Front Matter ....Pages i-xxii
Front Matter ....Pages 1-1
Sequential Multi-fusion Network for Multi-channel Video CTR Prediction (Wen Wang, Wei Zhang, Wei Feng, Hongyuan Zha)....Pages 3-18
Finding Attribute Diversified Communities in Complex Networks (Afzal Azeem Chowdhary, Chengfei Liu, Lu Chen, Rui Zhou, Yun Yang)....Pages 19-35
Business Location Selection Based on Geo-Social Networks (Qian Zeng, Ming Zhong, Yuanyuan Zhu, Jianxin Li)....Pages 36-52
SpEC: Sparse Embedding-Based Community Detection in Attributed Graphs (Huidi Chen, Yun Xiong, Changdong Wang, Yangyong Zhu, Wei Wang)....Pages 53-69
MemTimes: Temporal Scoping of Facts with Memory Network (Siyuan Cao, Qiang Yang, Zhixu Li, Guanfeng Liu, Detian Zhang, Jiajie Xu)....Pages 70-86
Code2Text: Dual Attention Syntax Annotation Networks for Structure-Aware Code Translation (Yun Xiong, Shaofeng Xu, Keyao Rong, Xinyue Liu, Xiangnan Kong, Shanshan Li et al.)....Pages 87-103
Semantic Enhanced Top-k Similarity Search on Heterogeneous Information Networks (Minghe Yu, Yun Zhang, Tiancheng Zhang, Ge Yu)....Pages 104-119
STIM: Scalable Time-Sensitive Influence Maximization in Large Social Networks (Yuanyuan Zhu, Kailin Ding, Ming Zhong, Lijia Wei)....Pages 120-136
Unsupervised Hierarchical Feature Selection on Networked Data (Yuzhe Zhang, Chen Chen, Minnan Luo, Jundong Li, Caixia Yan, Qinghua Zheng)....Pages 137-153
Aspect Category Sentiment Analysis with Self-Attention Fusion Networks (Zelin Huang, Hui Zhao, Feng Peng, Qinhui Chen, Gang Zhao)....Pages 154-168
Front Matter ....Pages 169-169
A Partial Materialization-Based Approach to Scalable Query Answering in OWL 2 DL (Xiaoyu Qin, Xiaowang Zhang, Muhammad Qasim Yasin, Shujun Wang, Zhiyong Feng, Guohui Xiao)....Pages 171-187
DeepQT : Learning Sequential Context for Query Execution Time Prediction (Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng)....Pages 188-203
DARS: Diversity and Distribution-Aware Region Search (Siyu Liu, Qizhi Liu, Zhifeng Bao)....Pages 204-220
I/O Efficient Algorithm for c-Approximate Furthest Neighbor Search in High-Dimensional Space (Wanqi Liu, Hanchen Wang, Ying Zhang, Lu Qin, Wenjie Zhang)....Pages 221-236
An Efficient Approximate Algorithm for Single-Source Discounted Hitting Time Query (Kaixin Liu, Yong Zhang, Chunxiao Xing)....Pages 237-254
Path Query Processing Using Typical Snapshots in Dynamic Road Networks (Mengxuan Zhang, Lei Li, Pingfu Chao, Wen Hua, Xiaofang Zhou)....Pages 255-271
Dynamic Dimension Indexing for Efficient Skyline Maintenance on Data Streams (Rui Liu, Dominique Li)....Pages 272-287
SCALE: An Efficient Framework for Secure Dynamic Skyline Query Processing in the Cloud (Weiguo Wang, Hui Li, Yanguo Peng, Sourav S. Bhowmick, Peng Chen, Xiaofeng Chen et al.)....Pages 288-305
Authenticated Range Query Using SGX for Blockchain Light Clients (Qifeng Shao, Shuaifeng Pang, Zhao Zhang, Cheqing Jing)....Pages 306-321
Stargazing in the Dark: Secure Skyline Queries with SGX (Jiafan Wang, Minxin Du, Sherman S. M. Chow)....Pages 322-338
