Karin Becker

Dados pessoais

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Ciências Exatas e da Terra
Área de atuação: Ciência da Computação

Publicações

Total: 152

Área temática ASJC

Percentual das publicações classificadas

HS Ciências da Saúde
LS Ciências da Vida
MU Multidisciplinar
PS Ciências Físicas
SH Ciências Sociais e Humanidades

Categoria ASJC

Categorias ASJC mais frequentes

Nome	Vínculo	Grande área de atuação	Área de atuação
Nome	Vínculo	Grande área de atuação	Área de atuação
Claudia Maria Lima WERNER		Ciências Exatas e da Terra	Ciência da Computação
Jano Moreira De SOUZA		Ciências Exatas e da Terra	Ciência da Computação
Marcelo Soares PIMENTA		Ciências Exatas e da Terra	Ciência da Computação
Paulo Sérgio SAUSEN		Ciências Exatas e da Terra	Matemática

Figura 1

Número de publicações por ano e por tipo

Todas as publicações do perfil

Figura 2

Categorias ASJC mais frequentes por ano

A cor dos pontos identifica a categoria predominante

Figura 3

Mapa de calor das categorias ASJC por ano

Frequências absolutas; cores mais escuras indicam mais publicações. Todas as categorias ASJC e anos disponíveis, sem aplicar os filtros da página.

