Enhancing Spam Comment Detection on Social Media With Emoji Feature and Post-Comment Pairs Approach Using Ensemble Methods of Machine Learning

AR Chrismanto, AK Sari, Y Suyanto - IEEE Access, 2023 - ieeexplore.ieee.org
Every time a well-known public figure posts something on social media, it encourages many
users to comment. Unfortunately, not all comments are relevant to the post. Some are spam …

[PDF][PDF] Critical evaluation on spam content detection in social media

AR Chrismanto, K Sari, Y Suyanto - J. Theor. Appl. Inf. Technol, 2022 - jatit.org
The spam content detection problem is still challenging due to its complexity, feature
extraction process, language, context-aware detection capabilities, performance, and …

Rupiah exchange prediction of US Dollar using linear, polynomial, and radial basis function kernel in support vector regression

M Alida, M Mustikasari - Jurnal Online Informatika, 2020 - join.if.uinsgd.ac.id
As a developing country, Indonesia is affected by fluctuations in foreign exchange rates,
especially the US Dollar. Determination of foreign exchange rates must be profitable so a …

An analysis of spam email detection performance assessment using machine learning

B Santoso - Jurnal Online Informatika, 2019 - join.if.uinsgd.ac.id
Spam email is very annoying for email account users to get relevant information. Detection
of email spam has actually been applied to email services for the public with various …

Performance comparison of support vector machine and gaussian naive bayes classifier for youtube spam comment detection

YN Ifriza, M Sam'an - Journal of Soft Computing Exploration, 2021 - shmpublisher.com
Youtube is a video sharing site that was begun back in 2005. Youtube produces over 400
hours of substance each moment and more than 1 billion hours of substance are devoured …

[PDF][PDF] Improving spam email detection using deep recurrent neural network

S Larabi-Marie-Sainte, S Ghouzali, T Saba… - Inst. Adv. Eng …, 2022 - academia.edu
Nowadays the entire world depends on emails as a communication tool. Spammers try to
exploit various vulnerabilities to attack users with spam emails. While it is difficult to prevent …

Arcing faults detection in switchgear with extreme learning machine

S Ishak, SP Koh, JD Tan, SK Tiong… - Journal of Physics …, 2022 - iopscience.iop.org
The robustness of switchgears has critical impacts on the general efficiency of power
distribution systems. Faulty switchgears lead to many unwanted complications for utility …

EiAP-BC: A Novel Emoji Aware Inter-Attention Pair Model for Contextual Spam Comment Detection Based on Posting Text

AR Chrismanto, E Winarko, Y Suyanto - ACM Transactions on Asian and …, 2024 - dl.acm.org
Detecting spam comments on social media remains a continuously discussed research topic
to this day, especially on public figure/celebrity accounts in Indonesia. However, the …

Corona fault detection in switchgear with extreme learning machine

S Ishak, SP Koh, JD Tan, SK Tiong, CP Chen - Bulletin of Electrical …, 2020 - beei.org
Switchgear is a very important component in a power distribution line. Failure in a
switchgear can lead to catastrophic danger and losses. In this research, a fault detection …

[PDF][PDF] Analysis of spammers' behavior on a live streaming chat

S Yousukkee, N Wisitpongphan - … International Journal of …, 2021 - pdfs.semanticscholar.org
Live streaming is becoming a popular channel for advertising and marketing. An advertising
company can use this feature to broadcast and reach a large number of customers …