Lexicon-based vs. Bert-based sentiment analysis: A comparative study in Italian

R Catelli, S Pelosi, M Esposito - Electronics, 2022 - mdpi.com
Recent evolutions in the e-commerce market have led to an increasing importance attributed
by consumers to product reviews made by third parties before proceeding to purchase. The …

Cross lingual transfer learning for sentiment analysis of Italian TripAdvisor reviews

R Catelli, L Bevilacqua, N Mariniello, VS di Carlo… - Expert Systems with …, 2022 - Elsevier
Over the years, the attention of the scientific world towards the techniques of sentiment
analysis has increased considerably, driven by industry. The arrival of the Google BERT …

[HTML][HTML] Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach

J Kocoń, A Figas, M Gruza, D Puchalska… - Information Processing …, 2021 - Elsevier
Abstract Analysis of subjective texts like offensive content or hate speech is a great
challenge, especially regarding annotation process. Most of current annotation procedures …

Arabic aspect extraction based on stacked contextualized embedding with deep learning

AS Fadel, ME Saleh, OA Abulnaja - IEEE Access, 2022 - ieeexplore.ieee.org
The exponential growth of the internet and a multi-fold increase in social media users in the
last decade have resulted in a massive growth of unstructured data. Aspect-Based …

LSTM‐DGWO‐Based Sentiment Analysis Framework for Analyzing Online Customer Reviews

K Barik, S Misra, AK Ray… - Computational Intelligence …, 2023 - Wiley Online Library
Sentiment analysis furnishes consumer concerns regarding products, enabling product
enhancement development. Existing sentiment analysis using machine learning techniques …

Comparison and evaluation of different methods for the feature extraction from educational contents

J Aguilar, C Salazar, H Velasco, J Monsalve-Pulido… - Computation, 2020 - mdpi.com
This paper analyses the capabilities of different techniques to build a semantic
representation of educational digital resources. Educational digital resources are modeled …

A reinforced active learning approach for optimal sampling in aspect term extraction for sentiment analysis

M Venugopalan, D Gupta - Expert Systems with Applications, 2022 - Elsevier
Aspect level sentiment analysis is a fine grained task in sentiment analysis which identifies
the product features from an opinionated piece of text and maps the sentiment towards each …

Extended rule-based opinion target extraction with a novel text pre-processing method and ensemble learning

KM Karaoğlan, O Fındık - Applied Soft Computing, 2022 - Elsevier
Opinion target extraction (OTE) is the extraction of explicit expressions related to entity
aspects interpreted with subjective attributive words in the review sentences using …

A context-enhanced Dirichlet model for online clustering in short text streams

J Kumar, J Shao, R Kumar, SU Din, CB Mawuli… - Expert Systems with …, 2023 - Elsevier
Online clustering of short text streams has become significant due to the popularity of news
and social media platforms. The objective of online clustering is to maintain active topics …

[HTML][HTML] Application of supervised learning algorithms for temperature prediction in nucleate flow boiling

A Cabarcos, C Paz, E Suarez, J Vence - Applied Thermal Engineering, 2024 - Elsevier
This work investigates the use of supervised learning algorithms to predict temperatures in
an experimental test bench, which was initially designed for studying nucleate boiling …