***Accepted full research papers***

PowerMonitor: Aspect Mining and Sentiment Analysis on Online Reviews

Zhibin Zhao (Northeastern University); Lan Yao (Northeastern University); Siyuan Wang (Northeastern University); Ge Yu (Northeastern University)

Transformer and Multi-scale Convolution for Target-oriented Sentiment Analysis

Yinxu Pan (Tsinghua University); Binheng Song (Tsinghua University); Ningqi Luo (Tsinghua University); Xiaojun Chen (Ant Financial Services Group); Hengbin Cui (Ant Financial Services Group)

FreshJoin: an Efficient and Adaptive Algorithm for Set Containment Join

Jizhou Luo (Harbin Institute of Technology); Wei Zhang (Harbin Institute of Technology); Shengfei Shi (Harbin Institute of Technology); Hong Gao (Harbin Institute of Technology); Jianzhong Li (Harbin Institute of Technology); Tao Zhang (Harbin Institute of Technology); Zening Zhou (Harbin Institute of Technology)

A New Feature Selection Algorithm based on Category Difference for Text Categorization

Wang Zhang (Chinese Academy of Sciences); Chanjuan Chen (China National Machinery Industry Corporation); Lei Jiang (Chinese Academy of Sciences); Xu Bai (Chinese Academy of Sciences)

Coupled Semi-supervised Clustering: Exploring Attribute Correlations in Heterogeneous Information Networks

Jianan Zhao (Beijing University of Posts and Telecommunications); Ding Xiao (Beijing University of Posts and Telecommunications); Linmei Hu (Beijing University of Posts and Telecommunications); Chuan Shi (Beijing University of Posts and Telecommunications)

DeepAM: Deep Semantic Address Representation for Address Matching

Shuangli Shan (Soochow University); Zhixu Li (Soochow University); Yang Qiang (King Abdullah University of Science and Technology); An Liu (Soochow University); Jiajie Xu (Soochow University); Zhigang Chen (iFLYTEK)

Two-Encoder Pointer-Generator Network for Summarizing Segments of Long Articles

Junhao Li (Waseda University); Mizuho Iwaihara (Waseda University)

Streaming Recommendation Algorithm with User Interest Drift Analysis

Jianzong Chen (Wuhan University of Technology); Hanlu Li (Wuhan University of Technology); Qing Xie (Wuhan University of Technology); Lin Li (Wuhan University of Technology); Yongjian Liu (Wuhan University of Technology)

PrivBUD-Wise: Differentially Private Frequent Itemsets Mining in High-dimensional Databases

Jingxin Xu (University of Science and Technology of China); Kai Han (University of Science and Technology of China); Pingping Song (Anhui University); Chaoting Xu (University of Science and Technology of China); Fei Gui (University of Science and Technology of China)

Opinion-aware Knowledge Embedding for Stance Detection

Zhenhui Xu (Peking University); Qiang Li (State Grid Information and Telecommunication Group); Wei Chen (Peking University); Yingbao Cui (State Grid Information and Telecommunication Group); Zhen Qiu (State Grid Information and Telecommunication Group); Tengjiao Wang (Peking University)

Leveraging Domain Context for Question Answering over Knowledge Graph

Peihao Tong (East China Normal University); Junjie Yao (East China Normal University); Linzi He (East China Normal University); Liang Xu (East China Normal University)

A Learning Approach for Topic-aware Influence Maximization

Shan Tian (Wuhan University); Ping Zhang (Huawei); Songsong Mo (Wuhan University); Liwei Wang (Wuhan University); Zhiyong Peng (Wuhan University)

Enhancing Joint Entity and Relation Extraction with Language Modeling and Hierarchical Attention

Renjun Chi (Beijing University of Posts and Telecommunications); Bin Wu (Beijing University of Posts and Telecommunications); Linmei Hu (Beijing University of Posts and Telecommunications); Yunlei Zhang (Beijing University of Posts and Telecommunications)

Exploring Nonnegative and Low-Rank Correlation for Noise-Resistant Spectral Clustering

Zheng Wang (University of Electronic Science and Technology of China); Cai Na (Beijing Institute of Computer Technology and Application); Zeyu Ma (University of Electronic Science and Technology of China); Si Chen (China Electronics Technology Group Corporation); Lingyun Song (Xi’an Jiaotong University); Yang Yang (University of Electronic Science and Technology of China)

MBMN: Multivariate Bernoulli Mixture Network for News Emotion Analysis

Xue Zhao (Nankai Univeristy); Ying Zhang (Nankai Univeristy); Wenya Guo (Nankai Univeristy); Xiaojie Yuan (Nankai Univeristy)

