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Deep Learning-based Natural Language Processing Methods Comparison for Presumptive Detection of Cyberbullying in Social Networks
ArticleAbstract: Due to TIC development in the last years, users have managed to satisfy many social experiences throPalabras claves:BERT, Bidirectional Encoder Representations from Transformers, CYBERBULLYING, Natural Language processing, Recurrent Neural Network + Long Short Term Memory, RNN+LSTM, semantics, sentiment analysis, Spanish Language ProcessingAutores:Diego A. Andrade-Segarra, Gabriel A. León-ParedesFuentes:googlescopusA Web Approach for the Extraction, Analysis, and Visualization of Sentiments in Social Networks Regarding the Public Opinion on Politicians in Ecuador Using Natural Language Processing and High-Performance Computing Tools
OtherAbstract: In a constantly evolving technological world, the presence of state-of-the-art computer-based methodPalabras claves:ChatGPT, high-performance computing, Natural Language processing, Politicians Public Opinion, sentiment analysis, SOCIAL NETWORKSAutores:B. Parra Zambrano, Gabriel A. León-ParedesFuentes:scopusA Multilingual Sentiment Analysis System for TikTok Comments in Spanish Using RoBERTa and LSTM
OtherAbstract: Social media platforms, particularly TikTok, have become an integral part of daily life for millionsPalabras claves:Deep learning, Multilingual Natural Language Processing, Parallel computing, Pytorch, sentiment analysis, Social media analysisAutores:Christian M. Buestan-Villa, Gabriel A. León-Paredes, Luis A. Alba-Narváez, Santiago M. Torres-CorderoFuentes:scopusEnhancing Sentiment Analysis of Corruption-Related Comments on Social Networks in Ecuador Using Techniques of Machine Learning: LSTM, Linear Regression, and Support Vector Machine
OtherAbstract: This research focuses on obtaining effective models that can predict a person’s sentiments from writPalabras claves:corruption, linear regression, LSTM, sentiment analysis, SVMAutores:Denys Dutan-Sanchez, Gabriel A. León-Paredes, Paul Idrovo-BerrezuetaFuentes:scopusCombining Synthetic Minority Over-Sampling Technique and Multinomial Naive Bayes for Sentiment Analysis on Imbalanced Social Media Datasets
OtherAbstract: Sentiment analysis on social media poses a significant challenge for researchers in the field of NatPalabras claves:Machine Learning, Multinomial Naive Bayes, Natural language processing (NLP), sentiment analysis, SMOTE (Synthetic Minority Over-sampling Technique)Autores:Gabriel A. León-Paredes, Jorge L. Mendieta-PiedraFuentes:scopusA Real-Time Political Sentiment Analysis System Using DeepSeek-R1 on Multiplatform Social Media Data
OtherAbstract: Sentiment analysis on social media platforms has become an essential tool for gauging public opinionPalabras claves:Artificial intelligence, Natural Language processing, Public opinion analysis, sentiment analysis, social media, Text classificationAutores:Blanca L. Padilla-Viñanzaca, Gabriel A. León-Paredes, Karla M. Parraga-Riera, Sebastián F. Guamán-TorresFuentes:scopusSentiment Analysis of Spanish Comments Using the BERT Model and Parallel Computing Techniques to Optimize and Evaluate the Acceptance of Content on YouTube
OtherAbstract: YouTube, one of the most visited platforms worldwide, generates immense data through user content anPalabras claves:BERT Model, data science, Machine Learning, Multilingual Natural Language Processing, Parallel computing, sentiment analysis, Social media analysis, Textual Data AnalysisAutores:Gabriel A. León-Paredes, John A. Sanmartín-Quituisaca, Paulina E. Azuero-AmbrosiFuentes:scopusPresumptive Detection of Cyberbullying on Twitter through Natural Language Processing and Machine Learning in the Spanish Language
Conference ObjectAbstract: Nowadays, the constant development of information and communication technologies (ICTs) has changedPalabras claves:CYBERBULLYING, Expert System, Natural Language processing, semantics, sentiment analysis, Spanish Language ProcessingAutores:Barbosa-Santillan L.I., Gabriel A. León-Paredes, JACK FERNANDO BRAVO TORRES, Pablo L. Gallegos-Segovia, Paredes-Pinos M.M., Paúl Esteban Vintimilla Tapia, Wilson F. Palomeque-LeonFuentes:googlescopus