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

Jianan Zhao, Ding Xiao, Linmei Hu, Chuan Shi

Beijing University of Posts and Telecommunications, China

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

Zheng Wang¹, Cai Na², Zeyu Ma¹, Si Chen³, Lingyun Song⁴, Yang Yang¹

¹University of Electronic Science and Technology of China, China, ²Beijing Institute of Computer Technology and Application, China, ³China Electronics Technology Group Corporation, China, ⁴Xi’an Jiaotong University, China

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

Jingxin Xu¹, Kai Han¹, Pingping Song², Chaoting Xu¹, Fei Gui¹

¹University of Science and Technology of China, China, ²Anhui University, China

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

Zetao Zheng¹, Jia Zhu¹, Yong Tang¹, Jiabing Du²

¹South China Normal University, China, ²Guangdong Grid Co, China

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

Yongjian Ren¹, Kun Zhang^1,2, Yuliang Shi^1,2

¹Shandong University, China, ²Dareway Software Co., Ltd., China

Predictive Role Discovery of Research Teams Using Ordinal Factorization Machines

Tong Liu¹, Weijian Ni¹, Qingtian Zeng¹, Nengfu Xie²

¹Shandong University of Science and Technology, China, ²Chinese Academy of Agricultural Sciences, China

Deep Learning for Online Display Advertising User Clicks and Interests Prediction

Zhabiz Gharibshah¹, Xingquan Zhu¹, Arthur Hainline², Michael Conway²

¹Florida Atlantic University, USA, ²Bidtellect Inc., USA

History-driven Entity Categorization

Yijun Duan, Adam Jatowt, Katsumi Tanaka

Kyoto University, Japan

Improved Review Sentiment Analysis with A Syntax-aware Encoder

Jiangfeng Zeng¹, Ming Yang², Ke Zhou¹, Xiao Ma³, Yangtao Wang¹, Xiaodong Xu¹, Zhili Xiao⁴

¹Huazhong University of Science and Technology, China, ²Dareway Software Co., Ltd., China, ³Zhongnan University of Economics and Law, China

PowerMonitor: Aspect Mining and Sentiment Analysis on Online Reviews

Zhibin Zhao, Lan Yao, Siyuan Wang, Ge Yu

Northeastern University, China

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

Yinxu Pan¹, Binheng Song¹, Ningqi Luo¹, Xiaojun Chen², Hengbin Cui²

¹Tsinghua University, China, ²Ant Financial Services Group, China

MBMN: Multivariate Bernoulli Mixture Network for News Emotion Analysis

Xue Zhao, Ying Zhang, Wenya Guo, Xiaojie Yuan

Nankai University, China

DeepAM: Deep Semantic Address Representation for Address Matching

Shuangli Shan^1,2, Zhixu Li^1,3, Yang Qiang⁴, An Liu¹, Jiajie Xu¹, Zhigang Chen³

¹Soochow University, China, ²Neusoft Corporation, China, ³IFLYTEK, China, ⁴King Abdullah University of Science and Technology, SA

Drawing CoCo Core-sets from Incomplete Relational Data

Yongnan Liu^1,2, Jianzhong Li¹

¹Harbin Institute of Technology, China, ²Heilongjiang University, China

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

Zihao Wang, Yong Zhang, Chunxiao Xing

Tsinghua University, China

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

Mingdao Li, Peng Peng, Yang Xu, Hao Xia, Zheng Qin

Hunan University, China

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

Yadi Chen, Wen Bai, Runyuan Chen, Di Wu, Guoqiao Ye, Zhichuan Huang

Sun Yat-sen University, China

Iterative Hypergraph Computation based on Hyperedge-Connected Graphs

Kaiqiang Yu, Yu Gu, Shuo Yao, Zhen Song, Ge Yu

Northeastern University, China

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

Zhaokun Zhang¹, Ning Yang¹, Philip S. Yu²

¹Sichuan University, China, ²University of Illinois at Chicago, USA

Leveraging Domain Context for Question Answering over Knowledge Graph

Peihao Tong, Junjie Yao, Linzi He, Liang Xu

East China Normal University, China

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

Yashen Wan¹, Yifeng Liu¹, Huanhuan Zhang¹, Haiyong Xie^1,2

¹China Academy of Electronics and Information Technology, China, ²University of Science and Technology of China, China

Efficient Distributed Knowledge Representation Learning for Large Knowledge Graphs

