SIMBig 2017
Symposium on Information Management and Big Data

Table of Contents

• Organizing Committee
• Program Committee

Overview of SIMBig 2017

• Overview of SIMBig 2017: 4th Annual International Symposium on Information Management and Big Data 12-15
  Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas

Keynote Speaker Presentations

• Mining Structures from Massive Text Data: A Data-Driven Approach 16-19
  Jiawei Han
• Making Online Datasets More Searchable and Accessible: The CEDAR project 20-22
  Mark A. Musen
• Learning to Cure 23-23
  Regina Barzilay
• Sequences, Choices, and their Dynamics 24-24
  Ravi Kumar
• Challenges for Ontology Repositories and Applications to Biomedicine & Agronomy 25-37
  Clement Jonquet

Session 1: Special Track - Applied Natural Language Processing (ANLP)

• Towards a Systematic Analysis of Linguistic and Visual Complexity in Disambiguation and Structural Prediction 38-46
  Özge Alaçam, Tobias Starona, Wolfgang Menzel
• Automated Question Answering System 47-56
  Chanin Pithyaachariyakul, Maria Khvalchik, Anagha Kulkarni
• A Low-Resourced Peruvian Language Identification Model 57-63
  Alexandra Espichán-Linares, Arturo Oncevay-Marcos
• Predicting Invariant Nodes in Large Scale Semantic Graphs 64-68
  Damian Barsotti, Martín Ariel Domínguez, Pablo Ariel Duboué

Session 2: Data Mining and Applications

• Predicting Child Labor in Peru: A comparison of Logistic Regression and Neural Networks Techniques 69-79
  Christian Fernando Libaque Saenz, Juan Lazo, Karla Gabriela López-Yucra, Edgardo R. Bravo
• Data-driven Anonymization Process Applied to Time Series 80-90
  Vincent Thouvenot, Damien Nogues, Catherine Gouttas
• Toward a Privacy-aware Data Collector for Economic and Urban Analytics 91-100
  Miguel Nuñez-del-Prado, Bruno Esposito, Ana Luna
• One-mode Projection-based Multilevel Approach for Community Detection in Bipartite Networks 101-108
  Alan Valejo, Vinícius Ferreira, Geraldo P. R. Filho, Maria C. F. de Oliveira, Alneu de Andrade Lopes

Session 3: Ontologies and Knowledge Bases

• JPoT: Just another Populator of TBoxes 109-115
  Jean-Rémi Bourguet
• Parallelization of Query Processing over Expressive Ontologies 116-126
  E. Patrick Shironoshita, Da Zhang, Mansur R. Kabuka, Jia Xu
• Web-based Ontology Alignment with the GeneTegra Alignment Tool 127-132
  Nemanja Stojanovic, Ray M. Bradley, Sean Wilkinson, Mansur Kabuka, E. Patrick Shironoshita
• Community Graph and Linguistic Analysis to Validate Relationships for Knowledge Base Population 133-143
  Rashedur Rahman, Brigitte Grau, Sophie Rosset
• Influence of Historical Meteorological Data Processing in a Mobile Application of Weather Prediction, based on Data Mining 144-150
  Herwin Alayn Huillcen-Baca, Flor de Luz Palomino-Valdivia

Session 4: Special Track - Social Network and Media Analysis and Mining (SNMAM)

• Balancing Precision and Recall with Selective Search 151-160
  Mon-Shih Chuang, Anagha Kulkarni
• Reconstructing Uncertain Pedestrian Trajectories From Low-Sampling-Rate Observations 161-167
  Ricardo Miguel Puma-Alvarez, Alneu de Andrade Lopes
• Data Science Approach to Analysis of Lattes CV Data 168-177
  Thiago Luís Viana de Santana, Rafael Santos
• Sentiments and Opinions From Twitter About Peruvian Touristic Places Using Correspondence Analysis 178-189
  Luis Angel Cajachahua Espinoza, Indira Burga

Session 5: Big Data, Data Science and Applications

• An LDA-lexical Syntactical Approach for Events and Features Extraction of Earthquakes from Spanish and English Tweets 190-197
  Enrique Valeriano Loli, Juanjosé Tenorio Peña, Rodrigo López Condori
• Predicting an Effect Event from a New Cause Event Using a Semantic Web Based Abstraction Tree of Past Cause-Effect Event Pairs 198-207
  Prajwal Shrestha, Byung Suk Lee, James P. Bagrow
• Crecemas: A Transactional Data-based Big Data Solution to Support a Bank's Corporate Clients with their Commercial Decisions 208-214
  Antonio Martín Cachuán Alipázaga, Willy Alexis Peña Vilca
• Prediction of University Desertion through Hybridization of Classification Algorithms 215-222
  Carol Francia Rocha, Yuliana Flores Zelaya, David Mauricio Sánchez, Félix Armando Fermín Pérez

Session 6: Ongoing Projects

• The Challenge to Incorporate the Socials Sciences with Computer Science 223-224
  Pilar Vanessa Hidalgo León
• Analysis and Comparison of Machine Learning Classification Models Applied to Credit Approval 225-226
  Jorge Alarcón Flores, Jiam Lopez Malca, Luiz Ruiz Saldarriaga, Christian Sarmiento Román