Escala: 0 → 8

Mapa de calor das categorias ASJC por ano
Categoria ASJC	1985	1986	1987	1988	1989	1990	1991	1993	1995	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2026	2027
1701 · Computer Science (miscellaneous)	1	2	1	2	2	2	2	1	1	0	5	1	1	4	2	3	3	2	5	8	0	4	2	3	2	3	0	2	2	2	1	0	0	0	0	2	1	1	0	0
1702 · Artificial Intelligence	0	0	0	0	0	1	0	0	0	1	0	1	0	1	0	0	0	2	0	1	0	0	0	1	0	1	1	1	3	1	1	1	1	4	0	0	1	0	2	0
3304 · Education	0	0	0	0	0	1	0	0	0	0	0	2	1	1	0	0	0	0	0	0	1	0	0	0	0	1	3	0	0	0	1	0	1	0	0	0	0	0	0	0
1706 · Computer Science Applications	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	2	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	1	1	1
3201 · Psychology (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	3	1	0	1	0	0	0	0
2801 · Neuroscience (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	1	0	0	0	0	0
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0
1710 · Information Systems	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0
1203 · Language and Linguistics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0
1401 · Business; Management and Accounting (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
2201 · Engineering (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
2700 · General Medicine	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0
2701 · Medicine (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0
1301 · Biochemistry; Genetics and Molecular Biology (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
1306 · Cancer Research	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
1700 · General Computer Science	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
1903 · Computers in Earth Sciences	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
3309 · Library and Information Sciences	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3310 · Linguistics and Language	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2021	Trabalho em evento	Assessing the use of attention weights to interpret BERT-based stance classification Carlos Córdova SÁENZ; Karin BECKER IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology	PS Artificial Intelligence
2021	Trabalho em evento	Núcleo de Fusão de Dados de um Gêmeo Digital da indústria de petróleo e gás Jaqueline Bitencourt CORREIA; Mara ABEL; Karin BECKER Simpósio Brasileiro de Banco de Dados	PS Artificial Intelligence
2021	Trabalho em evento	Pro/Anti-vaxxers in Brazil: a temporal analysis of COVID vaccination stance in Twitter André Mediote De SOUSA; Karin BECKER Symposium on Knowledge Discovery; Mining and Learning (KdMile)	HS Medicine (miscellaneous)
2021	Artigo em periódico	Assessing the combination of DistilBERT news representations and difusion topological features to classify fake news Carlos Córdova SÁENZ; Marcelo DIAS; Karin BECKER Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2021.1895 ISSN 2178-7107	PS Artificial Intelligence
2021	Artigo em periódico	The effect of political polarization on social distance stances in the Brazilian COVID-19 scenario Regis EBLING; Carlos Córdova SÁENZ; Jeferson NOBRE; Karin BECKER Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2021.1889 ISSN 2178-7107	SH Psychology (miscellaneous)
2021	Artigo em periódico	A Deep Learning Ensemble to Classify Anxiety; Depression; and their Comorbidity from Texts of Social Networks Vanessa Borba SOUZA; Jeferson NOBRE; Karin BECKER Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2021.1901 ISSN 2178-7107	LS Neuroscience (miscellaneous)
2020	Trabalho em evento	Quarenteners vs. Chloroquiners: A framework to analyze how political polarization affects the behavior of groups Regis EBLING; Carlos Abel C Órrdova SAENZ; Jeferson NOBRE; Karin BECKER IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology	SH Psychology (miscellaneous)
2020	Trabalho em evento	Ranking Hotel Reviews Based on User's Aspects Importance and Opinions Diego BONESSO; Karin BECKER; François PORTET; Cyril LABBÉ International Conference on Natural Language Processing and Information Retrieval (NLPIR) ISBN 978-1-4503-77	SH Business; Management and Accounting (miscellaneous)
2020	Trabalho em evento	Characterization of Anxiety; Depression; and their Comorbidity from Texts of Social Networks Vanessa Borba SOUZA; Jeferson NOBRE; Karin BECKER Simpósio Brasileiro de Banco de Dados	SH Psychology (miscellaneous)
2020	Trabalho em evento	Quarenteners vs. Cloroquiners: a framework to analyze the effect of political polarization on social distance stances Regis EBLING; Carlos Córdova SÁENZ; Jeferson NOBRE; Karin BECKER Symposium on Knowledge Discovery; Mining and Learning (KdMile)	SH Psychology (miscellaneous)
2020	Trabalho em evento	Combining compact news representations generated using DistilBERT and topological features to classify fake news Carlos Córdova SÁENZ; Marcelo DIAS; Karin BECKER Symposium on Knowledge Discovery; Mining and Learning (KdMile)	PS Artificial Intelligence
2020	Artigo em periódico	A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors Jonathas G D HARB; Regis EBLING; Karin BECKER INFORMATION PROCESSING & MANAGEMENT DOI 10.1016/j.ipm.2020.102372 ISSN 0306-4573	SH Education
2020	Artigo em periódico	Drink2Vec: Improving the classification of alcohol-related tweets using distributional semantics and external contextual enrichment Grzeça MARCOS; Karin BECKER; Renata GALANTE INFORMATION PROCESSING & MANAGEMENT DOI 10.1016/j.ipm.2020.102369 ISSN 0306-4573	LS Neuroscience (miscellaneous)
2019	Artigo em periódico	A framework for event classification in tweets based on hybrid semantic enrichment Simone Aparecida Pinto ROMERO; Karin BECKER EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2018.10.028 ISSN 0957-4174	PS Artificial Intelligence
2019	Artigo em periódico	Exploring deep learning for the analysis of emotional reactions to terrorist events on Twitter Jonathas G D HARB; Regis EBLING; Karin BECKER Journal of Information and Data Management - JIDM DOI 10.5753/jidm.2019.2039 ISSN 2178-7107	PS Computer Science Applications
2018	Trabalho em evento	A Large Parallel Corpus of Full-Text Scientific Articles Felipe SOARES; Viviane MOREIRA; Karin BECKER International Conference on Language Resources and Evaluation ISBN 9791095546009	SH Linguistics and Language
2018	Trabalho em evento	Emotion Analysis of Reaction to Terrorism on Twitter Jonathas G D HARB; Karin BECKER Simpósio Brasileiro de Banco de Dados ISBN 2016-5170	SH Psychology (miscellaneous)
2018	Trabalho em evento	Caracterização e Comparação das Campanhas do Outubro Rosa e Novembro Azul no Twitter Roberto WALTER; Karin BECKER Simpósio Brasileiro de Banco de Dados	SH Education
2018	Trabalho em evento	Improving the classification of drunk texting in tweets using semantic enrichment Marcos GRZEÇA; Galante RENATA; Karin BECKER IEEE/WIC/ACM International Conference on Web Intelligence	PS Artificial Intelligence
2018	Trabalho em evento	UFRGS Participation on the WMT Biomedical Translation Shared Task Felipe SOARES; Karin BECKER Conference on Machine Translation ISBN 978-1-948087-	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2018	Artigo em periódico	Relating conversational topics and toxic behavior effects in a MOBA game De Mesquita Neto Joaquim ALVINO; Karin BECKER ENTERTAINMENT COMPUTING DOI 10.1016/j.entcom.2017.12.004 ISSN 1875-9521	PS Computer Science (miscellaneous)
2017	Trabalho em evento	Studying toxic behavior influence and player chat in an online video game Joaquim A Mesquita NETO; Kazuki M YOKOYAMA; Karin BECKER IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology ISBN 978-1-4503-49	PS Computer Science (miscellaneous)
2017	Trabalho em evento	Improving the classification of events in tweets using semantic enrichment Simone Aparecida Pinto ROMERO; Karin BECKER IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology ISBN 978-1-4503-49	PS Artificial Intelligence
2017	Trabalho em evento	MRR: an unsupervised algorithm to rank reviews by relevance Vinicius WOLOSZYN; Henrique D P Dos SANTOS; Leandro WIVES; Karin BECKER IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology	PS Computer Science (miscellaneous)
2017	Artigo em periódico	Multilingual emotion classification using supervised learning: Comparative experiments Karin BECKER; Viviane MOREIRA; Aline Lermen Dos SANTOS Information Processing & Management DOI 10.1016/j.ipm.2016.12.008 ISSN 0306-4573	LS Neuroscience (miscellaneous)