Reducing Wrong Labels for Distant Supervision Relation Extraction with Selective Capsule Network

Zihao Wang (Tsinghua University); Yong Zhang (Tsinghua University); Chunxiao Xing (Tsinghua University)

FeatureBand: A Feature Selection Method by Combining Early Stopping and Genetic Local Search

Huanran Xue (Peking University); Jiawei Jiang (Peking University); Yingxia Shao (Beijing University of Posts and Telecommunications); Bin Cui (Peking University)

In Pursuit of Social Capital: Upgrading Social Circle Through Edge Rewiring

Qian Chen (Beijing Institute of Technology); Hongyi Su (Beijing Institute of Technology); Jiamou Liu (The University of Auckland); Bo Yan (Beijing Institute of Technology); Hong Zheng (Beijing Institute of Technology); He Zhao (Beijing Institute of Technology)

DeepDial: Passage Completion on Dialogs

Nan Hu (Peking University); Jianyun Zhou (Peking University); Xiaojun Wan (Peking University)

Drawing CoCo Core-sets from Incomplete Relational Data

Yongnan Liu (Harbin Institute of Technology); Jianzhong Li (Harbin Institute of Technology)

History-driven Entity Categorization

Yijun Duan (Kyoto University); Adam Jatowt (Kyoto University); Katsumi Tanaka (Kyoto University)

Supervised Hashing with Recurrent Scaling

Xiyao Fu (GuiZhou University); Yi Bin (University of Electronic Science and Technology of China); Zheng Wang (University of Electronic Science and Technology of China); Qin Wei (GuiZhou University); Si Chen (China Electronics Technology Group Corporation)

Unified Group Recommendation towards Multiple Criteria

Yi Wu (Sichuan University); Ning Yang (Sichuan University); Huanrui Luo (Sichuan University)

Multi-View based Spatial-Keyword Query Processing for Real Estate

Xi Duan (East China Normal University); Liping Wang (East China Normal University); Shiyu Yang (East China Normal University)

A Framework for Image Dark Data Assessment

Yu Liu (Huazhong University of Science and Technology); Yangtao Wang (Huazhong University of Science and Technology); Ke Zhou (Huazhong University of Science and Technology); Yujuan Yang (Huazhong University of Science and Technology); Yifei Liu (Huazhong University of Science and Technology); Jingkuan Song (University of Electronice Science and Technology of China); Zhili Xiao (Tencent Inc)

Distributed Landmark Selection for Lower Bound Estimation of Distances in Large Graphs

Mingdao Li (Hunan University); Peng Peng (Hunan University); Yang Xu (Hunan University); Hao Xia (Hunan University); Zheng Qin (Hunan University);

An Unsupervised Learning Approach for NER based on Online Encyclopedia

Maolong Li (Soochow University); Qiang Yang(King Abdullah University of Science and Technology); Fuzhen He (Soochow University); Zhixu Li (Soochow University); Pengpeng Zhao (Soochow University); Lei Zhao (Soochow University); Zhigang Chen (iFLYTEK)

A Novel Ensemble Approach for Click-Through Rate Prediction based on Factorization Machines and Gradient Boosting Decision Trees

Xiaochen Wang (University of Electronic Science and Technology of China); Gang Hu (University of Electronic Science and Technology of China); Haoyang Lin (University of Electronic Science and Technology of China); Jiayu Sun (University of Electronic Science and Technology of China)

Medical Treatment Migration Prediction in Healthcare via Attention-based Bidirectional GRU

Lin Cheng (Shandong University); Yongjian Ren (Shandong University); Kun Zhang (Shandong University); Yuliang Shi (Shandong University)

Multi-label Text Classification: Select Distinct Semantic Understanding for Different Labels

Wei Sun (Nanjing University); Xiangying Ran (Nanjing University); Xiangyang Luo (Nanjing University); Yunlai Xu (Nanjing University); Chongjun Wang (Nanjing University)

Leveraging Lexical Semantic Information for Learning Concept-Based Multiple Embedding Representations for Knowledge Graph Completion

Yashen Wang (China Academy of Electronics and Information Technology); Yifeng Liu (China Academy of Electronics and Information Technology); Huanhuan Zhang (China Academy of Electronics and Information Technology); Haiyong Xie (China Academy of Electronics and Information Technology)

Discovering Attractive Segments in the User Generated Video Streams

Jie Zhou (GuiZhou University); Jiangbo Ai (University of Electronic Science and Technology of China); Zheng Wang (University of Electronic Science and Technology of China); Si Chen (China Electronics Technology Group Corporation); Qin Wei (GuiZhou University)

