Sentiment Analysis: Research, Papers and Researchers

01Research activity

Sentiment Analysis research by ScholarsColab researchers

What researchers combine with Sentiment Analysis

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2024 onwards): learning, deep, model, social, media, machine.

02Researchers

PhD researchers working on Sentiment Analysis

Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.

Dr. Mohammad Aman UllahAssociate Professor, Department of CSE, International Islamic University Chittagong8 papers on this topic · 205 citationsNajeem Olawale ADELAKUNFederal College of Education, Iwo, Osun State, Nigeria6 papers on this topic · 23 citationsSSiddhartha BhattacharyyaVSB Technical University of Ostrava, Czech Republic4 papers on this topic · 853 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingMohamed MarieProf. Dr. of information systems4 papers on this topic · 37 citationsDr. Deepshikha BhatiaAssistant Professor(Selection Grade)4 papers on this topic · 16 citationsHAMLICHComputer science4 papers on this topic · 5 citationsDr Mueen UddinUniversity of Doha for Science and Technology3 papers on this topic · 166 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingIbrahim A. HameedProfessor3 papers on this topic · 94 citationsDr. Ritam DuttaPoornima University3 papers on this topic · 20 citationsLas Johansen CaluzaLeyte Normal University3 papers on this topic · 14 citationsAAdel M. AlimiUniversity of Sfax2 papers on this topic · 370 citationsP M Durai Raj VincentProfessor in VIT University2 papers on this topic · 136 citationsDr. A. SureshProfessor, School of Computing, SRM Institute of Science and Technology, SRM Nagar,…2 papers on this topic · 117 citationsYi WangZhejiang Normal University2 papers on this topic · 116 citationsAnkit KumarAssistant Professor2 papers on this topic · 21 citationsEEdwin PuertasUniversidad Tecnológica de Bolívar2 papers on this topic · 11 citationsDhajvir Singh RaiDev Bhoomi Uttarakhand University2 papers on this topic · 6 citationsDr. Arun Prakash AgarwalBennett University2 papers on this topic · 5 citationsP. JayadharshiniKONGU ENGINEERING COLLEGE2 papers on this topic · 3 citationsOsondu Everestus OGUIKEUniversity of Nigeria, Nsukka2 papers on this topic · 1 citationsProf.Dr.R.UdayakumarDean Research , SRM UNIVERSITY2 papers on this topic · 0 citationsJoao GamaUniversity of Porto1 paper on this topic · 176 citationsBhargavKalinga Institute of Industrial Technology1 paper on this topic · 84 citationsXXiaochun ChengSwansea University1 paper on this topic · 84 citationsFarhan AadilSivas University of Science and Technology, Sivas, Turkey1 paper on this topic · 65 citationsNNarayan VyasAssistant Professor, Department of Computer Science and Application, Vivekananda Global University, Jaipur1 paper on this topic · 41 citationsAkashdeep BhardwajUPES1 paper on this topic · 34 citationsAssistant Professor Computational Intelligence Dr. Raguvaran SSRM Institute of Science and Technology1 paper on this topic · 25 citationsADr. Abhishek BajpaiGovernment Engineering College,Kannuaj,India1 paper on this topic · 20 citationsMohsin ShahGachon University Republic of Korea1 paper on this topic · 17 citationsAbhishek KumarAssociate Professor1 paper on this topic · 17 citationsDr. Preeti RaniCCSIT, Teerthanker Mahaveer University, Moradabad1 paper on this topic · 16 citationsOrkenInstitute of Information and Computational Technologies1 paper on this topic · 15 citationsDr. Anand PandeyAssociate Professor1 paper on this topic · 9 citationsDr. P Sree LakshmiAssistant Professor, School of Computer science and Applications, REVA University, Bengaluru, Karnataka,…1 paper on this topic · 9 citationsDr. Narayanamoorthi RSRM Institute of Science and Technology1 paper on this topic · 8 citationsC. SaganaKONGU ENGINEERING COLLEGE1 paper on this topic · 8 citationsAbdul AhadNorthwestern Polytechnical University of China1 paper on this topic · 8 citationsDr. LokeshVIT Bhopal University1 paper on this topic · 7 citationsAANNAPPANational Institute of Technology Karnataka Surathkal1 paper on this topic · 6 citationsNadir Mahammedesi sba1 paper on this topic · 5 citationsDr Ramakrishna KolikipoguChaitanya Bharathi Institute of Technology Hyderabad1 paper on this topic · 4 citationsDr. J.N. Chandra SekharSri Venkateswara University1 paper on this topic · 4 citationsDr. V. Gokula KrishnanProfessor, Department of Computer Science Engineering, Easwari Engineering College, Ramapuram, Chennai, Tamil…1 paper on this topic · 3 citationsUdham SinghAssociate Professor1 paper on this topic · 3 citationsDr.G.Naga Rama DeviProfessor & HoD, Dept of CSE(Data Science),SIET, Hyderabad1 paper on this topic · 3 citationsJudith Jeyafreeda AndrewCHU Bordeaux, France1 paper on this topic · 3 citationsMohit TiwariBharati Vidyapeeth's College of Engineering,Delhi1 paper on this topic · 2 citationsDr. Mayank Kumar JainAmity University Rajasthan, Jaipur1 paper on this topic · 1 citationsHemalathapanimalar engineering college1 paper on this topic · 1 citationsAshwin RautKPMG India1 paper on this topic · 1 citationsmd abu sufianUniversity of East London1 paper on this topic · 0 citationsNARENDRA BABU PAMULALakireddy Bali Reddy College of Engineering1 paper on this topic · 0 citationsDr. M. PrasadShri Vishnu Engineering College for Women(A), Bhimavaram1 paper on this topic · 0 citationsAnitya GuptaResearch associate1 paper on this topic · 0 citationsDr. Ramesh KaitKurukshetra University1 paper on this topic · 0 citationsDr.Girish Kumar PainoliProfessor-School of Commerce and Management, Sanjivani University1 paper on this topic · 0 citationsDr. Sumit Kumar KapoorPoornima University1 paper on this topic · 0 citationsNisha ShankhwarSenior Research AssociateLists Sentiment Analysis as a research area

