Two-layered machine learning approach for sentiment analysis of tweets related to Electric Vehicles

S Sathyan, JJ Peedikayil… - … on Innovations in …, 2023 - ieeexplore.ieee.org
This study aims to perform Sentiment Analysis (SA) on social media data related to Electric
Vehicles (EVs) using two layered unsupervised and supervised machine learning methods …

Sentiment Analysis of opinions about Electric Vehicles Using Twitter data

S Kumar, S Gawade - … IEEE 7th Conference on Information and …, 2023 - ieeexplore.ieee.org
The proverbial road to hybrid vehicle inclusion has been consolidated over the last decade
as a logical consequence of metrics such as a sustained trickle of new models, faster and …

[PDF][PDF] Exploring the Sentiment Analysis of Electric Vehicles Social Media Data by Using Feature Selection Methods

FJ Costello, KC Lee - Journal of Digital Convergence, 2020 - koreascience.kr
This study presents a recently obtained social media data set based upon the case study of
Electric Vehicles (EV) and looks to implement a sentiment analysis (SA) in order to gain …

Sentiment Analysis of Electric Vehicles in Indonesia Using Support Vector Machine and Naïve Bayes

RA Ekatama, M Rahardi, A Aminuddin… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
In recent years, electric vehicles have become a prominent and widely-discussed topic on
the global stage. This heightened interest can be attributed to various factors, including the …

Analyzing Public Opinion on Electrical Vehicles in Indonesia Using Sentiment Analysis and Topic Modeling

N Ashari, MZM Al Firdaus, I Budi… - 2023 International …, 2023 - ieeexplore.ieee.org
Electrical vehicles (EVs) are one of the solutions to tackle the issues of greenhouse gas
emissions and climate change in the world. In Indonesia, the government has made …

PUBLIC SENTIMENT ANALYSIS ON ELECTRIC CARS USING MACHINE LEARNING ALGORITMS

RD Tejayanda, B Prasetyo, MA Faisal… - Jurnal Teknik …, 2024 - jutif.if.unsoed.ac.id
The presence of electric vehicles has generated diverse opinions among the public, as
widely discussed on social media. The lack of understanding about electric vehicle …

Social Media-Based Sentiment Analysis: Electric Vehicle Usage in Indonesia

H Salsabila, R Habibi, NH Harani - Indonesian Journal of Computer …, 2023 - 3.8.6.95
This research analyzes the sentiment regarding the use of electric vehicles in Indonesia
through social media, utilizing over 10,000 data points from Twitter. The results indicate a …

Electric Vehicle Adoption in Indonesia: Insights from Sentiment Analysis of Major News Portals

RTRL Bau, A Hermila, M Latief - 2024 International Conference …, 2024 - ieeexplore.ieee.org
The adoption of electric vehicles (EVs) has gained significant attention worldwide, and
Indonesia is no exception. Understanding public perspectives towards EVs in Indonesia is …

An empirical case study on Indian consumers' sentiment towards electric vehicles: A big data analytics approach

R Jena - Industrial Marketing Management, 2020 - Elsevier
Today, climate change due to global warming is a significant concern to all of us. India's rate
of greenhouse gas emissions is increasing day by day, placing India in the top ten emitters …

Sentiment Analysis of Self Driving Car Dataset: A comparative study of Deep Learning approaches

D Pandya, A Thakkar - Procedia Computer Science, 2024 - Elsevier
Sentiment Analysis (SA) is a crucial task in understanding public opinions and perceptions
towards emerging technologies. In this study, we focus on SA for a self-driving car dataset as …