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SIMBig 2017: Lima, Peru
- Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas:
Proceedings of the 4th Annual International Symposium on Information Management and Big Data, SIMBig 2017, Lima, Peru, September 4-6, 2017. CEUR Workshop Proceedings 2029, CEUR-WS.org 2017
Keynote Speaker Presentations
- Jiawei Han:
Mining Structures from Massive Text Data: A Data-Driven Approach. 16-19 - Mark A. Musen:
Making Online Datasets More Searchable and Accessible: The CEDAR project. 20-22 - Clément Jonquet:
Challenges for Ontology Repositories and Applications to Biomedicine & Agronomy. 25-37
Session 1: Special Track - Applied Natural Language Processing (ANLP)
- Özge Alaçam, Tobias Staron, Wolfgang Menzel:
Towards a Systematic Analysis of Linguistic and Visual Complexity in Disambiguation and Structural Prediction. 38-46 - Chanin Pithyaachariyakul, Maria Khvalchik, Anagha Kulkarni:
Automated Question Answering System. 47-56 - Alexandra Espichán-Linares, Arturo Oncevay-Marcos:
A Low-Resourced Peruvian Language Identification Model. 57-63 - Damián Barsotti, Martín Ariel Domínguez, Pablo Ariel Duboue:
Predicting Invariant Nodes in Large Scale Semantic Graphs. 64-68
Session 2: Data Mining and Applications
- Christian Fernando Libaque Saenz, Juan G. Lazo Lazo, Karla Gabriela López-Yucra, Edgardo R. Bravo:
Predicting Child Labor in Peru: A comparison of Logistic Regression and Neural Networks Techniques. 69-79 - Vincent Thouvenot, Damien Nogues, Catherine Gouttas:
Data-driven Anonymization Process Applied to Time Series. 80-90 - Miguel Núñez-del-Prado, Bruno Esposito, Ana Luna:
Toward a Privacy-aware Data Collector for Economic and Urban Analytics. 91-100 - Alan Valejo, Vinícius Ferreira, Geraldo P. R. Filho, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes:
One-mode Projection-based Multilevel Approach for Community Detection in Bipartite Networks. 101-108
Session 3: Ontologies and Knowledge Bases
- Jean-Rémi Bourguet:
JPoT: Just another Populator of TBoxes. 109-115 - E. Patrick Shironoshita, Da Zhang, Mansur R. Kabuka, Jia Xu:
Parallelization of Query Processing over Expressive Ontologies. 116-126 - Nemanja Stojanovic, Ray M. Bradley, Sean Wilkinson, Mansur R. Kabuka, E. Patrick Shironoshita:
Web-based Ontology Alignment with the GeneTegra Alignment Tool. 127-132 - Rashedur Rahman, Brigitte Grau, Sophie Rosset:
Community Graph and Linguistic Analysis to Validate Relationships for Knowledge Base Population. 133-143 - Herwin Alayn Huillcen-Baca, Flor de Luz Palomino-Valdivia:
Influence of Historical Meteorological Data Processing in a Mobile Application of Weather Prediction, based on Data Mining. 144-150
Session 4: Special Track - Social Network and Media Analysis and Mining (SNMAM)
- Mon-Shih Chuang, Anagha Kulkarni:
Balancing Precision and Recall with Selective Search. 151-160 - Ricardo Miguel Puma-Alvarez, Alneu de Andrade Lopes:
Reconstructing Uncertain Pedestrian Trajectories From Low-Sampling-Rate Observations. 161-167 - Thiago Luís Viana de Santana, Rafael Santos:
Data Science Approach to Analysis of Lattes CV Data. 168-177 - Luis Angel Cajachahua Espinoza, Indira Burga:
Sentiments and Opinions From Twitter About Peruvian Touristic Places Using Correspondence Analysis. 178-189
Session 5: Big Data, Data Science and Applications
- Enrique Valeriano Loli, Juanjosé Tenorio Peña, Rodrigo López Condori:
An LDA-lexical Syntactical Approach for Events and Features Extraction of Earthquakes from Spanish and English Tweets. 190-197 - Prajwal Shrestha, Byung Suk Lee, James P. Bagrow:
Predicting an Effect Event from a New Cause Event Using a Semantic Web Based Abstraction Tree of Past Cause-Effect Event Pairs. 198-207 - Antonio Martín Cachuán Alipázaga, Willy Alexis Peña Vilca:
Crecemas: A Transactional Data-based Big Data Solution to Support a Bank's Corporate Clients with their Commercial Decisions. 208-214 - Carol Francia Rocha, Yuliana Flores Zelaya, David Mauricio Sánchez, Félix Armando Fermín Pérez:
Prediction of University Desertion through Hybridization of Classification Algorithms. 215-222
Session 6: Ongoing Projects
- Pilar Vanessa Hidalgo León:
The Challenge to Incorporate the Socials Sciences with Computer Science. 223-224 - Jorge Alarcón Flores, Jiam Lopez Malca, Luiz Ruiz Saldarriaga, Christian Sarmiento Román:
Analysis and Comparison of Machine Learning Classification Models Applied to Credit Approval. 225-226
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