03Papers

Research papers on Sentiment Analysis

1. Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media2020482 citationsApplied Soft ComputingSiddhartha Bhattacharyya
2. A survey of sentiment analysis from social media data2020234 citationsIEEE Transactions on Computational Social SystemsSiddhartha Bhattacharyya
3. Deep learning CNN–LSTM framework for Arabic sentiment analysis using textual information shared in social networks2020232 citationsSocial Network Analysis and MiningAdel M. Alimi
4. Marketing research: The role of sentiment analysis2013176 citationsJoao Gama
5. A Novel Unsupervised Ensemble Framework using Concept-based Linguistic Methods and Machine Learning for Twitter Sentiment Analysis2022144 citationsPattern Recognition LettersDr Mueen Uddin
6. Improving e-learning with sentiment analysis of users' opinions2011138 citationsAdel M. Alimi
7. Emotion AI-driven sentiment analysis: A survey, future research directions, and open issues2019131 citationsApplied SciencesP M Durai Raj Vincent
8. An algorithm and method for sentiment analysis using the text and emoticon2020123 citationsICT ExpressDr. Mohammad Aman Ullah
9. Twitter sentiment analysis using ensemble based deep learning model towards COVID-19 in India and European countries2022107 citationsPattern Recognition LettersDr. A. Suresh
10. TeFNA: Text-centered fusion network with crossmodal attention for multimodal sentiment analysis202394 citationsKnowledge-Based SystemsYi Wang
11. Sentiment analysis of COVID-19 tweets using deep learning and lexicon-based approaches202384 citationsSustainabilityBhargav
12. Multi-level graph neural network for text sentiment analysis202184 citationsComputers and Electrical EngineeringXiaochun Cheng
13. Sentiment Analysis on a Set of Movie Reviews Using Deep Learning201882 citationsSiddhartha Bhattacharyya
14. Hybrid Words Representation for Airlines Sentiment Analysis201974 citationsIbrahim A. Hameed
15. Social media signal detection using tweets volume, hashtag, and sentiment analysis201965 citationsMultimedia Tools and ApplicationsFarhan Aadil
16. Comparative sentiment analysis on a set of movie reviews using deep learning approach201855 citationsSiddhartha Bhattacharyya
17. Sentiment analysis of students feedback: A study towards optimal tools201642 citationsDr. Mohammad Aman Ullah
18. Student Sentiment Analysis Using Various Machine Learning Techniques202341 citationsNarayan Vyas
19. Fake social media news and distorted campaign detection framework using sentiment analysis & machine learning202434 citationsHeliyonAkashdeep Bhardwaj
20. An overview of multimodal sentiment analysis research: Opportunities and difficulties201726 citationsDr. Mohammad Aman Ullah
21. Twitter sentiment analysis using conditional generative adversarial network202425 citationsInternational Journal of Cognitive Computing in EngineeringAssistant Professor Computational Intelligence Dr. Raguvaran S
22. Text-centered cross-sample fusion network for multimodal sentiment analysis202422 citationsMultimedia SystemsYi Wang
23. Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement202421 citationsKnowledge and Information SystemsDr Mueen Uddin
24. Sentiment analysis model for Airline customers’ feedback using deep learning techniques202321 citationsInternational Journal of Engineering Business ManagementMohamed Marie
25. A deep learning framework for hourly bitcoin price prediction using bi-lstm and sentiment analysis of twitter data202420 citationsSN Computer ScienceDr. Abhishek Bajpai
26. Domain specific lexicon generation through sentiment analysis202019 citationsInternational Journal of Emerging Technologies in LearningIbrahim A. Hameed
