FULL PROGRAM

October 2nd, 2017 (Monday)
17:00 - 17:30
Coffee break
13:30 - 15:00
KDMiLe Technical Session 1: Classification (Sara Kubitschek 2)

13:30 Improving Activity Recognition using Temporal Regions. João Paulo Aires (PUC-RS), Juarez Monteiro (PUC-RS), Roger Granada (PUC-RS), Felipe Meneguzzi (PUC-RS) and Rodrigo Barros (PUC-RS). 13:50 Label Powerset for Multi-label Data Streams Classification with Concept Drift. Joel Costa (UFSCar), Elaine Ribeiro de Faria Paiva (UFU), Jonathan Andrade Silva (UFMS) and Ricardo Cerri (UFSCar). 14:10 Using Scene […]

15:30 - 17:00
KDMiLe Meetup – Women in Data Science (Sara Kubitschek 2)

Data science is an interdisciplinary field about processes and systems to extract knowledge or insights from data in various forms, either structured or unstructured, which is a continuation of some of the data analysis fields such as statistics, machine learning, data mining, and predictive analytics. Data science encompasses several areas such as data analytics, machine […]

19:30 - 22:00
Women in Databases (jantar por adesão para a comunidade feminina de BD): inscrições em https://goo.gl/wc9PTP ! Mensagens do grupo em https://www.facebook.com/groups/womenindb
17:30 - 19:20
SBBD/KDMiLe/BRACIS Industrial Panel (Center Convention A1)
10:30 - 12:00
DBBIO – Workshop Databases meet Bioinformatics (Sara Kubitschek 3)

10:30 – 11:30 Palestra “Bio-SGBD: precisamos?”, Sergio Lifschitz (PUC-Rio). A grande área de pesquisa da biologia computacional tem apresentado desafios envolvendo o armazenamento, gestão e o acesso aos dados oriundos de pesquisas na área de ciências biológicas e afins. Há uma alta diversidade nos tipos de dados, como por exemplo, conjuntos de imagens tridimensionais, sequências […]

08:30 - 10:00
DBBIO – Workshop Databases meet Bioinformatics (Sara Kubitschek 3)

08:30 – 08:50 Integrated Visualization of Disease-Ancestry Relationships with DANCE. Gilderlanio Araújo (UFPE), Paula Jennifer dos Santos (UFMG), Eduardo M. Tarazona Santos (UFPE), Maíra R. Rodrigues (UNICAMP) 08:50 – 09:10 Uso de Bancos de Dados NoSQL para Gerenciamento de Dados em Workflow de Bioinformática. Polyane Wercelens (UnB), Fernanda Hondo (UnB), Waldeyr Silva (IFG), Klayton Castro […]

15:30 - 17:00
Short course 3: Data Analytics in Sports: Changing the game (Sara Kubitschek 4)
13:30 - 15:00
Short course 3: Data Analytics in Sports: Changing the game (Sara Kubitschek 4)

In the last decades, researchers have been developing different techniques to understand which factors influence the sporting results and, consequently, the role of predictability and randomness in the games. With the current evolution of the techniques of acquisition, storage and processing of large volumes of information, data analyzes has gained even more importance for the […]

10:30 - 12:00
Short course 2: Como funciona o Deep Learning / How Deep Learning works (Sara Kubitschek 2)
08:30 - 10:00
Short course 2: Como funciona o Deep Learning / How Deep Learning works (Sara Kubitschek 2)

Deep learning, as a subfield of machine learning, uses the strategy of creating models by stacking representation layers whose parameters are learned using known data. The central idea of this type of technique is not new, but it is recent the hype surrounding the field, caused by impressive results in particular with perception-related tasks, which […]

10:00 - 10:30
Coffee break
10:30 - 12:00
Short course 1: É uma questão de tempo! Extraindo Conhecimento de Redes Sociais Temporais / It’s a matter of time! Knowledge Discovery from Temporal Social Networks (Sara Kubitschek 4)
08:30 - 10:00
Short course 1: É uma questão de tempo! Extraindo Conhecimento de Redes Sociais Temporais / It’s a matter of time! Knowledge Discovery from Temporal Social Networks (Sara Kubitschek 4)

Data is structured as a network. And now? How to analyze it? Extracting knowledge from network data is not a simple task and requires the use of appropriate tools and techniques, especially in scenarios that take into account the volume and evolving aspects of the network. There is a vast literature on how to collect, […]

15:00 - 15:30
Coffee break
15:30 - 17:00
SBBD DSW – Dataset Showcase Workshop (Sara Kubitschek 3)