Lele Chai, Xin Wang, Baozhu Liu, Yajun Yang

Tianjin University, China

Coherence and Salience-Based Multi-Document Relationship Mining

Yongpan Sheng, Zenglin Xu

University of Electronic Science and Technology of China, China

DeepDial: Passage Completion on Dialogs

Nan Hu, Jianyun Zhou, Xiaojun Wan

Peking University, China

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

Lin Cheng¹, Yongjian Ren¹, Kun Zhang^1,2, Yuliang Shi^1,2

¹Shandong University, China, ²Dareway Software Co., Ltd, China

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

Liang Ge, Aoli Zhou, Junling Liu, Hang Li

Chongqing University, China

WRL: A Combined Model for Short-Term Load Forecasting

Yuecan Liu¹, Kun Zhang^1,2, Shuai Zhen², Yongming Guan², Yuliang Shi^1,2

¹Shandong University, China, ²Dareway Software Co., Ltd, China

FMQO: A Federated RDF System Supporting Multi-Query Optimization

Qi Ge¹, Peng Peng¹, Zhiwei Xu¹, Lei Zou², Zheng Qin¹

¹Hunan University, China, ²Peking University, China

DataServiceHatch: Generating and Composing Continuous Data Services

Guiling Wang^1,2, Tongtong Cui¹, Xiaojiang Zuo¹, Yao Xu², Yanbo Han¹

¹North China University of Technology, China, ²China Electronics Technology Group, China

A Mobile Phone Data Visualization Tool for People Flow Analysis

Liangjian Chen¹, Siyu Chen¹, Shengnan Guo¹, Yue Yang², Jianqiu Xu¹

¹Nanjing University of Aeronautics and Astronautics, China, ²Jiangsu Academy of Architectural Sciences, China

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

Weijian Ni¹, Yujian Sun¹, Tong Liu¹, Qingtian Zeng¹, Nengfu Xie²

¹Shandong University of Science and Technology, China, ²Chinese Academy of Agricultural Sciences, China

PKRS: A Product Knowledge Retrieve System

Taoyi Huang, Yuming Lin, Haibo Tang, You Li, Huibing Zhang

Guilin University of Electronic Technology, China

DataSESec: Security Monitoring for Data Share and Exchange Platform

Guowei Shen^1,2, Lu Liu¹, Qin Wei¹, Chun Guo¹

¹GuiZhou University, China, ²CETC Big Data Research Institute Co. Ltd., China

Streaming Recommendation Algorithm with User Interest Drift Analysis

Jianzong Chen, Hanlu Li, Qing Xie, Lin Li, Yongjian Liu

Wuhan University of Technology, China

Unified Group Recommendation towards Multiple Criteria

Yi Wu, Ning Yang, Huanrui Luo

Sichuan University, China

Latent Path Connected Space Model for Recommendation

Lang Mei¹, Jun He¹, Hongyan Liu², Xiaoyong Du¹

¹Renmin University of China, China, ²Tsinghua University, China

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

Xiaochen Wang, Gang Hu, Haoyang Lin, Jiayu Sun

University of Electronic Science and Technology of China, China

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

Wei Sun, Xiangying Ran, Xiangyang Luo, Yunlai Xu, Chongjun Wang

Nanjing University, China

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

Wang Zhang¹, Chanjuan Chen², Lei Jiang¹, Xu Bai¹

¹Chinese Academy of Sciences, China, ²China National Machinery Industry Corporation, China

Opinion-aware Knowledge Embedding for Stance Detection

Zhenhui Xu¹, Qiang Li², Wei Chen¹, Yingbao Cui², Zhen Qiu², Tengjiao Wang¹

¹Peking University, China, ²State Grid Information and Telecommunication Group, China

History-driven Entity Categorization

Yijun Duan, Adam Jatowt, Katsumi Tanaka

Kyoto University, Japan

A Learning Approach for Topic-aware Influence Maximization

Shan Tian¹, Ping Zhang², Songsong Mo¹, Liwei Wang¹, Zhiyong Peng¹

¹Wuhan University, China, ²Huawei, China

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

Qian Chen¹, Hongyi Su¹, Jiamou Liu², Bo Yan¹, Hong Zheng¹, He Zhao¹

¹Beijing Institute of Technology, China, ²The University of Auckland, New Zealand

AERIAL: An Efficient Randomized Incentive-based Influence Maximization Algorithm

Yongyue Sun, Qingyun Wang, Hongyan Li

Peking University, China

Time Optimal Profit Maximization in a Social Network

Yong Liu, Zitu Liu, Shengnan Xie, Xiaokun Li

HeiLongJiang University, China

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

Junhao Li, Mizuho Iwaihara

Waseda University, Japan

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

Renjun Chi, Bin Wu, Linmei Hu, Yunlei Zhang

Beijing University of Posts and Telecommunications, China

An Unsupervised Learning Approach for NER based on Online Encyclopedia

Maolong Li¹, Qiang Yang³, Fuzhen He¹, Zhixu Li^1,2, Pengpeng Zhao¹, Lei Zhao¹, Zhigang Chen²

¹Soochow University, China, ²IFLYTEK, China, ³King Abdullah University of Science and Technology, SA

Pseudo Topic Analysis for Boosting Pseudo Relevance Feedback

Rong Yan, Guanglai Gao

Inner Mongolia University, China

FreshJoin: an Efficient and Adaptive Algorithm for Set Containment Join

Jizhou Luo, Wei Zhang, Shengfei Shi, Hong Gao, Jianzhong Li, Tao Zhang, Zening Zhou