27. Survey on sentiment analysis of user reviews202117 citationsMohsin Shah
28. Social media sentiment analysis on third booster dosage for COVID-19 vaccination: a holistic machine learning approach202317 citationsDr. Ritam Dutta
29. Use of novel ensemble machine learning approach for social media sentiment analysis202217 citationsAbhishek Kumar
30. Sentiment analysis model for cryptocurrency tweets using different deep learning techniques202416 citationsJournal of Intelligent SystemsMohamed Marie
31. Sentiment analysis and emotional recognition: enhancing therapeutic interventions202516 citationsDemystifying the Role of Natural Language Processing (NLP) in Mental Health Dr. Preeti Rani
32. Contextually enriched meta-learning ensemble model for Urdu sentiment analysis202315 citationsSymmetryOrken
33. A BigData approach for sentiment analysis of twitter data using Naive Bayes and SVM Algorithm201914 citationsDr. Deepshikha Bhatia
34. Deciphering west philippine sea: A plutchik and vader algorithm sentiment analysis201814 citationsIndian Journal of Science and TechnologyLas Johansen Caluza
35. Sentiment analysis of financial news using the bert model202413 citationsITEGAM-JETIANajeem Olawale ADELAKUN
36. Semantic and context understanding for sentiment analysis in Hindi handwritten character recognition using a multiresolution technique202412 citationsACM Transactions on Asian and Low-Resource Language Information ProcessingAnkit Kumar
37. Stock market prediction using LSTM and sentiment analysis202110 citationsTurkish Journal of Computer and Mathematics EducationDr. A. Suresh
38. Sentiment analysis in social media marketing: Leveraging natural language processing for customer insights20239 citationsAnkit Kumar
39. Survey on algorithmic trading using sentiment analysis20229 citationsDr. Anand Pandey
40. Sentiment Analysis Using Natural Language Processing, Machine Learning and Deep Learning20249 citationsDr. P Sree Lakshmi
41. Sustainable sentiment analysis on E-commerce platforms using a weighted parallel hybrid deep learning approach for smart cities applications20248 citationsScientific ReportsDr. Narayanamoorthi R
42. Twitter sentiment analysis using collaborative multi layer perceptron (MLP) classifier20238 citationsC. Sagana
43. Unraveling the inner world of PhD scholars with sentiment analysis for mental health prognosis20258 citationsBehaviour and Information TechnologyAbdul Ahad
44. An algorithm and method for sentiment analysis using the text and emoticon. ICT Express 6 (4): 357–36020207 citationsDr. Mohammad Aman Ullah
45. Optimized hybrid deep learning for cross-linguistic sentiment analysis: a novel approach20257 citationsJournal of Cloud ComputingDr. Lokesh
46. Annappa. 2013. Fuzzy sentiment analysis on microblogs for movie revenue prediction6 citationsANNAPPA
47. team UTB-NLP at finances 2023: financial targeted sentiment analysis using a phonestheme semantic approach20236 citationsCartagena de IndiasEdwin Puertas
48. Presidential preferences in colombia through sentiment analysis20225 citationsEdwin Puertas
49. Provision of efficient sentiment analysis for unstructured data20185 citationsP M Durai Raj Vincent
50. Video based sentiment analysis20225 citationsDr. Arun Prakash Agarwal
51. Sentiment analysis of Algerian dialect using a deep learning approach20215 citationsNadir Mahammed
52. Navigating Challenges and Future Trends in Sentiment Analysis for Investment Decision Making20234 citationsNajeem Olawale ADELAKUN
53. Sentiment Analysis using Ensemble Technique on Textual and Emoticon Data20224 citationsDr. Mohammad Aman Ullah