15:30 – Deduplicação de Nomes e Redes de Co-autoria na DBLP. Mariana O. Silva (UFMG), Michele Brandão (UFMG) 15:45 – LattesDoctoralDataset: Uma Coleção de Dados Estratificados sobre o Conjunto de Doutores Cadastrados na Plataforma Lattes. Thiago Dias (CEFET MG), Alberto Laender (UFMG), Gray Moita (CEFET-MG) 16:00 – IntergenicDB: Banco de dados de regiões intergênicas de […]

13:30 - 15:00
SBBD DSW – Dataset Showcase Workshop (Sara Kubitschek 3)

13:30 ABERTURA 13:45 – A Twitter Opinion Mining Gold Standard for Brazilian Uprising in 2013. Tiago França (UFRRJ), Jonice Oliveira (UFRJ), José Orlando Gomes (UFRJ) 14:00 – GitSED: Um Conjunto de Dados com Informações Sociais baseado no GitHub. Natércia A. Batista (UFMG), Gabriela B. Alves (UFMG), André Gonzaga (UFMG), Michele Brandão (UFMG) 14:15 – Soccer2014DS: […]

08:00 AM - 08:30
Registration desk
12:00 - 13:30
Lunch break
October 3rd, 2017 (Tuesday)
14:00 - 15:30
CTDBD 1 – Concurso de Teses e Dissertações em Bancos de Dados (B1)

Doutorado 14:00 – 14:25 Data classification in complex networks via pattern conformation, data importance and structural optimization, Murillo Carneiro (Universidade Federal de Uberlândia), Liang Zhao (Universidade de São Paulo) 14:25 – 14:50 A Multi-View Approach for Assessing the Quality of Collaboratively Created Content on the Web 2.0, Daniel Dalip (Centro Federal de Educação Tecnológica de […]

08:30 - 10:00
WTDBD 1 – Workshop de Teses e Dissertações em Banco de Dados (B1)

08:30 – 08:50 Interoperabilidade entre DaaS e DbaaS heterogêneos (M), Marcelo Vieira (FORMAS/LASID/IME/UFBA), Daniela Barreiro Claro (UFBA) 08:50 – 09:10 Processamento eficiente de consultas sobre grandes volumes de dados usando arquiteturas multi-core (M), Frank Silva (UFF, UNEMAT), Victor de Almeida (UFF, Petrobras), Vanessa Braganholo (UFF) 09:10 – 09:40 An External Memory Approach for de Bruijn […]

18:00 - 19:00
KDD-BR Competition (B1)
18:00 - 19:00
KDMiLe Technical Session 4: Clustering (B4)

18:00 Um Método para Predição de Ligações em Redes Complexas Baseado em Históricos da Topologia de Grafos. Érick Florentino (IME) and Ronaldo Ribeiro Goldschmidt (IME). 18:20 SOUTH-N: um método para a detecção semissupervisionada de outliers em dados de alta dimensão. Lucimeire Alves Da Silva (UFU), Maria Camila Nardini Barioni (UFU) and Humberto Luiz Razente (UFU). […]

14:00 - 15:30
KDMiLe Technical Session 3: Bioinformatics (B4)

14:00 Classificação Hierárquica e Não Hierárquica de Elementos Transponíveis.Gean Pereira (UFSCar) and Ricardo Cerri (UFSCar). 14:20 A novel probabilistic Jaccard distance measure for classification of sparse and uncertain data.Igor Martire (UFF), Pablo Nascimento Da Silva (UFF), Alexandre Plastino (UFF), Fabio Fabris (University of Kent) and Alex Freitas (University of Kent). 14:40 An Empirical Comparison of […]

08:30 - 10:00
KDMiLe Technical Session 2: Text Mining (B4)

08:30 Chatbot baseado em Deep Learning: um Estudo para Lingua Portuguesa. Andherson Maeda (PUC-RS) and Silvia Moraes (PUC-RS). 08:50 A Review of Text-Based and Knowledge-Based Semantic Similarity Measures. Angelica Ribeiro (USP), Zhao Liang (USP) and Alessandra Macedo (USP). 09:10 Estratégias de Correção de Erros de Extratores de Palavras em Português. Matheus Nogueira (UFES) and Elias […]

16:00 - 17:30
SBBD Technical Session 4: Query Processing (B3)

Session Chair: Michele Brandão (UFMG) 16:00 Particionamento como Ação de Sintonia Fina em Bancos de Dados Relacionais, Ana Carolina Almeida (Universidade do Estado do Rio de Janeiro – Brazil), Antony Medeiros (PUC-Rio – Brazil), Rogério Luís de Carvalho Costa (Pontifícia Universidade Católica do Rio de Janeiro – Brazil), Sergio Lifschitz (PUC-Rio – Brazil) 16:30 Explorando […]