Increasing the Efficiency of GPU Bitmap Index Query Processing (Brandon Tran, Brennan Schaffner, Jason Sawin, Joseph M. Myre, David Chiu)....Pages 339-355
An Effective and Efficient Re-ranking Framework for Social Image Search (Bo Lu, Ye Yuan, Yurong Cheng, Guoren Wang, Xiaodong Duan)....Pages 356-371
HEGJoin: Heterogeneous CPU-GPU Epsilon Grids for Accelerated Distance Similarity Join (Benoit Gallet, Michael Gowanlock)....Pages 372-388
String Joins with Synonyms (Gwangho Song, Hongrae Lee, Kyuseok Shim, Yoonjae Park, Wooyeol Kim)....Pages 389-405
Efficient Query Reverse Engineering Using Table Fragments (Meiying Li, Chee-Yong Chan)....Pages 406-422
Front Matter ....Pages 423-423
Decentralized Embedding Framework for Large-Scale Networks (Mubashir Imran, Hongzhi Yin, Tong Chen, Yingxia Shao, Xiangliang Zhang, Xiaofang Zhou)....Pages 425-441
SOLAR: Fusing Node Embeddings and Attributes into an Arbitrary Space (Zheng Wang, Jian Cui, Yingying Chen, Changjun Hu)....Pages 442-458
Detection of Wrong Disease Information Using Knowledge-Based Embedding and Attention (Wei Ge, Wei Guo, Lizhen Cui, Hui Li, Lijin Liu)....Pages 459-473
Tackling MeSH Indexing Dataset Shift with Time-Aware Concept Embedding Learning (Qiao Jin, Haoyang Ding, Linfeng Li, Haitao Huang, Lei Wang, Jun Yan)....Pages 474-488
Semantic Disambiguation of Embedded Drug-Disease Associations Using Semantically Enriched Deep-Learning Approaches (Janus Wawrzinek, JosΓ© MarΓa GonzΓ‘lez Pinto, Oliver Wiehr, Wolf-Tilo Balke)....Pages 489-504
Front Matter ....Pages 505-505
Heterogeneous Graph Embedding for Cross-Domain Recommendation Through Adversarial Learning (Jin Li, Zhaohui Peng, Senzhang Wang, Xiaokang Xu, Philip S. Yu, Zhenyun Hao)....Pages 507-522
Hierarchical Variational Attention for Sequential Recommendation (Jing Zhao, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Zhixu Li, Lei Zhao)....Pages 523-539
Mutual Self Attention Recommendation with Gated Fusion Between Ratings and Reviews (Qiyao Peng, Hongtao Liu, Yang Yu, Hongyan Xu, Weidi Dai, Pengfei Jiao)....Pages 540-556
Modeling Periodic Pattern with Self-Attention Network for Sequential Recommendation (Jun Ma, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Lei Zhao)....Pages 557-572
Cross-Domain Recommendation with Adversarial Examples (Haoran Yan, Pengpeng Zhao, Fuzhen Zhuang, Deqing Wang, Yanchi Liu, Victor S. Sheng)....Pages 573-589
DDFL: A Deep Dual Function Learning-Based Model for Recommender Systems (Syed Tauhid Ullah Shah, Jianjun Li, Zhiqiang Guo, Guohui Li, Quan Zhou)....Pages 590-606
Zero-Injection Meets Deep Learning: Boosting the Accuracy of Collaborative Filtering in Top-N Recommendation (Dong-Kyu Chae, Jin-Soo Kang, Sang-Wook Kim)....Pages 607-620
DEAMER: A Deep Exposure-Aware Multimodal Content-Based Recommendation System (Yunsen Hong, Hui Li, Xiaoli Wang, Chen Lin)....Pages 621-637
Recurrent Convolution Basket Map for Diversity Next-Basket Recommendation (Youfang Leng, Li Yu, Jie Xiong, Guanyu Xu)....Pages 638-653
Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-Based Recommendation (Jing Zhu, Yanan Xu, Yanmin Zhu)....Pages 654-669
Front Matter ....Pages 671-671
Recommendation on Heterogeneous Information Network with Type-Sensitive Sampling (Jinze Bai, Jialin Wang, Zhao Li, Donghui Ding, Jiaming Huang, Pengrui Hui et al.)....Pages 673-684
Adaptive Loading Plan Decision Based upon Limited Transport Capacity (Jiaye Liu, Jiali Mao, Jiajun Liao, Yuanhang Ma, Ye Guo, Huiqi Hu et al.)....Pages 685-697
Intention-Based Destination Recommendation in Navigation Systems (Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su)....Pages 698-710
Towards Accurate Retail Demand Forecasting Using Deep Neural Networks (Shanhe Liao, Jiaming Yin, Weixiong Rao)....Pages 711-723
Front Matter ....Pages 725-725
AuthQX: Enabling Authenticated Query over Blockchain via Intel SGX (Shuaifeng Pang, Qifeng Shao, Zhao Zhang, Cheqing Jin)....Pages 727-731
SuperQuery: Single Query Access Technique for Heterogeneous DBMS (Philip Wootaek Shin, Kyujong Han, Gibeom Kil)....Pages 732-735
MDSE: Searching Multi-source Heterogeneous Material Data via Semantic Information Extraction (Jialing Liang, Peiquan Jin, Lin Mu, Xin Hong, Linli Qi, Shouhong Wan)....Pages 736-740
BigARM: A Big-Data-Driven Airport Resource Management Engine and Application Tools (Ka Ho Wong, Jiannong Cao, Yu Yang, Wengen Li, Jia Wang, Zhongyu Yao et al.)....Pages 741-744
S2AP: Sequential Senti-Weibo Analysis Platform (Shuo Wan, Bohan Li, Anman Zhang, Wenhuan Wang, Donghai Guan)....Pages 745-749
An Efficient Secondary Index for Spatial Data Based on LevelDB (Rui Xu, Zihao Liu, Huiqi Hu, Weining Qian, Aoying Zhou)....Pages 750-754
A Trustworthy Evaluation System Based on Blockchain (Haokai Ji, Chundong Wang, Xu Jiao, Xiuliang Mo, Wenjun Yang)....Pages 755-759
An Interactive System for Knowledge Graph Search (Sinha Baivab, Xin Wang, Wei Jiang, Ju Ma, Huayi Zhan, Xueyan Zhong)....Pages 760-765
STRATEGY: A Flexible Job-Shop Scheduling System for Large-Scale Complex Products (Zhiyu Liang, Hongzhi Wang, Jijia Yang)....Pages 766-770
Federated Acoustic Model Optimization for Automatic Speech Recognition (Conghui Tan, Di Jiang, Huaxiao Mo, Jinhua Peng, Yongxin Tong, Weiwei Zhao et al.)....Pages 771-774
EvsJSON: An Efficient Validator for Split JSON Documents (Bangjun He, Jie Zuo, Qiaoyan Feng, Guicai Xie, Ruiqi Qin, Zihao Chen et al.)....Pages 775-779
GMDA: An Automatic Data Analysis System for Industrial Production (Zhiyu Liang, Hongzhi Wang, Hao Zhang, Hengyu Guo)....Pages 780-784
An Intelligent Online Judge System for Programming Training (Yu Dong, Jingyang Hou, Xuesong Lu)....Pages 785-789
WTPST: Waiting Time Prediction for Steel Logistical Queuing Trucks (Wei Zhao, Jiali Mao, Shengcheng Cai, Peng Cai, Dai Sun, Cheqing Jin et al.)....Pages 790-794
A System for Risk Assessment of Privacy Disclosure (Zhihui Wang, Siqin Li, Xuchen Zhou, Yu Wang, Wenbiao Xing, Yun Zhu et al.)....Pages 795-798
Back Matter ....Pages 799-805