00 Acta Scientific | International Open Library | Open Access Journals Publishing Group

Acta Scientific Computer Sciences

Review Article Volume 3 Issue 1

A Study on Various Approaches for Sentiment Analysis

Priyanka Tyagi*

Assistant Professor, Department of Management, LLDIMS, Affiliated to GGSIPU, New Delhi, India

*Corresponding Author: Priyanka Tyagi, Assistant Professor, Department of Management, LLDIMS, Affiliated to GGSIPU, New Delhi, India.

Received: November 20, 2020; Published: January 07, 2021

×

Abstract

  This article helps you the study of various approaches used in the sentiment analysis on the based of Hybrid approaches, lexicon based approaches and machine learning based approaches.

Keywords: Hybrid; Lexicon; Machine Learning

×

References

  1. M Anagha., et al. “Fuzzy logic based hybrid approach for sentiment analysis of Malayalam movie reviews”. IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES) (2015).
  2. Amira Shoukry and Ahmed Rafea. “A Hybrid Approach for Sentiment Classification of Egyptian Dialect Tweets”. First International Conference on Arabic Computational Linguistics (ACLing) (2015).
  3. Ping Han., et al. “A Topic-Independent Hybrid Approach for Sentiment Analysis of Chinese Microblog”. IEEE 17th International Conference on Information Reuse and Integration (IRI) (2016).
  4. Farkhund Iqbal., et al. “A Hybrid Framework for Sentiment Analysis Using Genetic Algorithm Based Feature Reduction”. IEEE Access 7 (2019).
  5. Mariam Biltawi., et al. “Arabic Sentiment Classification: A Hybrid Approach”. International Conference on New Trends in Computing Sciences (ICTCS) (2017).
  6. A Haripriya., et al. “Location Based Real-time Sentiment Analysis of Top Trending Event Using Hybrid Approach”. International Conference on Advances in Computing, Communications and Informatics (ICACCI) (2018).
  7. Orestes Appel., et al. “A hybrid approach to sentiment analysis”. IEEE Congress on Evolutionary Computation (CEC) (2016).
  8. Vani Kansal and Rakesh Kumar. “A Hybrid Approach for Financial Sentiment Analysis Using Artificial Intelligence and Cuckoo Search”. 5th International Conference on Advanced Computing & Communication Systems (ICACCS) (2019).
  9. Hunaida Awwad and Adil Alpkocak. “Using Hybrid-Stemming Approach to Enhance Lexicon-Based Sentiment Analysis in Arabic”. International Conference on New Trends in Computing Sciences (ICTCS) (2017).
  10. Annet John., et al. “Context Deployed Sentiment Analysis Using Hybrid Lexicon”. 1st International Conference on Innovations in Information and Communication Technology (2019).
  11. Rezvaneh Rezapour., et al. “Identifying the Overlap between Election Result and Candidates’ Ranking Based on Hashtag-Enhanced, Lexicon-Based Sentiment Analysis”. IEEE 11th International Conference on Semantic Computing (ICSC) (2017).
  12. Endang Wahyu Pamungkas., et al. “An experimental study of lexicon-based sentiment analysis on Bahasa Indonesia”. 6th International Annual Engineering Seminar (InAES) (2016).
  13. Mohammed H Abd El-Jawad., et al. “Sentiment Analysis of Social Media Networks Using Machine Learning”. 14th International Computer Engineering Conference (ICENCO) (2018).
  14. Megha Rathi., et al. “Sentiment Analysis of Tweets Using Machine Learning Approach”. Eleventh International Conference on Contemporary Computing (IC3) (2018).
  15. Pragya Juneja and Uma Ojha. “Casting online votes: To predict offline results using sentiment analysis by machine learning classifiers”. 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT) (2017).
×

Citation

Citation: Priyanka Tyagi. “A Study on Various Approaches for Sentiment Analysis”. Acta Scientific Computer Sciences 3.1 (2021): 45-49.




Metrics

Acceptance rate35%
Acceptance to publication20-30 days

Indexed In




News and Events


  • Certification for Review
    Acta Scientific certifies the Editors/reviewers for their review done towards the assigned articles of the respective journals.
  • Submission Timeline for Upcoming Issue
    The last date for submission of articles for regular Issues is October 25, 2024.
  • Publication Certificate
    Authors will be issued a "Publication Certificate" as a mark of appreciation for publishing their work.
  • Best Article of the Issue
    The Editors will elect one Best Article after each issue release. The authors of this article will be provided with a certificate of "Best Article of the Issue"
  • Welcoming Article Submission
    Acta Scientific delightfully welcomes active researchers for submission of articles towards the upcoming issue of respective journals.

Contact US