sentiment analysis for low resource Urdu language based on CNN-LSTM

F Ullah, X Chen, SBH Shah, S Mahfoudh, MA Hassan… - Electronics, 2022 - mdpi.com
Emotion detection (ED) and sentiment analysis (SA) play a vital role in identifying an
individual's level of interest in any given field. Humans use facial expressions, voice pitch …

Extractive text summarization models for Urdu language

A Nawaz, M Bakhtyar, J Baber, I Ullah, W Noor… - Information Processing …, 2020 - Elsevier
In the recent few years, a lot of advancement has been made in Urdu linguistics. There are
many portals and news websites that are generating a huge amount of data every day …

Roman Urdu sentiment analysis using transfer learning

D Li, K Ahmed, Z Zheng, SAH Mohsan, MH Alsharif… - Applied Sciences, 2022 - mdpi.com
Numerous studies have been conducted to meet the growing need for analytic tools capable
of processing increasing amounts of textual data available online, and sentiment analysis …

A precisely xtreme-multi channel hybrid approach for roman urdu sentiment analysis

F Mehmood, MU Ghani, MA Ibrahim, R Shahzadi… - IEEE …, 2020 - ieeexplore.ieee.org
In order to accelerate the performance of various Natural Language Processing tasks for
Roman Urdu, this article for the very first time provides 3 neural word embeddings prepared …

[PDF][PDF] Sentiment analysis of roman Urdu on e-commerce reviews using machine learning

B Chandio, A Shaikh, M Bakhtyar… - … -Comput. Model. Eng …, 2022 - cdn.techscience.cn
Sentiment analysis task has widely been studied for various languages such as English and
French. However, Roman Urdu sentiment analysis yet requires more attention from peer …