14:00 - 15:30
SBBD Technical Session 3: Best Papers Runner-ups (B3)

Session Chair: José de Aguiar Moraes Filho (UNIFOR) 14:00 A Spline-based Cost Model for Metric Trees, Marcos Bedo (Unversity of São Paulo), Agma Traina (ICMC-USP), Caetano Traina Júnior (ICMC – USP) 14:30 ParallelNACluster: Uma estratégia paralela de clusterização para o casamento de múltiplos catálogos, Vinícius Freire (Federal University of Ceará), Fabio Andre Porto (LNCC), José […]

08:30 - 10:00
SBBD Technical Session 2: Spatial Data Management and Systems Development (B3)

Session Chair: Victor Teixeira de Almeida (UFF) 08:30 Analyzing the Performance of Spatial Indices on Flash Memories using a Flash Simulator, Anderson Chaves Carniel (University of São Paulo), Tamires Brito da Silva (University of São Paulo), Kairo Luiz dos Santos Bonicenha (University of São Paulo), Ricardo Ciferri (Universidade Federal de São Carlos), Cristina Ciferri (USP) 09:00 Detecção de Anomalias […]

08:30 - 10:00
SBBD Technical Session 1: Best Papers Runner-ups (B2)

Session Chair: Ticiana Silva (UFC) 08:30 Relational graph data management on the edge: Grouping vertices’ neighborhood with Edge-k, Lucas Scabora (University of São Paulo), Paulo Oliveira (University of São Paulo), Daniel Kaster (UEL – Universidade Estadual de Londrina), Agma Traina (ICMC-USP), Caetano Traina Júnior (ICMC – USP) 09:00 A Predictive Load Balancing Service for Cloud-Replicated Databases, Carlos Marinho (Universidade […]

16:00 - 17:30
KDMiLe Invited Talk: Sentiment Analysis in Social media: Challenges and Solutions, Marcos Gonçalves (B4)

Sentiment analysis is an ongoing field of research in text mining that deals mainly with the task of identifying the polarity (positive, negative or neutral) expressed in a piece of text. Given the recent popularity of Online Social Networks (OSNs) and other Web 2.0 applications (e.g., micro-blogs), sentiment analysis has become an important research topic, […]

16:00 - 17:30
Demos Session 1 (B1)

16:00 – 16:20 AgriExt: Uma Ferramenta para Estimativa da Evapotranspiração de Referência.Hinessa Dantas Caminha (UFC), Antonio Raimundo Rocha Mendonça (UFC), Ticiana L. Coelho da Silva (UFC), Atslands Rego da Rocha (UFC), Carlos Diego Andrade de Almeida (UFC) e José A. F. de Macedo (UFC) 16:20 – 16:40 DataChain: Uma Ferramenta para Assegurar a Propriedade e […]

20:30 - 21:30
Welcome Cocktail
19:30 - 20:30
Official Opening Ceremony (A2/A3)
18:00 - 19:00
SBBD Minute Madness (B3)
16:00 - 17:30
Tutorial 1: Mobile Crowdsourcing for Smart City Applications, Sanjay Kumar Madria (B2)
14:00 - 15:30
Tutorial 1: Mobile Crowdsourcing for Smart City Applications, Sanjay Kumar Madria (B2)

This tutorial will discuss mobile crowdsourcing issues for smart city applications. In particular, it will motivate the use of incentives for better crowd participation from people carrying mobile devices, data quality, data analytics and trust issues among others. It will also discuss some open research problems in that domain.

15:30 - 16:00
Coffee break / Recepção dos calouros do SBBD: Café com o Homenageado
12:00 - 14:00
Lunch break
10:30 - 12:00
Keynote speaker: A Holistic View of Human Factors in Crowdsourcing, Sihem Amer-Yahia (B2/B3)

For over 40 years, organization studies have examined human factors in physical workplaces and their influence on the ability of an individual to perform a task, or a set of tasks, alone or in collaboration with others. In a virtual marketplace, the crowd is typically volatile, its arrival and departure asynchronous, and its levels of […]

10:00 - 10:30
Coffee break
08:00 AM - 08:30
Registration desk
October 4th, 2017 (Wednesday)
14:00 - 15:30
CTDBD 2 – Concurso de Teses e Dissertações em Bancos de Dados (B1)

