A big data experiment to evaluate the effectiveness of traditional machine learning techniques against LSTM neural networks in the hotels clients opinion mining

T de Oliveira Lima, M Colaço… - … Conference on Big …, 2021 - ieeexplore.ieee.org
Context: Nowadays, client reviews on social networks can be a great source of knowledge
extraction for strategic marketing planning. In the tourism area, opinions given by hotel …

An experimental evaluation of the neuromessenger: A collaborative tool to improve the empathy of text interactions

BS Santos, MC Junior… - 2018 IEEE Symposium on …, 2018 - ieeexplore.ieee.org
Empathy plays an important role in social interactions, for example, in effective teaching-
learning processes in teacher-student relationships, and in the company-client or employee …

Industrial and OSS developers' profiles: a family of experiments to evaluate a pioneering neuro-linguistic method for preferred representational systems automatic …

MC Júnior, BS Santos, M Mendonça… - Journal of the Brazilian …, 2021 - Springer
Software projects use mailing lists as the primary tool for collaboration and coordination.
Mailing lists can be an important source for extracting behavioral patterns in the software …

A Big Data Experiment to Assess the Effectiveness of Deep Learning Neural Networks in the Mining of Sustainable Aspects of the Hotels Clients Opinions

T de Oliveira Lima, MC Júnior, KH de J. Prado… - … -New Generations (ITNG …, 2019 - Springer
Context: Opinions given by hotel clients in tourism social networks, the ones which can be a
great source of knowledge extraction in the Big Data context, including the sustainable …

Data Science aplicada à análise criminal baseada nos dados abertos governamentais de Minas Gerais

KH de Jesus Prado, MC Júnior - Research, Society and …, 2020 - rsdjournal.org
Context: Crime is a common and complex social problem that affects a nation's quality of life,
economic growth and reputation. Governments and society in general have had enormous …

Data Science Applied to Crime Analysis Based on Brazilian Open Government Data

K Henrique de Jesus Prado… - Journal of Applied …, 2022 - Taylor & Francis
Context: The criminality phenomenon affects the quality of life, the economic growth and the
reputation of a nation. Each year, governments spend millions of dollars fighting violence …

Um Experimento Inicial sobre Associações entre os Crimes Ocorridos no Brasil

WF Gomes, MC Junior… - Research, Society and …, 2020 - rsdjournal.org
Context: Crime has been a problem around the world, causing damage to societies.
Education, poverty, employment and climate are some of the factors that affect the crime …