Computational Data and Social Networks: 8th International Conference, CSoNet 2019, Ho Chi Minh City, Vietnam, November 18–20, 2019, Proceedings

Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
 A Probabilistic Divide and Conquer Algorithm for the Minimum Tollbooth Problem  (Julian Nickerl)....Pages 3-15
 Distributed Core Decomposition in Probabilistic Graphs  (Qi Luo, Dongxiao Yu, Feng Li, Zhenhao Dou, Zhipeng Cai, Jiguo Yu et al.)....Pages 16-32
 Sampled Fictitious Play on Networks  (Alexander Nikolaev, Alexander Semenov, Eduardo L. Pasiliao)....Pages 33-44
 Outlier Detection Forest for Large-Scale Categorical Data Sets  (Zhipeng Sun, Hongwei Du, Qiang Ye, Chuang Liu, Patricia Lilian Kibenge, Hui Huang et al.)....Pages 45-56
 Neural Networks with Multidimensional Cross-Entropy Loss Functions  (Alexander Semenov, Vladimir Boginski, Eduardo L. Pasiliao)....Pages 57-62
 A RVND+ILS Metaheuristic to Solve the Delivery Man Problem with Time Windows  (Ha-Bang Ban)....Pages 63-69
 Star2vec: From Subspace Embedding to Whole-Space Embedding for Intelligent Recommendation System (Extended Abstract)  (Quang Nguyen, Vu Nguyen, Doi Tran, Trung Mai, Tho Quan)....Pages 70-71
 Approximation Algorithm for the Squared Metric Soft Capacitated Facility Location Problem (Extended Abstract)  (Lu Han, Dachuan Xu, Yicheng Xu, Dongmei Zhang)....Pages 72-73
 An Efficient Algorithm for the k-Dominating Set Problem on Very Large-Scale Networks (Extended Abstract)  (Minh Hai Nguyen, Minh Hoàng Hà, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz, The Trung Tran)....Pages 74-76
 Strategy-Proof Cost-Sharing Mechanism Design for a Generalized Cover-Sets Problem (Extended Abstract)  (Longkun Guo, Chenchen Wu, Huahui Yu, Xiaoyan Zhang)....Pages 77-78
Front Matter ....Pages 79-79
 Hybrid Centrality Measures for Service Coverage Problem  (Anuj Singh, Rishi Ranjan Singh, S. R. S. Iyengar)....Pages 81-94
 Hop-Based Sketch for Large-Scale Influence Analysis  (Phuc D. Thai, Thang N. Dinh)....Pages 95-107
 Profit Maximization Under Group Influence Model in Social Networks  (Jianming Zhu, Smita Ghosh, Weili Wu, Chuangen Gao)....Pages 108-119
 Importance Sample-Based Approximation Algorithm for Cost-Aware Targeted Viral Marketing  (Canh V. Pham, Hieu V. Duong, My T. Thai)....Pages 120-132
 Location-Based Competitive Influence Maximization in Social Networks  (Manh M. Vu, Huan X. Hoang)....Pages 133-140
 Cascade of Edge Activation in Networks  (Gabriel Lopez Zenarosa, Alexander Veremyev, Eduardo L. Pasiliao)....Pages 141-147
 Reinforcement Learning in Information Cascades Based on Dynamic User Behavior  (Mengnan Chen, Qipeng P. Zheng, Vladimir Boginski, Eduardo L. Pasiliao)....Pages 148-154
 Predicting New Adopters via Socially-Aware Neural Graph Collaborative Filtering  (Yu-Che Tsai, Muzhi Guan, Cheng-Te Li, Meeyoung Cha, Yong Li, Yue Wang)....Pages 155-162
 Who Watches What: Forecasting Viewership for the Top 100 TV Networks  (Denis Khryashchev, Alexandru Papiu, Jiamin Xuan, Olivia Dinica, Kyle Hubert, Huy Vo)....Pages 163-174