Mestrado 14:00 – 14:20 Uma Abordagem em Paralelo para Matching de Grandes Ontologias com Balanceamento de Carga, Tiago Brasileiro Araújo ( Universidade Federal de Campina Grande – UFCG), Carlos Eduardo Santos Pires (Universidade Federal de Campina Grande – UFCG) 14:20 – 14:40 Analysis of Academic Social Networks considering Social Capital, Thiago Silva (Universidade Federal de […]

08:30 - 10:00
WTDBD 2 – Workshop de Teses e Dissertações em Banco de Dados (B1)

08:30  09:00 A middleware for storing massive RDF graphs into NoSQL (D), Luiz Henrique Zambom Santana (Universidade Federal de Santa Catarina), Ronaldo Mello (Universidade Federal de Santa Catarina) 09:00 – 09:20 Uma Abordagem para Criação e Uso de Perfis de Conjuntos de Dados com Metadados Enriquecidos Semanticamente (M), Natacha Targino (UFPE), Ana Carolina Salgado (UFPE), […]

16:00 - 17:30
KDMiLe Technical Session 7: Machine Learning Theory (B4)

16:00 Parameter Learning in ProbLog with Probabilistic Rules. Arthur Colombini Gusmão (USP), Francisco Henrique Otte Vieira de Faria (USP), Glauber De Bona (USP), Fabio Gagliardi Cozman (USP) and Denis Deratani Mauá (USP). 16:20 A Dispersion-Based Discretization Method for Models Explanation. Bernardo Stearns (UFRJ), Fabio Rangel (UFRJ), Fabrício Faria (UFRJ) and Jonice Oliveira (UFRJ). 16:40 Learning […]

14:00 - 15:30
KDMiLe Technical Session 6: Applications 2 (B4)

14:00 Acoplamento para resolução de correferência em ambiente de aprendizado sem-fim. Felipe Quecole (UFSCar), Maisa Cristina Duarte (Université Jean Monnet) and Estevam Rafael Hruschka Jr (UFSCar). 14:20 Using graph-based centrality measures for sentiment analysis. George Vilarinho (USP), Mateus Machado (USP) and Evandro Ruiz (USP). 14:40 A Deep Learning Approach to Prioritize Customer Service Using Social […]

08:30 - 10:00
KDMiLe Technical Session 5: Applications 1 (B4)

08:30 Um método para identificação de pessoas em cenários de risco em ambientes de segurança crítica – uma análise experimental em ambientes offshore. Felipe Oliveira (UFF), Flavia Bernardini (UFF) and Marcilene Viana (UFF). 08:50 A Machine Learning Predictive System to Identify Students in Risk of Dropping Out of College. Gabriel Silva (UnB) and Marcelo Ladeira […]

16:00 - 17:30
SBBD Technical Session 7: Semantic Web (B3)

Session Chair: Ana Carolina Almeida (UERJ) 16:00 Workload-Aware RDF Partitioning and SPARQL Query Caching for Massive RDF Graphs stored in NoSQL Databases, Luiz Henrique Zambom Santana (Universidade Federal de Santa Catarina), Ronaldo Mello (Universidade Federal de Santa Catarina) 16:30 Uma Proposta de Perfil de Conjuntos de Dados na Web com Enriquecimento Semântico, Natacha Targino (UFPE), […]

14:00 - 15:30
SBBD Technical Session 6: Data Discovery (B3)

Session Chair: Flavio Sousa (UFC) 14:00 Ligações Semânticas Utilizando Predicados SKOS, Ricardo de Avila (Universidade Federal do Ceara), Salomao Silva (Universidade Federal do Ceara), David Araújo Abreu (Universidade Federal do Ceará), Vania Vidal (Universidade Federal do Ceará), José Antonio Macêdo (UFC) 14:30 Uso de instâncias de dados e carga de trabalho para mineração de restrições […]

08:30 - 10:00
SBBD Technical Session 5: Data Analytics (B3)

Session Chair: Renata de Paris (PUCRS) 08:30 Identificação do grafo de genealogia acadêmica de pesquisadores: Uma abordagem baseada na Plataforma Lattes, Rafael Damaceno (Universidade Federal do ABC – Brazil), Luciano Rossi (Universidade Federal do ABC – Brazil), Jesús Mena-Chalco (Federal University of ABC – Brazil) 09:00 Redes Sociais Científicas: análise topológica da influência dos pesquisadores, […]

16:00 - 17:30
Demos Session 2 (B1)

16:00 – 16:20 Seal-DB : Uma Ferramenta de Suporte ao Aprendizado de Banco de Dados. Gustavo Moraes (UNIFOR), José de Aguiar Moraes Filho (UNIFOR) e Angelo Brayner (UFC) 16:20- 16:40 eTRC: Uma Ferramenta de e-Learning para Ensino de Cálculo Relacional de Tuplas. Matheus Mayron Lima (UFC), Júlio Tavares (UFC), José Maria Monteiro (UFC), Angelo Brayner […]

