An automated learning model for sentiment analysis and data classification of Twitter data using balanced CA-SVM

CPD Cyril, JR Beulah, N Subramani… - Concurrent …, 2021 - journals.sagepub.com
The modern society runs over the social media for their most time of every day. The web
users spend their most time in social media and they share many details with their friends …

Comparison naive bayes classifier, k-nearest neighbor and Support Vector Machine in the classification of individual on twitter account

E Utami - Jurnal Teknik Informatika (JUTIF), 2022 - jutif.if.unsoed.ac.id
In current's digital era, people can take advantage of the ease and effectiveness of
interacting with each other. The most popular online activity in Indonesia is the use of sosial …

A Survey of Semantic Approaches in Personality Traits Profiling Analysis

AD Hartanto, E Utami, A Setyanto - … Conference on Smart …, 2024 - ieeexplore.ieee.org
Natural language processing (NLP) and machine learning have been used in the analysis of
individual profiling based on various data sources, including public datasets, social media …

[PDF][PDF] Job classification: A Review of Data, Features, and Methods

MHH Hisham, MAA Aziz… - Journal of Electrical and …, 2022 - jeesr.uitm.edu.my
In this review paper, job classification is viewed as a process to classify or to recommend
jobs to the group job candidates according to the criteria set. Job classification has wide …

Supervised learning and resampling techniques on DISC personality classification using Twitter information in Bahasa Indonesia

E Utami, I Oyong, S Raharjo… - Applied Computing and …, 2021 - emerald.com
Purpose Gathering knowledge regarding personality traits has long been the interest of
academics and researchers in the fields of psychology and in computer science. Analyzing …

Employee classification for personalized professional training using machine learning techniques and SMOTE

T Kaewwiset, P Temdee… - 2021 Joint International …, 2021 - ieeexplore.ieee.org
Training and development are essential parts of professional development that are
necessary for employees to improve their capacity. Generally, professional development …

Machine Learning Model to Selection of Job Applicant Documents to Increase The Human Resources Department Performance

RD Mangruwa, NKS Putri - 2023 5th International …, 2023 - ieeexplore.ieee.org
The planning of the company's existing and future human resource needs is included in the
process of human resource recruitment. The availability of human resources, in terms of both …

An Integration of Deep Learning Approach for prediction of Consumer Reviews using Sentiment Analysis

VG Krishnan, K Sankar, PAA Saleem… - … on Electronics and …, 2022 - ieeexplore.ieee.org
There is a massive increase in consumer reviews posted on social media, both in terms of
the volume of evaluations and their relevance. This is why sentiment analysis is becoming …

Classifying User Personality Based on Media Social Posts Using Support Vector Machine Algorithm Based on DISC Approach

AD Hartanto, E Utami, S Adi, S Raharjo… - … on Cybernetics and …, 2020 - ieeexplore.ieee.org
Twitter is one of the largest social media with 326 million active users in January 2019.
Indonesia emerged as one of the largest countries in terms of Twitter users. Every day more …

PREDICTION OF 2024 PRESIDENTIAL ELECTION USING K-NN WITH METRIC APPROACHES CHEBYSHEV AND EUCLIDEAN BASED ON TWITTER DATA …

SR Darmawan, M Fatchan… - Jurnal Teknik Informatika …, 2024 - jutif.if.unsoed.ac.id
The potential difference between the popularity of presidential candidates on social media
and in the general public poses a serious challenge in predicting the outcome of the 2024 …