Front Matter ....Pages 175-175
 PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis  (Ranjan Satapathy, Aalind Singh, Erik Cambria)....Pages 177-188
 One-Document Training for Vietnamese Sentiment Analysis  (Dang-Khoa Nguyen-Nhat, Huu-Thanh Duong)....Pages 189-200
 Assessing the Readability of Vietnamese Texts Through Comparison (Extended Abstract)  (An-Vinh Luong, Phuoc Tran)....Pages 201-202
 Learning Representations for Vietnamese Sentence Classification (Extended Abstract)  (Phuc H. Duong, Hien T. Nguyen)....Pages 203-204
 Exploring Machine Translation on the Chinese-Vietnamese Language Pair (Extended Abstract)  (Huu-Anh Tran, Phuoc Tran, Phuong-Thuy Dao, Thi-Mien Pham)....Pages 205-206
Front Matter ....Pages 207-207
 Towards an Aspect-Based Ranking Model for Clinical Trial Search  (Soumyadeep Roy, Koustav Rudra, Nikhil Agrawal, Shamik Sural, Niloy Ganguly)....Pages 209-222
 Scalable Self-taught Deep-Embedded Learning Framework for Drug Abuse Spatial Behaviors Detection  (Wuji Liu, Xinyue Ye, Hai Phan, Han Hu)....Pages 223-228
 Limiting the Neighborhood: De-Small-World Network for Outbreak Prevention  (Ruoming Jin, Yelong Sheng, Lin Liu, Xue-Wen Chen, NhatHai Phan)....Pages 229-245
 Online Community Conflict Decomposition with Pseudo Spatial Permutation  (Yunmo Chen, Xinyue Ye)....Pages 246-255
 Attribute-Enhanced De-anonymization of Online Social Networks  (Cheng Zhang, Shang Wu, Honglu Jiang, Yawei Wang, Jiguo Yu, Xiuzhen Cheng)....Pages 256-267
 Subgraph-Based Adversarial Examples Against Graph-Based IoT Malware Detection Systems  (Ahmed Abusnaina, Hisham Alasmary, Mohammed Abuhamad, Saeed Salem, DaeHun Nyang, Aziz Mohaisen)....Pages 268-281
 Incorporating Content Beyond Text: A High Reliable Twitter-Based Disaster Information System  (Qixuan Hou, Meng Han)....Pages 282-292
 Reduced-Bias Co-trained Ensembles for Weakly Supervised Cyberbullying Detection  (Elaheh Raisi, Bert Huang)....Pages 293-306
 A Novel Privacy-Preserving Socio-technical Platform for Detecting Cyber Abuse (Extended Abstract)  (Sriram Chellappan, Nathan Fisk)....Pages 307-308
 Projection-Based Coverage Algorithms in 3D Camera Sensor Networks for Indoor Objective Tracking  (Yi Hong, Yongcai Wang, Yuqing Zhu, Deying Li, Mengjie Chang, Zhibo Chen)....Pages 309-320
Front Matter ....Pages 321-321
 Enhancing Collaborative Filtering with Multi-label Classification  (Yang Zhou, Ling Liu, Qi Zhang, Kisung Lee, Balaji Palanisamy)....Pages 323-338
 Link Prediction on Dynamic Heterogeneous Information Networks  (Chao Kong, Hao Li, Liping Zhang, Haibei Zhu, Tao Liu)....Pages 339-350
 Information Network Cascading and Network Re-construction with Bounded Rational User Behaviors  (Guanxiang Yun, Qipeng P. Zheng, Vladimir Boginski, Eduardo L. Pasiliao)....Pages 351-362
 Gender Prediction Through Synthetic Resampling of User Profiles Using SeqGANs  (Munira Syed, Jermaine Marshall, Aastha Nigam, Nitesh V. Chawla)....Pages 363-370
Back Matter ....Pages 371-372