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网络信息系统与应用:第16届国际会议,WISA 2019,中国青岛,2019年9月20-22日,会议记录-Web Information Systems and Applications: 16th

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标题(title):Web Information Systems and Applications: 16th International Conference, WISA 2019, Qingdao, China, September 20-22, 2019, Proceedings
网络信息系统与应用:第16届国际会议,WISA 2019,中国青岛,2019年9月20-22日,会议记录
作者(author):Weiwei Ni, Xin Wang, Wei Song, Yukun Li
出版社(publisher):Springer International Publishing
大小(size):51 MB (53019204 bytes)
格式(extension):pdf
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This book constitutes the proceedings of the 16th International Conference on Web Information Systems and Applications, WISA 2019, held in Qingdao, China, in September 2019. The 39 revised full papers and 33 short papers presented were carefully reviewed and selected from 154 submissions. The papers are grouped in topical sections onmachine learning and data mining, cloud computing and big data, information retrieval, natural language processing, data privacy and security, knowledge graphs and social networks, blockchain, query processing, and recommendations.


Table of contents :
Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
Online Anomaly Detection via Incremental Tensor Decomposition (Ming Gao, Yunbing Zong, Rui Li, Chengzhi An, Qiang Duan, Qingshan Yin et al.)....Pages 3-14
Intelligent Trader Model Based on Deep Reinforcement Learning (Daoqi Han, Junyao Zhang, Yuhang Zhou, Qing Liu, Nan Yang)....Pages 15-21
BiRNN-DKT: Transfer Bi-directional LSTM RNN for Knowledge Tracing (Bin Xu, Sheng Yan, Dan Yang)....Pages 22-27
Semi-supervised Learning to Rank with Uncertain Data (Xin Zhang, ZhongQi Zhao, ChengHou Liu, Chen Zhang, Zhi Cheng)....Pages 28-39
Signed Network Embedding Based on Noise Contrastive Estimation and Deep Learning (Xingong Chang, Wenqiang Shi, Fei Zhang)....Pages 40-46
Under Water Object Detection Based on Convolution Neural Network (Shaoqiong Huang, Mengxing Huang, Yu Zhang, Menglong Li)....Pages 47-58
Face Photo-Sketch Synthesis Based on Conditional Adversarial Networks (Xiaoqi Xie, Huarong Xu, Lifen Weng)....Pages 59-71
Research and Implementation of Vehicle Tracking Algorithm Based on Multi-Feature Fusion (Heng Guan, Huimin Liu, Minghe Yu, Zhibin Zhao)....Pages 72-78
An Enterprise Competitiveness Assessment Method Based on Ensemble Learning (Yaomin Chang, Yuzheng Li, Chuan Chen, Bin Cao, Zhenxing Li)....Pages 79-84
A Method for Duplicate Record Detection Using Deep Learning (Qing Gu, Yongquan Dong, Yang Hu, Yali Liu)....Pages 85-91
Case Facts Analysis Method Based on Deep Learning (Zihuan Xu, Tieke He, Hao Lian, Jiabing Wan, Hui Wang)....Pages 92-97
The Air Quality Prediction Based on a Convolutional LSTM Network (Canyang Guo, Wenzhong Guo, Chi-Hua Chen, Xin Wang, Genggeng Liu)....Pages 98-109
Front Matter ....Pages 111-111
Core Solution Computing Algorithm of Web Data Exchange (Yuhang Ji, Gui Li, Zhengyu Li, Ziyang Han, Keyan Cao)....Pages 113-118
A Novel Adaptive Tuning Mechanism for Kafka-Based Ordering Service (Li Xu, Xuan Ma, Lizhen Xu)....Pages 119-125
Author Name Disambiguation in Heterogeneous Academic Networks (Xiao Ma, Ranran Wang, Yin Zhang)....Pages 126-137
Is Bigger Data Better for Defect Prediction: Examining the Impact of Data Size on Supervised and Unsupervised Defect Prediction (Xinyue Liu, Yanhui Li)....Pages 138-150
Using Behavior Data to Predict the Internet Addiction of College Students (Wei Peng, Xinlei Zhang, Xin Li)....Pages 151-162
Detection of Entity-Description Conflict on Duplicated Data Based on Merkle-Tree for IIoT (Yan Wang, Hui Zeng, Bingqing Yang, Zhu Zhu, Baoyan Song)....Pages 163-168
Anti-money Laundering (AML) Research: A System for Identification and Multi-classification (Yixuan Feng, Chao Li, Yun Wang, Jian Wang, Guigang Zhang, Chunxiao Xing et al.)....Pages 169-175
Research of Query Verification Algorithm on Body Sensing Data in Cloud Computing Environment (Yanfang Gao, Lan Yao, Jinyue Yu)....Pages 176-188
Analysis of Macro Factors of Welfare Lottery Marketing Based on Big Data (Cheng Li, Hua Shao, Tiancheng Zhang, Ge Yu)....Pages 189-198
Front Matter ....Pages 199-199
An Inflection Point Based Clustering Method for Sequence Data (Ying Fan, Yilin Shi, Kai Kang, Qingbin Xing)....Pages 201-212
Efficient Large-Scale Multi-graph Similarity Search Using MapReduce (Jun Pang, Minghe Yu, Yu Gu)....Pages 213-225