Apara: Workload-aware Data Partition and Replication for Parallel Databases

Xiaolei Zhang (East China Normal University); Chunxi Zhang (East China Normal University); Yuming Li (East China Normal University); Rong Zhang (East China Normal University); Aoying Zhou (East China Normal University)

TRPN: Matrix Factorization Meets Recurrent Neural Network for Temporal Rating Prediction

Haozhe Zhu (Shanghai Jiao Tong University); Yanyan Shen (Shanghai Jiao Tong University); Xian Zhou (Shanghai Jiao Tong University)

Efficient Distributed Knowledge Representation Learning for Large Knowledge Graphs

Lele Chai (Tianjin University); Xin Wang (Tianjin University); Baozhu Liu (Tianjin University); Yajun Yang (Tianjin University)

Improved Review Sentiment Analysis with A Syntax-aware Encoder

Jiangfeng Zeng (Huazhong University of Science and Technology); Ming Yang (Wuhan cciisoft Co.); Ke Zhou (Huazhong University of Science and Technology); Xiao Ma (Zhongnan University of Economics and Law); Yangtao Wang (Huazhong University of Science and Technology); Xiaodong Xu (Huazhong University of Science and Technology); Zhili Xiao (Tencent Inc.)

AERIAL: An Efficient Randomized Incentive-based Influence Maximization Algorithm

Yongyue Sun (Peking University); Qingyun Wang (Peking University); Hongyan Li (Peking University)

A Meta-Path-Based Recurrent Model for Next POI Prediction with Spatial and Temporal Contexts

Hengpeng Xu (Nankai University); Peizhi Wu (Nankai University); Jinmao Wei (Nankai University); Zhenglu Yang (Nankai University); Jun Wang (Ludong University)

A Survival Certification Model Based on Active Learning over Medical Insurance Data

Yongjian Ren (Shandong University); Kun Zhang (Shandong University); Yuliang Shi (Shandong University)

A Novel Approach for Air Quality Inference and Prediction based on DBU-LSTM

Liang Ge (Chongqing University); Aoli Zhou (Chongqing University); Junling Liu (Chongqing University); Hang Li (Chongqing University)

Who is the abnormal user: Anomaly Detection Framework based on the Graph Convolutional Networks

Zetao Zheng (South China Normal University); Jia Zhu (South China Normal University); Yong Tang (South China Normal University); Jiabing Du (Foshan Power Supply Bureau of Guangdong Grid Co)

Coherence and Salience-Based Multi-Document Relationship Mining

Yongpan Sheng (University of Electronic Science and Technology of China); Zenglin Xu (University of Electronic Science and Technology of China)

***Accepted short research papers***

Which Category Is Better: Benchmarking the RDBMSs and GDBMSs

Pengjie Ding (Renmin University of China); Yijian Cheng (Renmin University of China); Wei Lu (Renmin University of China); Hao Huang (Wuhan University); Xiaoyong Du (Renmin University of China)

Spatial Temporal Trajectory Similarity Join

Tangpeng Dan (Central China Normal University); Changyin Luo (Central China Normal University); Yanhong Li (South-Central University for Nationalities); Bolong Zheng (Huazhong University of Science and Technology); Guohui Li (Huazhong University of Science and Technology);

Cider: Highly Efficient Processing of Densely Overlapped Communities in Big Graphs

Yadi Chen (Sun Yat-sen University); Wen Bai (Sun Yat-sen University); Runyuan Chen (Sun Yat-sen University); Di Wu (Sun Yat-sen University); Guoqiao Ye (Sun Yat-sen University); Zhichuan Huang (Sun Yat-sen University)

I-mRMR: Incremental Max-Relevance, and Min-Redundancy Feature Selection

Yeliang Xiu (Renmin University of China); Suyun Zhao (Renmin University of China); Hong Chen (Renmin University of China); Cuiping Li (Renmin University of China)

Pseudo Topic Analysis for Boosting Pseudo Relevance Feedback

Rong Yan (Inner Mongolia University); Guanglai Gao (Inner Mongolia University)

Using Sentiment Representation Learning to Enhance Gender Classification for User Profiling

Yunpei Zheng (Wuhan University of Technology); Lin Li (Wuhan University of Technology); Jianwei Zhang (Iwate University); Qing Xie (Wuhan University of Technology); Luo Zhong (Wuhan University of Technology)

Data Driven Charging Station Placement

Yudi Guo (East China Normal University); Junjie Yao (East China Normal University); Jiaxiang Huang (East China Normal University); Yijun Chen (East China Normal University)

ST-DCN: A Spatial-Temporal Densely Connected Networks for Crowd Flow Prediction

Longlong Xu (Peking University); Xiansheng Chen (Peking University); Yue Xu (Peking University); Wei Chen (Peking University); Tengjiao Wang (Peking University)

