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International Journal For Multidisciplinary Research
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Volume 6 Issue 4
July-August 2024
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Leveraging Big Data for Sentiment Analysis: A Review of Techniques, Applications and Challenges
Author(s) | Poornima Shetty, Shashidhar Kini |
---|---|
Country | India |
Abstract | Sentiment analysis, a subfield of natural language processing, plays a crucial role in understanding public opinion, customer feedback, and social media sentiment. With the advent of big data, sentiment analysis has witnessed significant advancements in terms of techniques and applications. This paper presents a comprehensive review of leveraging big data for sentiment analysis, focusing on the techniques, applications and challenges employed in the field. |
Keywords | — Big data, Sentiment Analysis, Hadoop, Spark, Social Media |
Field | Computer > Artificial Intelligence / Simulation / Virtual Reality |
Published In | Volume 6, Issue 4, July-August 2024 |
Published On | 2024-07-19 |
Cite This | Leveraging Big Data for Sentiment Analysis: A Review of Techniques, Applications and Challenges - Poornima Shetty, Shashidhar Kini - IJFMR Volume 6, Issue 4, July-August 2024. DOI 10.36948/ijfmr.2024.v06i04.24841 |
DOI | https://doi.org/10.36948/ijfmr.2024.v06i04.24841 |
Short DOI | https://doi.org/gt43tz |
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