54. Stock exchange prediction using financial news and sentiment analysis20214 citationsDhajvir Singh Rai
55. Machine Learning and NLP based Sentiment Analysis20234 citationsDr Ramakrishna Kolikipogu
56. Data Augmentation based Cross-Lingual Multi-Speaker TTS using DL with Sentiment Analysis20234 citationsACM Transactions on Asian and Low-Resource Language Information ProcessingDr. J.N. Chandra Sekhar
57. An Integration of Deep Learning Approach for prediction of Consumer Reviews using Sentiment Analysis20223 citationsDr. V. Gokula Krishnan
58. A search for optimal feature in political sentiment analysis20203 citationsDr. Mohammad Aman Ullah
59. Sentence type identification-based product review sentiment analysis using bedi-dc and log-squish cnn20253 citationsJournal of Cloud ComputingUdham Singh
60. Stock market price prediction using sentiment analysis20233 citationsDr.G.Naga Rama Devi
61. Exploring the impact of preprocessing and feature extraction on deep learning-based sentiment analysis for big data in apache spark20243 citationsProgress in Artificial IntelligenceHAMLICH
62. JudithJeyafreeda@Dravidian-CodeMix-FIRE2020: Sentiment Analysis of YouTube Comments for Dravidian Languages20203 citationsJudith Jeyafreeda Andrew
63. Deep Learning-Based Sentiment Analysis Using Gated Recurrent Unit20252 citationsNajeem Olawale ADELAKUN
64. Deep Learning Methods For Sentiment Analysis Using BERT And GRU Models20242 citationsNajeem Olawale ADELAKUN
65. Sentiment Analysis with Deep Learning Techniques20232 citationsNajeem Olawale ADELAKUN
66. A Comparative Analysis of Machine Learning Algorithms for Sentiment Analysis in Indian Social Media.20242 citationsMohit Tiwari
67. A Review on Public Acceptance Towards New Education Policy in India Based on Sentiment Analysis Using Machine Learning Approaches20222 citationsDr. Ritam Dutta
68. A new methodology on sentiment analysis20202 citationsDr. Deepshikha Bhatia
69. Sentiment analysis and stock market prediction—using news to predict stock markets20192 citationsDhajvir Singh Rai
70. A comparative analysis of pretrained models for sentiment analysis on restaurant customer reviews (CAPM-SARCR)20232 citationsP. Jayadharshini
71. Enhancing sentiment analysis of movie reviews with pyspark20242 citationsHAMLICH
72. An Analysis of Different Sentiment Analysis Models on Financial Text using Transformer20251 citationsDr. Mayank Kumar Jain
73. QED-Net: Quantum Emotional Dynamics Synthesis Network for Sentiment Analysis in Medical IoT20251 citationsIEEE Transactions on Computational Social SystemsDr Mueen Uddin
74. Skip truncation for sentiment analysis of long review information based on grammatical structures20221 citationsIbrahim A. Hameed
75. Twitter Opinion Analysis on Drug Usage by VADER Sentiment Analysis among Various Leading Countries20211 citationsDesign EngineeringDr. Ritam Dutta
76. Aspect-based Sentiment Analysis on Product Reviews using Enhanced Bidirectional LSTM20251 citationsHemalatha
77. A COMPREHENSIVE EXPLORATION OF SENTIMENT ANALYSIS METHODS FOR SOCIAL MEDIA DATA USING PYTHON20251 citationsP. Jayadharshini
78. Food Recommendation System using Neural Collaborative Filtering and Sentiment Analysis20171 citationsAshwin Raut
79. Multimodal Sentence Level Sentiment Analysis of Sign Language Using Deep Learning and Language Models20241 citationsOsondu Everestus OGUIKE
80. Bridging Social Media and Cryptocurrency: A Deep Learning-Based Twitter Sentiment Analysis for Bitcoin Market20240 citationsmd abu sufian
81. AI-POWERED EMPATHY: SENTIMENT ANALYSIS IN PERSONAL CARE USING RoBERTa AND XLNet20250 citationsJournal of Theoretical and Applied Information TechnologyNARENDRA BABU PAMULA
