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DOI: 10.14569/IJACSA.2024.0150314
PDF

Clustering Algorithms in Sentiment Analysis Techniques in Social Media – A Rapid Literature Review

Author 1: Vasile Daniel Pavaloaia

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 15 Issue 3, 2024.

  • Abstract and Keywords
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Abstract: Based on the high dynamic of Sentiment Analysis (SA) topic among the latest publication landscape, the current review attempts to fill a research gap. Consequently, the paper elaborates on the most recent body of literature to extract and analyze the papers that elaborate on the clustering algorithms applied on social media datasets for performing SA. The current rapid review attempts to answer the research questions by analyzing a pool of 46 articles published in between Dec 2020 – Dec 2023. The manuscripts were thoroughly selected from Scopus (Sco) and WebOf-Science (WoS) databases and, after filtering the initial pool of 164 articles, the final results (46) were extracted and read in full.

Keywords: Clustering algorithms; K-means; HAC; DBSCAN; sentiment analysis; natural language processing techniques; social media datasets; Twitter/X

Vasile Daniel Pavaloaia, “Clustering Algorithms in Sentiment Analysis Techniques in Social Media – A Rapid Literature Review” International Journal of Advanced Computer Science and Applications(IJACSA), 15(3), 2024. http://dx.doi.org/10.14569/IJACSA.2024.0150314

@article{Pavaloaia2024,
title = {Clustering Algorithms in Sentiment Analysis Techniques in Social Media – A Rapid Literature Review},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2024.0150314},
url = {http://dx.doi.org/10.14569/IJACSA.2024.0150314},
year = {2024},
publisher = {The Science and Information Organization},
volume = {15},
number = {3},
author = {Vasile Daniel Pavaloaia}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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