A survey on sentiment analysis

RR Subramanian, N Akshith, GN Murthy… - … on Cloud Computing …, 2021 - ieeexplore.ieee.org
Sentiment analysis is one of the recent technologies under NLP (an application of Al and
ML). Sentiment analysis is used in many applications for recommendation and feedback …

Comprehensive Study on Sentiment Analysis: Types, Approaches, Recent Applications, Tools and APIs

B Saju, S Jose, A Antony - 2020 Advanced Computing and …, 2020 - ieeexplore.ieee.org
Sentiment analysis can be considered a major application of machine learning, more
particularly natural language processing (NLP). As there are varieties of applications …

A comparative study on sentiment analysis approaches and methods

GK Rajput, A Kumar, S Kundu - 2020 9th International …, 2020 - ieeexplore.ieee.org
With the rapid development of Internet and its usages, Sentiment analysis, the subsidiary of
Natural Language processing has also grown. Through, it the implicit emotion in the text can …

Machine learning based approach to sentiment analysis

S Nigam, AK Das, R Chandra - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Sentiment analysis is one of the fastest growing research areas in natural language
processing (NLP), making it challenging to keep track of all the activities. In a present day …

A comparative evaluation of traditional machine learning and deep learning classification techniques for sentiment analysis

K Dhola, M Saradva - … on cloud computing, data science & …, 2021 - ieeexplore.ieee.org
With the technological advancement in the field of digital transformation, the use of the
internet and social media has increased immensely. Many people use these platforms to …

Enhancing the performance of sentiment analysis by using different feature combinations

N Iqbal, AM Chowdhury, T Ahsan - … International conference on …, 2018 - ieeexplore.ieee.org
With the growing accessibility and acceptance of social networking epoch, Sentiment
Analysis has become one of the most prominent research domain in natural language …

Evaluating the performance of machine learning sentiment analysis algorithms in software engineering

J Shen, O Baysal, MO Shafiq - … , Intl Conf on Cloud and Big Data …, 2019 - ieeexplore.ieee.org
In recent years, sentiment analysis has been aware within software engineering domain.
While automated sentiment analysis has long been suffering from doubt of accuracy, the tool …

Comparison of traditional machine learning and deep learning approaches for sentiment analysis

D Kansara, V Sawant - … Technologies and Applications: Proceedings of 2nd …, 2020 - Springer
With the advent of deep learning paradigms, many new algorithms have been flourishing
which can be leveraged for the task of sentiment analysis. In this paper, we present an …

Performance analysis of different neural networks for sentiment analysis on IMDb movie reviews

MR Haque, SA Lima, SZ Mishu - 2019 3rd International …, 2019 - ieeexplore.ieee.org
With the huge expansion of text data sentiment analysis is playing a crucial role in analyzing
the user's perspective about a particular product, company or any other physical or virtual …

Convolutional neural network based sentiment analysis with tf-idf based vectorization

B Kabra, C Nagar - Journal of Integrated Science and …, 2023 - pubs.thesciencein.org
Recent years have seen an increase in interest in sentiment analysis (SA), which is the
process of determining if a textual item communicates a favorable or negative opinion about …