Topic Modeling in Sentiment Analysis: A Systematic Review

Topic Modeling in Sentiment Analysis: A Systematic Review

Show other versions (1)

With the expansion and acceptance of Word Wide Web, sentiment analysis has become progressively popular research area in information retrieval and web data analysis. Due to the huge amount of user-generated contents over blogs, forums, social media, etc., sentiment analysis has attracted researchers...

Full description

Bibliographic Details
Main Authors:	Toqir Ahmad Rana, Yu-N Cheah, Sukumar Letchmunan
Format:	Article
Language:	English
Published:	ITB Journal Publisher 2016-06-01
Series:	Journal of ICT Research and Applications
Online Access:	http://journals.itb.ac.id/index.php/jictra/article/view/1442

Similar Items

Topic Modeling in Sentiment Analysis: A Systematic Review
by: Toqir A., Rana, et al.
Published: (2016)

Sentiment Analysis with Topic Modeling
by: Yu-ChonLiang, et al.
Published: (2013)

Topic Modeling and Sentiment Analysis of Online Review for Airlines
by: Hye-Jin Kwon, et al.
Published: (2021-02-01)

Textual Analysis for Online Reviews: A Polymerization Topic Sentiment Model
by: Lijuan Huang, et al.
Published: (2019-01-01)

Pragmatic cost estimation for web applications
by: Letchmunan, Sukumar
Published: (2012)

On-line Evolutionary Sentiment Topic Analysis Modeling
by: YongHeng Chen, et al.
Published: (2018-01-01)

Probabilistic topic models for sentiment analysis on the Web
by: Chenghua, Lin
Published: (2011)

Multi-Topic Sentiment Analysis
by: Pedro Samuel Amaro Coelho
Published: (2019)

Enhanced Topic-Based Modeling for Twitter Sentiment Analysis
Published: (2016)

Multilingual sentiment analysis: A systematic literature review
by: Abdullah, N.A.S, et al.
Published: (2021)

Joint Sentiment Part Topic Regression Model for Multimodal Analysis
by: Mengyao Li, et al.
Published: (2020-10-01)

Modeling narrative structure and dynamics with networks, sentiment analysis, and topic modeling.
by: Semi Min, et al.
Published: (2019-01-01)

Sentiment-Driven Topic Analysis Of Song Lyrics
by: Sharma, Govind
Published: (2015)

Intelligent Topical Sentiment Analysis for the Classification of E-Learners and Their Topics of Interest
by: M. Ravichandran, et al.
Published: (2015-01-01)

Aspect-Oriented Sentiment Analysis: A Topic Modeling-Powered Approach
by: Anoop V.S., et al.
Published: (2018-12-01)

Analysis of Deep Neural Networks for Human Activity Recognition in Videos—A Systematic Literature Review
by: Hadiqa Aman Ullah, et al.
Published: (2021-01-01)

Arabic Sentiment Analysis: A Systematic Literature Review
by: Abdullatif Ghallab, et al.
Published: (2020-01-01)

Multilingual Sentiment Analysis: A Systematic Literature Review
by: Abdullah, NAS, et al.
Published: (2021)

Online Sales Prediction: An Analysis With Dependency SCOR-Topic Sentiment Model
by: Lijuan Huang, et al.
Published: (2019-01-01)

Sentiment Analysis and Topic Modelling on Brand-Related Social Media Data
by: Maria Beatriz Moreira de Feijó Ribeiro
Published: (2021)

Hierarchical Bayesian topic modeling with sentiment and author extension
by: Yang, Ming
Published: (2015)

Sentiment Analysis and Topic Modeling on Tweets about Online Education during COVID-19
by: Muhammad Mujahid, et al.
Published: (2021-09-01)

Microblog sentiment analysis using social and topic context.
by: Xiaomei Zou, et al.
Published: (2018-01-01)

Understanding dialogue: sentiment and topic analysis of dialogue transcripts
by: Muralidhar, Anjali
Published: (2014)

Exploiting Long-Term Dependency for Topic Sentiment Analysis
by: Faliang Huang, et al.
Published: (2020-01-01)

Exploring Philippine Presidents’ speeches: A sentiment analysis and topic modeling approach
by: John Paul P. Miranda, et al.
Published: (2021-01-01)

Sentiment Analysis in Health and Well-Being: Systematic Review
by: Zunic, Anastazia, et al.
Published: (2020-01-01)

COVID-19 Vaccine–Related Discussion on Twitter: Topic Modeling and Sentiment Analysis
by: Joanne Chen Lyu, et al.
Published: (2021-06-01)

Triple Non-negative Matrix Factorization Technique for Sentiment Analysis and Topic Modeling
by: Waggoner, Alexander A
Published: (2017)

Sensitive Information Topics-Based Sentiment Analysis Method for Big Data
by: Guixian Xu, et al.
Published: (2019-01-01)

Social media sentiment analysis and topic detection for Singapore English
by: Phua, Yee Ling
Published: (2014)

Apply LDA with Topic Categories on Plurk and User Sentiment Analysis
by: Jih-Wei Chang, et al.
Published: (2014)

Sentiment Classification of Crowdsourcing Participants’ Reviews Text Based on LDA Topic Model
by: Yanrong Huang, et al.
Published: (2021-01-01)

AppCAT: Systematic Sentiment Analysis of Mobile Application Reviews
by: Huang, Shu Wei, et al.
Published: (2016)

Computational Analysis of Swedish Newspapers Using Topic Detection and Sentiment Analysis
by: Wallbing, Simon
Published: (2021)

Spatio-Temporal Crime HotSpot Detection and Prediction: A Systematic Literature Review
by: Umair Muneer Butt, et al.
Published: (2020-01-01)

Sentiment Analysis of Students’ Feedback in MOOCs: A Systematic Literature Review
by: Fisnik Dalipi, et al.
Published: (2021-09-01)

A Systematic Review on Implicit and Explicit Aspect Extraction in Sentiment Analysis
by: Jaafar Zubairu Maitama, et al.
Published: (2020-01-01)

Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review
by: Tareq Al-Moslmi, et al.
Published: (2017-01-01)

Fashion informatics of the Big 4 Fashion Weeks using topic modeling and sentiment analysis
by: Yeong-Hyeon Choi, et al.
Published: (2021-09-01)