A Study on Aspect Based Sentiment Analysis in Malayalam Language

Sharika T R, J. Dhas, Nimmi M K
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Abstract

Expressing views and ideas have become simple and convenient with the Internet Era we are in now. Everyone has the freedom and privilege of using social media for the same. There arises a demand for computers to understand the user opinions and analyze the same for better understanding of user needs and sentiments. With the advent of the Internet age, we are now in persons expressing their feelings in their native tongue more often. There is a need to train systems to understand languages like Malayalam which is less explored. In this paper we have made a review on research works done in the field of sentiment analysis on Malayalam Language Script. We have given an extra focus to aspect-based Sentiment analysis and works which categorizes text by aspects and finds sentiment connecting to each of these aspects.
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马拉雅拉姆语基于面向的情感分析研究
在互联网时代,表达观点和想法变得简单方便。每个人都有使用社交媒体的自由和特权。人们要求计算机能够理解用户的意见,并对其进行分析,以便更好地理解用户的需求和情感。随着互联网时代的到来,我们现在越来越多地用母语表达自己的感受。有必要训练系统来理解像马拉雅拉姆语这样很少被探索的语言。本文对马拉雅拉姆语文字情感分析领域的研究工作进行了综述。我们对基于方面的情感分析和作品给予了额外的关注,这些作品按方面对文本进行分类,并找到与每个方面相关的情感。
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