Sentiment analysis of noisy Malay text: state of art, challenges and future work

MFRA Bakar, N Idris, L Shuib, N Khamis - IEEE Access, 2020 - ieeexplore.ieee.org
Sentiment analysis (SA) is a study where people's opinions and emotions are automatically
extracted in the form of sentiments from the natural language text. In social media …

Liking, sharing, commenting and reacting on Facebook: User behaviors' impact on sentiment intensity

W Kaur, V Balakrishnan, O Rana, A Sinniah - Telematics and Informatics, 2019 - Elsevier
The form of communication on Facebook is not only limited to posting and commenting, but
also includes sharing, liking and reacting. This study looks into how a Facebook diabetes …

Comparative classification performance evaluation of various deep learning techniques for sentiment analysis

RG Tiwari, A Misra, N Ujjwal - 2022 8th International …, 2022 - ieeexplore.ieee.org
In the discipline of text mining, the current subject of study is sentiment analysis. It detects
textual subjectivity, feelings, and views. It is the use of text analytics and natural language …

[PDF][PDF] Subjectivity analysis in opinion mining—a systematic literature review

E Kasmuri, H Basiron - Int J Adv Soft Comput Appl, 2017 - i-csrs.org
Subjectivity analysis determines existence of subjectivity in text using subjective clues. It is
the first task in opinion mining process. The difference between subjectivity analysis and …

Analisis Sentimen Pada Agen Perjalanan Online Menggunakan Naïve Bayes dan K-Nearest Neighbor

EW Sholeha, S Yunita, R Hammad… - JTIM: Jurnal …, 2022 - journal.sekawan-org.id
Social media has impact for decision maker to get more insights broadly. Including for online
travel agent company, where costumer's interest to use online travel agent for their chosen …

Topic modeling for social media content: A practical approach

VA Rohani, S Shayaa… - 2016 3rd international …, 2016 - ieeexplore.ieee.org
Perceiving the discussed topic in social media brings a great amount of value to different
fields, such as marketing, security, education, and management. Topic modeling provides a …

Empowering emotional well-being through a LLM-based chatbot: a comparative study with the standard journaling technique

A Ferrara - 2022 - politesi.polimi.it
This thesis examines the emotional impact of engaging with a chatbot compared to use of
the traditional journaling activity as a tool for emotional support and well-being improvement …

Toward a Comprehensive Framework of Social Media Analytics

VA Rohani, S Shayaa - Big Data and Blockchain for Service Operations …, 2022 - Springer
Social media is rapidly becoming an essential platform for social connectivity and
information diffusion leading to more efficient service operations. Despite the emergent …

Performance analysis of Sentiment Classification using Optimized Kernel Extreme Learning Machine

D Kavitha, MV Subbarao - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Experts' attention has recently shifted to sentiment classification because of its applications
in a variety of fields. In the past two decades, scientists have developed various …

Analysing Social Media Data for Emotion Detection and Sentiment Analysis

S Bharti, D Verma, A Kumari, A Kumar - International Conference on …, 2023 - Springer
In the digital era, social media has become a rich source of insights into individuals'
emotional state and mental well-being. This paper introduces a cutting-edge framework for …