2021 Trabalho em evento

PS Artificial Intelligence

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

IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

Carlos Córdova SÁENZ; Karin BECKER

2021 Trabalho em evento

PS Artificial Intelligence

Núcleo de Fusão de Dados de um Gêmeo Digital da indústria de petróleo e gás

Simpósio Brasileiro de Banco de Dados

Jaqueline Bitencourt CORREIA; Mara ABEL; Karin BECKER

2021 Trabalho em evento

HS Medicine (miscellaneous)

Pro/Anti-vaxxers in Brazil: a temporal analysis of COVID vaccination stance in Twitter

Symposium on Knowledge Discovery; Mining and Learning (KdMile)

André Mediote De SOUSA; Karin BECKER

2021 Artigo em periódico

PS Artificial Intelligence

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

Journal of Information and Data Management - JIDM

Carlos Córdova SÁENZ; Marcelo DIAS; Karin BECKER

DOI ISSN 2178-7107

2021 Artigo em periódico

SH Psychology (miscellaneous)

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

Journal of Information and Data Management - JIDM

Regis EBLING; Carlos Córdova SÁENZ; Jeferson NOBRE; Karin BECKER

DOI ISSN 2178-7107

2021 Artigo em periódico

LS Neuroscience (miscellaneous)

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

Journal of Information and Data Management - JIDM

Vanessa Borba SOUZA; Jeferson NOBRE; Karin BECKER

DOI ISSN 2178-7107

2020 Trabalho em evento

SH Psychology (miscellaneous)

Quarenteners vs. Chloroquiners: A framework to analyze how political polarization affects the behavior of groups

IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

Regis EBLING; Carlos Abel C Órrdova SAENZ; Jeferson NOBRE; Karin BECKER

2020 Trabalho em evento

SH Business; Management and Accounting (miscellaneous)

Ranking Hotel Reviews Based on User's Aspects Importance and Opinions

International Conference on Natural Language Processing and Information Retrieval (NLPIR)

Diego BONESSO; Karin BECKER; François PORTET; Cyril LABBÉ

ISBN 978-1-4503-77

2020 Trabalho em evento

SH Psychology (miscellaneous)

Characterization of Anxiety; Depression; and their Comorbidity from Texts of Social Networks

Simpósio Brasileiro de Banco de Dados

Vanessa Borba SOUZA; Jeferson NOBRE; Karin BECKER

2020 Trabalho em evento

SH Psychology (miscellaneous)

Quarenteners vs. Cloroquiners: a framework to analyze the effect of political polarization on social distance stances

