Sentiment classification method based on blending of emoticons and short texts

H Zou, K Xiang - Entropy, 2022 - mdpi.com
With the development of Internet technology, short texts have gradually become the main
medium for people to obtain information and communicate. Short text reduces the threshold …

Uncover social media interactions on cryptocurrencies using social set analysis (ssa)

H Omar, LA Lasrado - Procedia Computer Science, 2023 - Elsevier
Cryptocurrencies are decentralized digital currencies that use blockchain technology to
create a secure and decentralized environment. In the decade since the inception of social …

Using Pre-Trained Models for Sentiment Analysis in Indonesian Tweets

AA Arifiyanti, DSY Kartika… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Sentiment analysis from Twitter can provide useful information about public opinion to public
perceptions of a topic, product, and service provided by industry players to government. This …

[PDF][PDF] On the Utilization of Emoji Encoding and Data Preprocessing with a Combined CNN-LSTM Framework for Arabic Sentiment Analysis.

H Alawneh, A Hasasneh, M Maree - Modelling, 2024 - researchgate.net
Social media users often express their emotions through text in posts and tweets, and these
can be used for sentiment analysis, identifying text as positive or negative. Sentiment …

Multi-class sentiment analysis over social networking applications using text and emoji-based features

R Reddy, AK UM - 2022 International Conference on Applied …, 2022 - ieeexplore.ieee.org
In social network, text, audio, video, and emoticons/emojis are often utilized to express a
user's perspective. It includes everything from health applications, counseling, and business …

Analisis Sentimen Ulasan Pengguna Bsi Mobile Pada Google Play Dengan Pendekatan Supervised Learning

AA Arifiyanti, NR Shantika… - Jurnal Informatika …, 2023 - jurnal.polinema.ac.id
Ulasan pengguna merupakan salah satu bentuk timbal balik dari pengguna yang
sepatutnya dianalisis oleh pihak pengembang agar dapat digunakan sebagai dasar …

A Deep Learning Based Emoticon Classification for Social Media Comment Analysis

S Sankari, SS Priscila - … on Advancements in Smart Computing and …, 2023 - Springer
Social Network plays a vital role in exchanging information in this smart world. In such
situations, the usage of words is an important one to restrict the abusive information and text …

Implementation of Bidirectional Long Short Term Memory (BiLSTM) Algorithm with Embedded Emoji Sentiment Analysis of Covid 19 Anxiety Level and Socio …

J Marcelina, ET Tosida… - International Journal of …, 2024 - journal.rescollacomm.com
The COVID-19 pandemic has presented multidimensional challenges in Indonesia,
significantly affecting social, economic, and public health at the level of anxiety. Public …

Comparative Analysis of Emotion Classification using TF-IDF Vector

MA Shaik, Y Sahithi, M Nishitha… - … Conference on Self …, 2023 - ieeexplore.ieee.org
In the current digital era, it is essential to effectively communicate in online settings, and
emojis have emerged as a key tool for doing so. In order to improve the precision and …

Investigating the Effects of Applying Different Text Pre-processing on the Performance of Sentiment Analysis for Malay Document Corpus

R Alfred, EMB Rahim, RH Pailus - International Conference on Advances …, 2023 - Springer
In this era where social media networking and internet applications keep growing, people
can easily express their opinions and feelings towards anything, either on products or …