Malay sentiment analysis based on combined classification approaches and Senti-lexicon algorithm

A Al-Saffar, S Awang, H Tao, N Omar, W Al-Saiagh… - PloS one, 2018 - journals.plos.org
Sentiment analysis techniques are increasingly exploited to categorize the opinion text to
one or more predefined sentiment classes for the creation and automated maintenance of …

Sentiment analysis of Malay social media text

K Chekima, R Alfred - Computational Science and Technology: 4th ICCST …, 2018 - Springer
Since early 2000, sentiment analysis has grown to be one of the most active research areas
in Natural Language Processing (NLP). Since then, researchers have shown a tremendous …

Sentiment analysis for financial news headlines using machine learning algorithm

SM Shuhidan, SR Hamidi, S Kazemian… - Proceedings of the 7th …, 2018 - Springer
The study covers the implementation of machine learning algorithm approaches in
sentiment analysis of Malaysia financial news headlines. This study can be used for …

Study on feature selection and machine learning algorithms for Malay sentiment classification

A Alsaffar, N Omar - … of the 6th International Conference on …, 2014 - ieeexplore.ieee.org
Online social media is used to show the sentiments of different individuals about various
subjects. Sentiment analysis or opinion mining has recently been considered as one of the …

[PDF][PDF] Comparison of machine learning algorithms for sentiment classification on fake news detection

Y Mahmud, NS Shaeeali… - International Journal of …, 2021 - pdfs.semanticscholar.org
With the wide usage of World Wide Web (WWW) and social media platforms, fake news
could become rampant among the users. They tend to create and share the news without …

[PDF][PDF] Integrating a Lexicon based approach and K nearest neighbour for Malay sentiment analysis

A Alsaffar, N Omar - Journal of Computer Science, 2015 - academia.edu
Sentiment analysis or opinion mining refers to the automatic extraction of sentiments from a
natural language text. Although many studies focusing on sentiment analysis have been …

Lexical based sentiment analysis-Verb, adverb & negation

NF Shamsudin, H Basiron, Z Sa'aya - … , Electronic and Computer …, 2016 - jtec.utem.edu.my
Sentiment analysis is a method to determine whether the feedback given by the user is
positive or negative. The comments posted by users consists noisy text which includes …

Sentiment classification of unstructured data using lexical based techniques

NF Shamsudin, H Basiron, Z Saaya… - Jurnal …, 2015 - journals.utm.my
Sentiment analysis is the computational study of people’ s opinion or feedback,
attitudes, and emotions toward entities, individuals, issues, events, topics and their …

Minimally-supervised sentiment lexicon induction model: A case study of malay sentiment analysis

M Darwich, SAM Noah, N Omar - … Workshop on Multi-disciplinary Trends in …, 2017 - Springer
Vital to the task of mining sentiment from text is a sentiment lexicon, or a dictionary of terms
annotated for their a priori information across the semantic dimension of sentiment. Each …

OpinAIS: an artificial immune system-based framework for opinion mining

A Baldominos, N Luis Mingueza, M García del Pozo - 2015 - reunir.unir.net
This paper proposes the design of an evolutionary algorithm for building classifiers
specifically aimed towards performing classification and sentiment analysis over texts …