Data Mining and Big Data: 4th International Conference, DMBD 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings

Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
 Exploring Music21 and Gensim for Music Data Analysis and Visualization  (Somnuk Phon-Amnuaisuk)....Pages 3-12
 A Visual Analytics on Mortality of Malignant Neoplasm and Organic Food  (Chien-wen Shen, Irfandi Djailani, Cheng-Wei Tang)....Pages 13-22
 What Are You Reading: A Big Data Analysis of Online Literary Content  (Xiping Liu, Changxuan Wan)....Pages 23-33
 Factors Affecting the Big Data Adoption as a Marketing Tool in SMEs  (Jesús Silva, Lissette Hernández-Fernández, Esperanza Torres Cuadrado, Nohora Mercado-Caruso, Carlos Rengifo Espinosa, Felipe Acosta Ortega et al.)....Pages 34-43
 Data Mining to Identify Risk Factors Associated with University Students Dropout  (Jesús Silva, Alex Castro Sarmiento, Nicolás María Santodomingo, Norka Márquez Blanco, Wilmer Cadavid Basto, Hugo Hernández P et al.)....Pages 44-52
 Citescore of Publications Indexed in Scopus: An Implementation of Panel Data  (Carolina Henao-Rodríguez, Jenny-Paola Lis-Gutiérrez, Carlos Bouza, Mercedes Gaitán-Angulo, Amelec Viloria)....Pages 53-60
 IBA-Buffer: Interactive Buffer Analysis Method for Big Geospatial Data  (Ye Wu, Mengyu Ma, Luo Chen, Zhinong Zhong)....Pages 61-69
 Semi-automated Augmentation of Pandas DataFrames  (Steven Lynden, Waran Taveekarn)....Pages 70-79
 The Temporal Characteristics of a Wandering Along Parallel Semi-Markov Chains  (Tatiana A. Akimenko, Eugene V. Larkin)....Pages 80-89
Front Matter ....Pages 91-91
 Analysis and Prediction of Heart Diseases Using Inductive Logic and Image Segmentation  (S. Anand Hareendran, S. S. Vinod Chandra, Sreedevi Prasad)....Pages 93-103
 Customer Retention Prediction with CNN  (Yen Huei Ko, Ping Yu Hsu, Ming Shien Cheng, Yang Ruei Jheng, Zhi Chao Luo)....Pages 104-113
 Analysis of Deep Neural Networks for Automobile Insurance Claim Prediction  (Aditya Rizki Saputro, Hendri Murfi, Siti Nurrohmah)....Pages 114-123
 The Performance of One Dimensional Naïve Bayes Classifier for Feature Selection in Predicting Prospective Car Insurance Buyers  (Dilla Fadlillah Salma, Hendri Murfi, Devvi Sarwinda)....Pages 124-132
Front Matter ....Pages 133-133
 Clustering Study of Crowdsourced Test Report with Multi-source Heterogeneous Information  (Yan Yang, Xiangjuan Yao, Dunwei Gong)....Pages 135-145
 Strategy for the Selection of Reactive Power in an Industrial Installation Using K-Means Clustering  (Fredy Martínez, Fernando Marínez, Edwar Jacinto)....Pages 146-153
 A Collaborative Filtering System Using Clustering and Genetic Algorithms  (Soojung Lee)....Pages 154-161
 Using K-Means Algorithm for Description Analysis of Text in RSS News Format  (Paola Ariza-Colpas, Ana Isabel Oviedo-Carrascal, Emiro De-la-hoz-Franco)....Pages 162-169
 Differential Evolution Clustering and Data Mining for Determining Learning Routes in Moodle  (Amelec Viloria, Tito Crissien Borrero, Jesús Vargas Villa, Maritza Torres, Jesús García Guiliany, Carlos Vargas Mercado et al.)....Pages 170-178
 Student Performance Assessment Using Clustering Techniques  (Noel Varela, Edgardo Sánchez Montero, Carmen Vásquez, Jesús García Guiliany, Carlos Vargas Mercado, Nataly Orellano Llinas et al.)....Pages 179-188
Front Matter ....Pages 189-189
 Classification of Radio Galaxy Images with Semi-supervised Learning  (Zhixian Ma, Jie Zhu, Yongkai Zhu, Haiguang Xu)....Pages 191-200
 Multi-label Text Classification Based on Sequence Model  (Wenshi Chen, Xinhui Liu, Dongyu Guo, Mingyu Lu)....Pages 201-210
 A Survey of State-of-the-Art Short Text Matching Algorithms  (Weiwei Hu, Anhong Dang, Ying Tan)....Pages 211-219
 Neuronal Environmental Pattern Recognizer: Optical-by-Distance LSTM Model for Recognition of Navigation Patterns in Unknown Environments  (Fredy Martínez, Edwar Jacinto, Holman Montiel)....Pages 220-227
Front Matter ....Pages 229-229
 Discovering Strategy in Navigation Problem  (Nurulhidayati Haji Mohd Sani, Somnuk Phon-Amnuaisuk, Thien Wan Au)....Pages 231-239
 Exploring Frequent Itemsets in Sweltering Climates  (Ping Yu Hsu, Chen Wan Huang, Ming Shien Cheng, Yen Huei Ko, Cheng-Han Tsai, Ni Xu)....Pages 240-247
 Topic Mining of Chinese Scientific Literature Research About “The Belt and Road Initiative” Based on LDA Model from the Sub Disciplinary Perspective  (Jie Wang, Yan Peng, Ziqi Wang, Chengyan Yang, Jing Xu)....Pages 248-258
 Early Warning System Based on Data Mining to Identify Crime Patterns  (Jesús Silva, Stefany Palacio de la Cruz, Jannys Hernández Ureche, Diana García Tamayo, Harold Neira-Molina, Hugo Hernandez-P et al.)....Pages 259-268
 Fuzzy C-Means in Lower Dimensional Space for Topics Detection on Indonesian Online News  (Praditya Nugraha, Muhammad Rifky Yusdiansyah, Hendri Murfi)....Pages 269-276
Front Matter ....Pages 277-277
 A Novel Big Data Platform for City Power Grid Status Estimation  (Wuhan Lin, Yuanjun Guo, Zhile Yang, Juncheng Zhu, Ying Wang, Yuquan Liu et al.)....Pages 279-288
 Taxi Service Pricing Based on Online Machine Learning  (Tatiana Avdeenko, Oleg Khateev)....Pages 289-299
 PRESENT Cipher Implemented on an ARM-Based System on Chip  (Fernando Martínez Santa, Edwar Jacinto, Holman Montiel)....Pages 300-306
 Enhancing Quality of Movies Recommendation Through Contextual Ontological User Profiling  (Mohammad Wahiduzzaman Khan, Gaik-Yee Chan, Fang-Fang Chua)....Pages 307-319
 Determinants of ResearchGate (RG) Score for the Top100 of Latin American Universities at Webometrics  (Carolina Henao-Rodríguez, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Carmen Vásquez, Maritza Torres, Amelec Viloria)....Pages 320-327
 BIOG: An Effective and Efficient Algorithm for Influence Blocking Maximization in Social Networks  (Kuei-Sheng Lin, Bi-Ru Dai)....Pages 328-337
Back Matter ....Pages 339-340