Karin Becker

Karin Becker

Universidade Federal do Rio Grande do Sul

H-index: 22

Latin America-Brazil

About Karin Becker

Karin Becker, With an exceptional h-index of 22 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidade Federal do Rio Grande do Sul, specializes in the field of Data Mining, web mining, data science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Understanding stance classification of BERT models: an attention-based framework

Data management in digital twins: a systematic literature review

A multi-dimensional framework to analyze group behavior based on political polarization

SSSD: Leveraging Pre-Trained Models and Semantic Search for Semi-Supervised Stance Detection

BB25HLegalSum: Leveraging BM25 and BERT-Based Clustering for the Summarization of Legal Documents

DAC stacking: A deep learning ensemble to classify anxiety, depression, and their comorbidity from Reddit texts

Understanding the COVID vaccination stances in Brazil: a temporal analysis using twitter data

Data management in digital twins for the oil and gas industry: beyond the osdu data platform

Karin Becker Information

University

Position

Instituto de Informática

Citations(all)

1531

Citations(since 2020)

652

Cited By

1072

hIndex(all)

22

hIndex(since 2020)

15

i10Index(all)

50

i10Index(since 2020)

20

Email

University Profile Page

Universidade Federal do Rio Grande do Sul

Google Scholar

View Google Scholar Profile

Karin Becker Skills & Research Interests

Data Mining

web mining

data science

Top articles of Karin Becker

Title

Journal

Author(s)

Publication Date

Understanding stance classification of BERT models: an attention-based framework

Knowledge and Information Systems

Carlos Abel Córdova Sáenz

Karin Becker

2024/1

Data management in digital twins: a systematic literature review

Jaqueline B Correia

Mara Abel

Karin Becker

2023/8

A multi-dimensional framework to analyze group behavior based on political polarization

Expert Systems with Applications

Régis Ebeling

Jéferson Nobre

Karin Becker

2023/12/15

SSSD: Leveraging Pre-Trained Models and Semantic Search for Semi-Supervised Stance Detection

André de Sousa

Karin Becker

2023/9

BB25HLegalSum: Leveraging BM25 and BERT-Based Clustering for the Summarization of Legal Documents

Leonardo de Andrade

Karin Becker

2023/9

DAC stacking: A deep learning ensemble to classify anxiety, depression, and their comorbidity from Reddit texts

IEEE Journal of Biomedical and Health Informatics

Vanessa Borba de Souza

Jeferson Campos Nobre

Karin Becker

2022/3/1

Understanding the COVID vaccination stances in Brazil: a temporal analysis using twitter data

Journal of Information and Data Management

André Mediote de Sousa

Karin Becker

2022

Data management in digital twins for the oil and gas industry: beyond the osdu data platform

Journal of Information and Data Management

Jaqueline B. Correia

Fabrício Rodrigues

Nicolau Santos

Mara Abel

Karin Becker

2022

Comparando os posicionamentos a favor/contra a vacinação covid nos estados unidos da américa e no brasil

André Mediote de Sousa

Karin Becker

2022/9/19

Aplicação de técnicas de mineração em dados sintéticos para manutenção preditiva: um estudo de caso

Rafael Schena

João Cesar Netto

Karin Becker

2022/9/19

Analysis of the influence of political polarization in the vaccination stance: the Brazilian COVID-19 scenario

Proceedings of the International AAAI Conference on Web and Social Media

Régis Ebeling

Carlos Abel Córdova Sáenz

Jéferson Campos Nobre

Karin Becker

2022/5/31

Pro/anti-vaxxers in brazil: a temporal analysis of covid vaccination stance in twitter

André Mediote de Sousa

Karin Becker

2021/10/4

A Deep Learning Ensemble to Classify Anxiety, Depression, and their Comorbidity from Texts of Social Networks

Journal of Information and Data Management

Vanessa Souza

Jeferson Nobre

Karin Becker

2021/10/2

Comparing ARIMA and LSTM models to predict time series in the oil industry

Jaqueline B Correia

Marcos Pivetta

Givanildo Santana do Nascimento

Karin Becker

2021/10/4

Entrevista com Karin Becker

Mariane Souza de Quadros

Karin Becker

Luiz Sperotto Teixeira

Mariana Sirena

2021/6/9

Assessing the use of attention weights to interpret BERT-based stance classification

Carlos Abel Córdova Sáenz

Karin Becker

2021/12/14

Núcleo de fusao de dados de um gêmeo digital da indústria de petróleo e gás

Jaqueline B Correia

Mara Abel

Karin Becker

2021/10/4

The effect of political polarization on social distance stances in the Brazilian COVID-19 scenario

Journal of Information and Data Management

Régis Ebeling

Carlos Abel Córdova Sáenz

Jeferson Nobre

Karin Becker

2021/8/5

Interpreting BERT-based stance classification: a case study about the Brazilian COVID vaccination

Carlos Abel Córdova Sáenz

Karin Becker

2021/10/4

Assessing the combination of DistilBERT news representations and diffusion topological features to classify fake news

Journal of Information and Data Management

Carlos Abel Córdova Sáenz

Marcelo Dias

Karin Becker

2021/5

See List of Professors in Karin Becker University(Universidade Federal do Rio Grande do Sul)

Co-Authors

H-index: 36
Claudia Werner

Claudia Werner

Universidade Federal do Rio de Janeiro

H-index: 22
Duncan Dubugras Alcoba Ruiz

Duncan Dubugras Alcoba Ruiz

Pontifícia Universidade Católica do Rio Grande do Sul

H-index: 22
Jim Pruyne

Jim Pruyne

University of Chicago

H-index: 20
Mara Abel

Mara Abel

Universidade Federal do Rio Grande do Sul

H-index: 16
Márcio P. Basgalupp

Márcio P. Basgalupp

Universidade Federal de São Paulo

H-index: 14
Renata Galante

Renata Galante

Universidade Federal do Rio Grande do Sul

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