Harbin Institute of Technology, China

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

Xiaolei Zhang, Chunxi Zhang, Yuming Li, Rong Zhang, Aoying Zhou

East China Normal University, China

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

Baiyou Qiao, Bing Hu, Xiyu Qiao, Laigang Yao, Junhai Zhu, Gang Wu

Northeastern University, China

Which Category Is Better: Benchmarking the RDBMSs and GDBMSs

Pengjie Ding¹, Yijian Cheng¹, Wei Lu¹, Hao Huang², Xiaoyong Du¹

¹Renmin University of China, China, ²Wuhan University, China

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

Hengpeng Xu¹, Peizhi Wu¹, Jinmao Wei¹, Zhenglu Yang¹, Jun Wang²

¹Nankai University, China, ²Ludong University, China

Spatial Temporal Trajectory Similarity Join

Tangpeng Dan¹, Changyin Luo¹, Yanhong Li², Bolong Zheng³, Guohui Li³

¹Central China Normal University, China, ²South-Central University for Nationalities, China, ³Huazhong University of Science and Technology, China

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

Xi Duan, Liping Wang, Shiyu Yang

East China Normal University, China

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

Longlong Xu, Xiansheng Chen, Yue Xu, Wei Chen, Tengjiao Wang

Peking University, China

A Framework for Image Dark Data Assessment

Yu Liu¹, Yangtao Wang¹, Ke Zhou¹, Yujuan Yang¹, Yifei Liu¹, Jingkuan Song², Zhili Xiao³

¹Huazhong University of Science and Technology, China, ²University of Electronic Science and Technology of China, China, ³Tencent Inc., China

Supervised Hashing with Recurrent Scaling

Xiyao Fu^1,2, Yi Bin², Zheng Wang², Qin Wei¹, Si Chen³

¹GuiZhou University, China, ²University of Electronic Science and Technology of China, China, ³China Electronics Technology Group Corporation, China

Analysis and Management to Hash-Based Graph and Rank

Yangtao Wang¹, Yu Liu¹, Yifei Liu¹, Ke Zhou¹, Yujuan Yang¹, Jiangfeng Zeng¹, Xiaodong Xu¹, Zhili Xiao²

¹Huazhong University of Science and Technology, China, ²Tencent Inc., China

Discovering Attractive Segments in the User Generated Video Streams

Jie Zhou¹, Jiangbo Ai², Zheng Wang², Si Chen³, Qin Wei¹

¹GuiZhou University, China, ²University of Electronic Science and Technology of China, China, ³China Electronics Technology Group Corporation, China

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

Huanran Xue¹, Jiawei Jiang^1,2, Yingxia Shao³, Bin Cui¹

¹Peking University, China, ²Tencent Inc, China, ³BUPT, China

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

Yeliang Xiu¹, Suyun Zhao^1,2, Hong Chen^1,2, Cuiping Li^1,2

¹Renmin University, China, ²Key Laboratory of Data Engineering and Knowledge Engineering, Ministry of Education, Ministry of Education, China

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

Haozhe Zhu, Yanyan Shen, Xian Zhou

Shanghai Jiao Tong University, China

Using Sentiment Representation Learning to Enhance Gender Classification for User Profiling

Yunpei Zheng¹, Lin Li¹, Jianwei Zhang², Qing Xie¹, Luo Zhong¹

¹Wuhan University of Technology, China, ²Iwate University, Japan

Invited Talk: Processing SPARQL Queries Over Distributed RDF Graphs - A Partial Evaluation-based Approach

Peng Peng

Hunan University, China

Classification-based Emoji Recommendation for User Social Networks

Yuan Wang, Yukun Li, Fenglian Liu

Tianjin University of Technology, China

Joint Entity and Relation Linking Based on Context Information

Yao Zhao¹, Zhuoming Xu¹, Wei Hu²

¹Hohai University, China, ²Nanjing University, China

Community Detection in Knowledge Graph Network with Matrix Factorization Learning

Xiaohua Shi, Yin Qian, Hongtao Lu

Shanghai Jiao Tong University, China

Research Review on Relationship Extraction of Knowledge Graph

Aoran Li, Xinmeng Wang, Bohan Li

Nanjing University of Aeronautics and Astronautics, China

PEVR: Pose Estimation for Vehicle Re-identification

Saifullah Tumrani, Zhiyi Deng, Abdullah Aman Khan, Waqar Ali

University of Electronic Science and Technology China, China

The Research of Chinese Ethnical Face Recognition Based on Deep Learning

Qike Zhao¹, Tangming Chen², Xiaosu Zhu², Jingkuan Song²

¹GuiZhou University, China, ²University of Electronic Science and Technology of China, China

Model of Charging Stations Construction and Electric Vehicles Development Prediction

Qilong Zhang¹, Zheyong Qiu², Jingkuan Song¹

¹GuiZhou University, China, ²Hangzhou Dianzi University, China

Boundary Detector Encoder and Decoder with Soft Attention for Video Captioning

Tangming Chen¹, Qike Zhao², Jingkuan Song¹

¹GuiZhou University, China, ²University of Electronic Science and Technology of China, China