16:00 - 17:30
Tutorial 3: Social Professional Networks: Taxonomy, Metrics and Analyses of Relationship Strength, Michele A. Brandão, Mirella M. Moro (B2)
14:00 - 15:30
Tutorial 3: Social Professional Networks: Taxonomy, Metrics and Analyses of Relationship Strength, Michele A. Brandão, Mirella M. Moro (B2)

Social professional networks provide features not available in other networks. For example, LinkedIn facilitate professional networking, and GitHub enables committing and sharing code. Such networks also provide data on users, behaviors and interactions. Here, we foster a deeper understanding of the social professional networks types, definitions, features, analyses and applications while providing a useful taxonomy […]

08:30 - 10:00
Tutorial 2: Adaptivity in Database Kernels, Javam C. Machado, Paulo Roberto Pessoa Amora, Elvis Marques Teixeira (B2)

Adaptivity addresses a class of problems related to database physical design optimization for scenarios where the workload is unknown and immediate availability is a requirement. The general strategy is to improve physical design by means of incremental changes, each guided by the current workload request. For instance, adaptive indexing builds partial in- dexes through steps […]

10:30 - 12:00
Keynote speaker: Pesquisador Homenageado do SBBD 2017, José Palazzo Moreira de Oliveira (B2/B3)

Como professor e pesquisador, desde minha formatura na Escola de Engenharia da UFRGS, tive a rara sorte de acompanhar o desenvolvimento da Computação e do ensino de Banco de Dados nas universidades brasileiras. Minha ontogênese acadêmica acompanhou o percurso da história do SBBD. Esta distinção foi uma grande alegria e surpresa, em uma época em […]

19:30 - 22:30
Conference Dinner (Praia Clube)
17:30 - 19:00
CEBD Meeting (B3)
15:30 - 16:00
Coffee break + poster session
10:00 - 10:30
Coffee break + poster session
12:00 - 14:00
Lunch break
08:00 AM - 08:30
Registration desk
October 5th, 2017 (Thursday)
08:30 - 10:00
WTDBD 3 – Workshop de Teses e Dissertações em Banco de Dados (B1)

08:30 – 09:00 Metadata Curation Framework for Supporting Data Ecosystems (D), Marcelo Iury S . Oliveira (Universidade Federal Rural de Pernambuco), Bernadette Loscio (Universidade Federal de Pernambuco) 09:00 – 10:00 Palestra WTDBD: Experimentação, O Terceiro Tempo … – Fábio Porto (LNCC). Resumo: Produzir um resultado científico não é nada fácil. Precisa-se estudar o domínio do problema […]

12:00 - 13:00
Conference Closing (B2/B3)
08:30 - 10:00
SBBD Technical Session 9: Data Mining (B4)

Session Chair: Hasan Dalip (CEFET-MG) 08:30 A Força dos Relacionamentos Pode Medir a Qualidade de Comunidades?, Mariana O. Silva (Universidade Federal de Minas Gerais), Michele A. Brandão (Universidade Federal de Minas Gerais), Mirella M. Moro (Universidade Federal de Minas Gerais) 08:45 A Framework for Online Clustering Based on Evolving Semi-Supervision, Guilherme Alves (Federal University of […]

08:30 - 10:00
SBBD Technical Session 8: NoSQL, Web, and Data Provenance (B3)

Session Chair: Leonardo Moreira (UFC) 08:30 Querying Provenance along with External Domain Data Using Prolog Wellington Oliveira (UFF), Kary A. C. S. Ocaña (LNCC), Daniel de Oliveira(UFF), Vanessa Braganholo (UFF) 09:00 Extração de Dados de Conferências a Partir da Web, Cássio Garcia (Universidade Federal do Rio Grande do Sul – Brazil), Viviane Moreira (Universidade Federal […]

08:30 - 10:00
Tutorial 2: Adaptivity in Database Kernels, Javam C. Machado, Paulo Roberto Pessoa Amora, Elvis Marques Teixeira (B2)
10:30 - 12:00
Keynote speaker: What Non-Volatile Memory Means for the Future of Database Management Systems, Andy Pavlo (B2/B3)

The advent of non-volatile memory (NVM) will fundamentally change the dichotomy between memory and durable storage in database management systems (DBMSs). These new NVM devices are almost as fast as DRAM, but all writes to it are potentially persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because […]

10:00 - 10:30
Coffee break + poster session
08:00 AM - 08:30
Registration desk