Sentiment analysis in Hindi—A survey on the state-of-the-art techniques

DS Kulkarni, SS Rodd - Transactions on Asian and Low-Resource …, 2021 - dl.acm.org
Sentiment Analysis (SA) has been a core interest in the field of text mining research, dealing
with computational processing of sentiments, views, and subjective nature of the text. Due to …

A journey of Indian languages over sentiment analysis: a systematic review

S Rani, P Kumar - Artificial Intelligence Review, 2019 - Springer
In recent years, due to the availability of voluminous data on web for Indian languages, it has
become an important task to analyze this data to retrieve useful information. Because of the …

Emotion detection in hinglish (hindi+ english) code-mixed social media text

TT Sasidhar, B Premjith, KP Soman - Procedia Computer Science, 2020 - Elsevier
Human communication is often embedded with emotion and it can be expressed via
different mediums like vocal interaction, texts, non-verbal communication like facial …

Supervised classifiers with TF-IDF features for sentiment analysis of Marathi tweets

RS Patil, SR Kolhe - Social Network Analysis and Mining, 2022 - Springer
In today's digital era, the proliferation of vernacular languages such as Hindi, Marathi,
Bengali, Tamil, and Malayalam cannot be overlooked. The social media sites like Facebook …

[PDF][PDF] Sentiment analysis on film review in Gujarati language using machine learning

P Shah, P Swaminarayan, M Patel - International Journal of …, 2022 - researchgate.net
Opinion analysis is by a long shot most basic zone of characteristic language handling. It
manages the portrayal of information to choose the motivation behind the wellspring of the …

Sentiment polarity detection in bengali tweets using multinomial Naïve Bayes and support vector machines

K Sarkar, M Bhowmick - 2017 IEEE Calcutta Conference …, 2017 - ieeexplore.ieee.org
Sentiment analysis is an area of study that deals with extraction, identification or otherwise
characterization of the sentiment content of written text units. Sentiment is meant by feelings …

[PDF][PDF] Predicting the sentimental reviews in tamil movie using machine learning algorithms

S Se, R Vinayakumar… - … of science and …, 2016 - sciresol.s3.us-east-2.amazonaws …
Objective: This paper aims at classifying the Tamil movie reviews as positive and negative
using supervised machine learning algorithms. Methods/Analysis: A novel machine learning …

Sentiment analysis for code-mixed Indian social media text with distributed representation

K Shalini, HBB Ganesh, MA Kumar… - … on advances in …, 2018 - ieeexplore.ieee.org
The enormous number of user activity on online social networks results in a considerable
amount of data which expresses the opinion from millions of people with diversity in their …

Neural network-based architecture for sentiment analysis in Indian languages

R Bhargava, S Arora, Y Sharma - Journal of Intelligent Systems, 2019 - degruyter.com
Sentiment analysis refers to determining the polarity of the opinions represented by text. The
paper proposes an approach to determine the sentiments of tweets in one of the Indian …

Sentiment analysis using telugu sentiwordnet

R Naidu, SK Bharti, KS Babu… - … , Signal Processing and …, 2017 - ieeexplore.ieee.org
In recent times, sentiment analysis in low resourced languages and regional languages has
become emerging areas in natural language processing. Researchers have shown greater …