Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions
Due to the vast volumes of newly streamed data on the Internet and social media, the use of
sentiment analysis (SA) to extract information and analyze people's opinions has become a …
sentiment analysis (SA) to extract information and analyze people's opinions has become a …
Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities
The fields of machine learning and Web technologies have witnessed significant
development in the last years. This caused a ceaseless and rapid growth in sharing of the …
development in the last years. This caused a ceaseless and rapid growth in sharing of the …
Developing multi-labelled corpus of twitter short texts: a semi-automatic method
Facing fast-increasing electronic documents in the Digital Media Age, the need to extract
textual features of online texts for better communication is growing. Sentiment classification …
textual features of online texts for better communication is growing. Sentiment classification …
Deep learning CNN–LSTM framework for Arabic sentiment analysis using textual information shared in social networks
Recently, the world has witnessed an exponential growth of social networks which have
opened a venue for online users to express and share their opinions in different life aspects …
opened a venue for online users to express and share their opinions in different life aspects …
A comparative study of effective approaches for Arabic sentiment analysis
Sentiment analysis (SA) is a natural language processing (NLP) application that aims to
analyse and identify sentiment within a piece of text. Arabic SA started to receive more …
analyse and identify sentiment within a piece of text. Arabic SA started to receive more …
A comprehensive survey on Arabic sarcasm detection: approaches, challenges and future trends
A Rahma, SS Azab, A Mohammed - IEEE Access, 2023 - ieeexplore.ieee.org
On social media platforms, it is essential to express one's thoughts, opinions, and reviews.
One of the most widely used linguistic forms to criticize or express a person's ideas with …
One of the most widely used linguistic forms to criticize or express a person's ideas with …
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach
Sentiment analysis is a crucial Natural Language Processing task to analyze the user's
emotions and opinions towards events, entities, services, or products. Arabic NLP faces …
emotions and opinions towards events, entities, services, or products. Arabic NLP faces …
Arabic sentiment analysis about online learning to mitigate covid-19
MM Ali - Journal of Intelligent Systems, 2021 - degruyter.com
The Covid-19 pandemic is forcing organizations to innovate and change their strategies for
a new reality. This study collects online learning related tweets in Arabic language to …
a new reality. This study collects online learning related tweets in Arabic language to …
Arabic sentiment analysis using dependency-based rules and deep neural networks
With the growth of social platforms in recent years and the rapid increase in the means of
communication through these platforms, a significant amount of textual data is available that …
communication through these platforms, a significant amount of textual data is available that …
[HTML][HTML] Systematic literature review of Arabic aspect-based sentiment analysis
Aspect-based sentiment analysis (ABSA) is a natural language processing task that
provides a detailed analysis of clients' opinions about various aspects of a product or …
provides a detailed analysis of clients' opinions about various aspects of a product or …