| Vol-2029 urn:nbn:de:0074-2029-5 Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# SIMBig 2017
Symposium on Information Management and Big Data

### Proceedings of the 4th Annual International Symposium on Information Management and Big Data (SIMBig 2017)

### Lima, Peru, September 4-6, 2017.

Edited by

### Juan Antonio Lossio-Ventura *
Hugo Alatrista-Salas **

* University of Florida, Biomedical Informatics, College of Medicine, Florida, USA
** Universidad del Pacífico, Lima, Peru

## Table of Contents

- Title
- 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

- Proceedings in one file (zip)

2017-12-15: submitted by Juan Antonio Lossio-Ventura, metadata incl. bibliographic data published under Creative Commons CC0
2017-12-16: published on CEUR-WS.org |valid HTML5|