An Efficient Top-k Spatial Join Query Processing Algorithm on Big Spatial Data

Baiyou Qiao (Northeastern University); Bing Hu (Northeastern University); Xiyu Qiao (Northeastern University); Laigang Yao (Northeastern University); Junhai Zhu (Northeastern University); Gang Wu (Northeastern University)

Time Optimal Profit Maximization in a Social Network

Yong Liu (HeiLongJiang University); Zitu Liu (HeiLongJiang University); Shengnan Xie (HeiLongJiang University); Xiaokun Li (HeiLongJiang University)

Iterative Hypergraph Computation based on Hyperedge-Connected Graphs

Kaiqiang Yu (Northeastern University); Yu Gu (Northeastern University); Shuo Yao (Northeastern University); Zhen Song (Northeastern University); Ge Yu (Northeastern University)

Latent Path Connected Space Model for Recommendation

Lang Mei (Renmin University of China); Jun He (Renmin University of China); Hongyan Liu (Tsinghua University); Xiaoyong Du (Renmin University of China)

How to Reach: Discovering Multi-Resolution Paths on Large Scale Networks

Zhaokun Zhang (Sichuan University); Ning Yang (Sichuan University); Philip S. Yu (University of Illinois at Chicago)

Analysis and Management to Hash-Based Graph and Rank

Yangtao Wang (Huazhong University of Science and Technology); Yu Liu (Huazhong University of Science and Technology); Yifei Liu (Huazhong University of Science and Technology); Ke Zhou (Huazhong University of Science and Technology); Yujuan Yang (Huazhong University of Science and Technology); Jiangfeng Zeng (Huazhong University of Science and Technology); Xiaodong Xu (Huazhong University of Science and Technology); Zhili Xiao (Tencent Inc)

Predictive Role Discovery of Research Teams Using Ordinal Factorization Machines

Tong Liu (Shandong University of Science and Technology); Weijian Ni (Shandong University of Science and Technology); Qingtian Zeng (Shandong University of Science and Technology); Nengfu Xie (Chinese Academy of Agricultural Sciences)

WRL: A Combined Model for Short-Term Load Forecasting

Yuecan Liu (Shandong University); Kun Zhang (Shandong University); Shuai Zhen (Dareway Software Co.); Yongming Guan (Dareway Software Co.); Yuliang Shi (Shandong University)

Deep Learning for Online Display Advertising User Clicks and Interests Prediction

Zhabiz Gharibshah (Florida Atlantic University); Xingquan Zhu (Florida Atlantic University); Arthur Hainline (Bidtellect Inc.); Michael Conway (Bidtellect Inc.)

***Accepted demo papers***

FMQO: A Federated RDF System Supporting Multi-Query Optimization

Qi Ge (Hunan University); Peng Peng (Hunan University); Zhiwei Xu (Hunan University); Lei Zou (Peking University); Zheng Qin (Hunan University)

DataServiceHatch: Generating and Composing Continuous Data Services

Guiling Wang (North China University of Technology); Tongtong Cui (North China University of Technology); Xiaojiang Zuo (North China University of Technology); Yao Xu (Ocean Information Technology Company); Yanbo Han (North China University of Technology)

A Mobile Phone Data Visualization Tool for People Flow Analysis

Liangjian Chen (Nanjing University of Aeronautics and Astronautics); Siyu Chen (Nanjing University of Aeronautics and Astronautics); Shengnan Guo (Nanjing University of Aeronautics and Astronautics); Yue Yang (Jiangsu Academy of Architectural Sciences); Jianqiu Xu (Nanjing University of Aeronautics and Astronautics)

NativeHelper: A Bilingual Sentence Search & Recommendation Engine for Academic Writing

Weijian Ni (Shandong University of Science and Technology); Yujian Sun (Shandong University of Science and Technology); Tong Liu (Shandong University of Science and Technology); Qingtian Zeng (Shandong University of Science and Technology); Nengfu Xie (Chinese Academy of Agricultural Sciences)

PKRS: A Product Knowledge Retrieve System

Taoyi Huang (Guilin University of Electronic Technology); Yuming Lin (Guilin University of Electronic Technology); Haibo Tang (Guilin University of Electronic Technology); You Li (Guilin University of Electronic Technology); Huibing Zhang (Guilin University of Electronic Technology)

DataSESec: Security Monitoring for Data Share and Exchange Platform

Guowei Shen (GuiZhou University); Lu Liu (GuiZhou University); Qin Wei (GuiZhou University); Chun Guo (GuiZhou University)