Symposium on Knowledge Discovery; Mining and Learning (KdMile)

Regis EBLING; Carlos Córdova SÁENZ; Jeferson NOBRE; Karin BECKER

2020 Trabalho em evento

PS Artificial Intelligence

Combining compact news representations generated using DistilBERT and topological features to classify fake news

Symposium on Knowledge Discovery; Mining and Learning (KdMile)

Carlos Córdova SÁENZ; Marcelo DIAS; Karin BECKER

2020 Artigo em periódico

SH Education

A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors

INFORMATION PROCESSING & MANAGEMENT

Jonathas G D HARB; Regis EBLING; Karin BECKER

DOI ISSN 0306-4573

2020 Artigo em periódico

LS Neuroscience (miscellaneous)

Drink2Vec: Improving the classification of alcohol-related tweets using distributional semantics and external contextual enrichment

INFORMATION PROCESSING & MANAGEMENT

Grzeça MARCOS; Karin BECKER; Renata GALANTE

DOI ISSN 0306-4573

2019 Artigo em periódico

PS Artificial Intelligence

A framework for event classification in tweets based on hybrid semantic enrichment

EXPERT SYSTEMS WITH APPLICATIONS

Simone Aparecida Pinto ROMERO; Karin BECKER

DOI ISSN 0957-4174

2019 Artigo em periódico

PS Computer Science Applications

Exploring deep learning for the analysis of emotional reactions to terrorist events on Twitter

Journal of Information and Data Management - JIDM

Jonathas G D HARB; Regis EBLING; Karin BECKER

DOI ISSN 2178-7107

2018 Trabalho em evento

SH Linguistics and Language

A Large Parallel Corpus of Full-Text Scientific Articles

International Conference on Language Resources and Evaluation

Felipe SOARES; Viviane MOREIRA; Karin BECKER

ISBN 9791095546009

2018 Trabalho em evento

SH Psychology (miscellaneous)

Emotion Analysis of Reaction to Terrorism on Twitter

Simpósio Brasileiro de Banco de Dados

Jonathas G D HARB; Karin BECKER

ISBN 2016-5170

2018 Trabalho em evento

SH Education

Caracterização e Comparação das Campanhas do Outubro Rosa e Novembro Azul no Twitter

Simpósio Brasileiro de Banco de Dados

Roberto WALTER; Karin BECKER

2018 Trabalho em evento

PS Artificial Intelligence

Improving the classification of drunk texting in tweets using semantic enrichment

IEEE/WIC/ACM International Conference on Web Intelligence

Marcos GRZEÇA; Galante RENATA; Karin BECKER

2018 Trabalho em evento

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

UFRGS Participation on the WMT Biomedical Translation Shared Task

Conference on Machine Translation

Felipe SOARES; Karin BECKER

ISBN 978-1-948087-

2018 Artigo em periódico

PS Computer Science (miscellaneous)

Relating conversational topics and toxic behavior effects in a MOBA game

ENTERTAINMENT COMPUTING

De Mesquita Neto Joaquim ALVINO; Karin BECKER

DOI ISSN 1875-9521

2017 Trabalho em evento

PS Computer Science (miscellaneous)

Studying toxic behavior influence and player chat in an online video game

IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

Joaquim A Mesquita NETO; Kazuki M YOKOYAMA; Karin BECKER

ISBN 978-1-4503-49

2017 Trabalho em evento

PS Artificial Intelligence

Improving the classification of events in tweets using semantic enrichment

IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

Simone Aparecida Pinto ROMERO; Karin BECKER

ISBN 978-1-4503-49

2017 Trabalho em evento

PS Computer Science (miscellaneous)

MRR: an unsupervised algorithm to rank reviews by relevance

IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

Vinicius WOLOSZYN; Henrique D P Dos SANTOS; Leandro WIVES; Karin BECKER

2017 Artigo em periódico

LS Neuroscience (miscellaneous)

Multilingual emotion classification using supervised learning: Comparative experiments

Information Processing & Management

Karin BECKER; Viviane MOREIRA; Aline Lermen Dos SANTOS

DOI ISSN 0306-4573