Data science and analytics: an overview from data-driven smart computing, decision-making and applications perspective

IH Sarker - SN Computer Science, 2021 - Springer
The digital world has a wealth of data, such as internet of things (IoT) data, business data,
health data, mobile data, urban data, security data, and many more, in the current age of the …

Sentiment analysis for fake news detection

MA Alonso, D Vilares, C Gómez-Rodríguez, J Vilares - Electronics, 2021 - mdpi.com
In recent years, we have witnessed a rise in fake news, ie, provably false pieces of
information created with the intention of deception. The dissemination of this type of news …

MLCM: Multi-label confusion matrix

M Heydarian, TE Doyle, R Samavi - IEEE Access, 2022 - ieeexplore.ieee.org
Concise and unambiguous assessment of a machine learning algorithm is key to classifier
design and performance improvement. In the multi-class classification task, where each …

Multimodal sentiment analysis: a survey of methods, trends, and challenges

R Das, TD Singh - ACM Computing Surveys, 2023 - dl.acm.org
Sentiment analysis has come long way since it was introduced as a natural language
processing task nearly 20 years ago. Sentiment analysis aims to extract the underlying …

A novel method for sentiment classification of drug reviews using fusion of deep and machine learning techniques

ME Basiri, M Abdar, MA Cifci, S Nemati… - Knowledge-Based …, 2020 - Elsevier
Nowadays, the development of new computer-based technologies has led to rapid increase
in the volume of user-generated textual content on the website. Patient-written medical and …

Light gradient boosting machine for general sentiment classification on short texts: a comparative evaluation

F Alzamzami, M Hoda, A El Saddik - IEEE access, 2020 - ieeexplore.ieee.org
Recently, the focus on sentiment analysis has been domain dependent even though the
expressions used by the public are unsophisticatedly familiar regardless of the topics or …

Social media toxicity classification using deep learning: real-world application UK brexit

H Fan, W Du, A Dahou, AA Ewees, D Yousri, MA Elaziz… - Electronics, 2021 - mdpi.com
Social media has become an essential facet of modern society, wherein people share their
opinions on a wide variety of topics. Social media is quickly becoming indispensable for a …

[HTML][HTML] Big data analytics and international negotiations: Sentiment analysis of Brexit negotiating outcomes

E Georgiadou, S Angelopoulos, H Drake - International Journal of …, 2020 - Elsevier
Abstract We introduce Big Data Analytics (BDA) and Sentiment Analysis (SA) to the study of
international negotiations, through an application to the case of the UK-EU Brexit …

EmoSet: A large-scale visual emotion dataset with rich attributes

J Yang, Q Huang, T Ding, D Lischinski… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Visual Emotion Analysis (VEA) aims at predicting people's emotional responses to
visual stimuli. This is a promising, yet challenging, task in affective computing, which has …

Opinion mining for software development: a systematic literature review

B Lin, N Cassee, A Serebrenik, G Bavota… - ACM Transactions on …, 2022 - dl.acm.org
Opinion mining, sometimes referred to as sentiment analysis, has gained increasing
attention in software engineering (SE) studies. SE researchers have applied opinion mining …