82. Sentiment Analysis on Movie Reviews Using the Convolutional LSTM (Co-LSTM) Model20250 citationsDr. M. Prasad
83. Sentiment Analysis using Deep Learning Techniques20230 citationsNajeem Olawale ADELAKUN
84. BCLSA: Advancing Bangla Sentiment Analysis with Concept-Level Reasoning and Efficiency20250 citationsMachine Learning With ApplicationsDr. Mohammad Aman Ullah
85. Multimodal Sentiment Analysis: A Study Towards Future Directions20170 citationsAdvanced Science LettersDr. Mohammad Aman Ullah
86. Unmasking the Sentiments of People Towards Pandemic: Twitter Sentiment Analysis in RealTime20240 citationsAnitya Gupta
87. An Enhanced Hybrid Framework for Scalable Multi-Modal Sentiment Analysis with Text Summarization20250 citationsDr. Arun Prakash Agarwal
88. Sentiment Analysis for Stock Forecasting: A Review of Machine Learning Approaches20250 citationsDr. Ramesh Kait
89. Optimizing Student Feedback using Sentiment Analysis through Chatbot20220 citationsDr. Deepshikha Bhatia
90. A Review on Pre-processing and Feature Selection Phase of Sentiment Analysis20200 citationsDr. Deepshikha Bhatia
91. Financial Sentiment Analysis Using Real Time Strategic Decision making20250 citationsDr.Girish Kumar Painoli
92. Sentiment Analysis Using Machine Learning Algorithms20220 citationsMathematical Statistician and Engineering ApplicationsProf.Dr.R.Udayakumar
93. ISSN 2063-5346 CONSUMER SENTIMENT ANALYSIS USING PRINCIPAL COMPONENT ANALYSIS0 citationsProf.Dr.R.Udayakumar
94. A New Hybrid Deep Learning Method with Neutrosophic Sets for Social Media Sentiment Analysis of the COVID-19 Vaccine20250 citationsNeutrosophic Sets and SystemsMohamed Marie
95. Journal of intelligent systems: Sentiment analysis model for cryptocurrency tweets using different deep learning techniques20240 citationsMohamed Marie
96. Evaluating Automatic Annotation Techniques for Fine-Tuning Large Language Models in Financial Sentiment Analysis20250 citationsHAMLICH
97. A study of the representativeness of an online consumer panel using a deep learning-based sentiment analysis technique.20220 citationsHAMLICH
98. Using deep learning models for multimodal sentence level sentiment analysis of sign language20250 citationsForum for Linguistic StudiesOsondu Everestus OGUIKE
99. Sentiment analysis of pre-service teachers’ issues and concerns during internship20260 citationsLas Johansen Caluza
100. Understanding the Influence of Mosston’s Spectrum of Teaching Styles Using Sentiment Analysis0 citationsLas Johansen Caluza
101. Bridging Public Opinion and Educational Reform Through Sentiment Analysis20250 citationsDr. Sumit Kumar Kapoor

04Journals

Journals that publish Sentiment Analysis research

Where our researchers published their papers on this topic, with each journal’s indexing.

*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →

05Top 2% scientists

World’s Top 2% scientists in Artificial Intelligence & Image Processing

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Sentiment Analysis in that list; 10,979 researchers from 94 countries are listed in it.

Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.

06Related topics

Topics related to Sentiment Analysis

Topics that share the most papers with Sentiment Analysis in our researchers’ work:

• Deep Learning (DL)968 papers · 331 researchers
• Natural Language Processing (NLP)68 papers · 68 researchers
• Machine Learning (ML)1,348 papers · 424 researchers
• Decision-making96 papers · 72 researchers
• Marketing103 papers · 56 researchers
• Machine Learning Algorithms117 papers · 80 researchers
• Artificial Intelligence (AI)1,196 papers · 404 researchers

07Questions

Frequently asked questions