A Subgraph Query Method Based on Adjacent Node Features on Large-Scale Label Graphs (Xiaohuan Shan, Jingjiao Ma, Jianye Gao, Zixuan Xu, Baoyan Song)....Pages 226-238
Semantic Web Service Discovery Based on LDA Clustering (Heng Zhao, Jing Chen, Lei Xu)....Pages 239-250
Research and Implementation of Anti-occlusion Algorithm for Vehicle Detection in Video Data (Yongqi Wu, Zhichao Zhou, Lan Yao, Minghe Yu, Yongming Yan)....Pages 251-256
Temporal Dependency Mining from Multi-sensor Event Sequences for Predictive Maintenance (Weiwei Cao, Chen Liu, Yanbo Han)....Pages 257-269
An Anomaly Pattern Detection Method for Sensor Data (Han Li, Bin Yu, Ting Zhao)....Pages 270-281
Front Matter ....Pages 283-283
A Sequence-to-Sequence Text Summarization Model with Topic Based Attention Mechanism (Heng-Xi Pan, Hai Liu, Yong Tang)....Pages 285-297
Sentiment Tendency Analysis of NPC&CPPCC in German News (Ye Liang, Lili Xu, Tianhao Huang)....Pages 298-308
Ensemble Methods for Word Embedding Model Based on Judicial Text (Chunyu Xia, Tieke He, Jiabing Wan, Hui Wang)....Pages 309-318
Multilingual Short Text Classification Based on LDA and BiLSTM-CNN Neural Network (Meng Xian-yan, Cui Rong-yi, Zhao Ya-hui, Zhang Zhenguo)....Pages 319-323
Front Matter ....Pages 325-325
Random Sequence Coding Based Privacy Preserving Nearest Neighbor Query Method (Yunfeng Zou, Shiyuan Song, Chao Xu, Haiqi Luo)....Pages 327-339
Multi-keyword Search Based on Attribute Encryption (Xueyan Liu, Tingting Lu, Xiaomei He, Xiaotao Yang)....Pages 340-346
Private Trajectory Data Publication for Trajectory Classification (Huaijie Zhu, Xiaochun Yang, Bin Wang, Leixia Wang, Wang-Chien Lee)....Pages 347-360
Adaptive Authorization Access Method for Medical Cloud Data Based on Attribute Encryption (Yu Wu, Nanzhou Lin, Wei Song, Yuan Shen, Xiandi Yang, Juntao Zhang et al.)....Pages 361-367
Dummy-Based Trajectory Privacy Protection Against Exposure Location Attacks (Xiangyu Liu, Jinmei Chen, Xiufeng Xia, Chuanyu Zong, Rui Zhu, Jiajia Li)....Pages 368-381
Privacy Protection Workflow Publishing Under Differential Privacy (Ning Wu, Jiaqiang Liu, Yunfeng Zou, Chao Xu, Weiwei Ni)....Pages 382-394
Front Matter ....Pages 395-395
A Cross-Network User Identification Model Based on Two-Phase Expansion (Yue Kou, Xiang Li, Shuo Feng, Derong Shen, Tiezheng Nie)....Pages 397-403
Link Prediction Based on Node Embedding and Personalized Time Interval in Temporal Multi-relational Network (Yuxin Liu, Derong Shen, Yue Kou, Tiezheng Nie)....Pages 404-417
A Unified Relational Storage Scheme for RDF and Property Graphs (Ran Zhang, Pengkai Liu, Xiefan Guo, Sizhuo Li, Xin Wang)....Pages 418-429
Construction Research and Application of Poverty Alleviation Knowledge Graph (Hongyan Yun, Ying He, Li Lin, Zhenkuan Pan, Xiuhua Zhang)....Pages 430-442
Graph Data Retrieval Algorithm for Knowledge Fragmentation (Wang Jingbin, Lin Jing)....Pages 443-448
A Method of Link Prediction Using Meta Path and Attribute Information (Zhang Yu, Li Feng, Gao Kening, Yu Ge)....Pages 449-454
TransFG: A Fine-Grained Model for Knowledge Graph Embedding (Yaowei Yu, Zhuoming Xu, Yan Lv, Jian Li)....Pages 455-466
Adjustable Location Privacy-Preserving Nearest Neighbor Query Method (Linfeng Xie, Zhigang Feng, Cong Ji, Yongjin Zhu)....Pages 467-479
Semi-supervised Sentiment Classification Method Based on Weibo Social Relationship (Wei Liu, Mingxin Zhang)....Pages 480-491
Organization and Query Optimization of Large-Scale Product Knowledge (You Li, Taoyi Huang, Hao Song, Yuming Lin)....Pages 492-498
Drug Abuse Detection via Broad Learning (Chao Kong, Jianye Liu, Hao Li, Ying Liu, Haibei Zhu, Tao Liu)....Pages 499-505
Semi-supervised Meta-path-based Algorithm for Community Detection in Heterogeneous Information Networks (Limin Chen, Yan Zhang, Liu Yang)....Pages 506-511
CLMed: A Cross-lingual Knowledge Graph Framework for Cardiovascular Diseases (Ming Sheng, Han Zhang, Yong Zhang, Chao Li, Chunxiao Xing, Jingwen Wang et al.)....Pages 512-517
How to Empower Disease Diagnosis in a Medical Education System Using Knowledge Graph (Samuel Ansong, Kalkidan F. Eteffa, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing)....Pages 518-523
Front Matter ....Pages 525-525
Blockchain Retrieval Model Based on Elastic Bloom Filter (Xuan Ma, Li Xu, Lizhen Xu)....Pages 527-538
An Empirical Analysis of Supply Chain BPM Model Based on Blockchain and IoT Integrated System (Ruixue Zhao)....Pages 539-547
A Trusted System Framework for Electronic Records Management Based on Blockchain (Sixin Xue, Xu Zhao, Xin Li, Guigang Zhang, Chunxiao Xing)....Pages 548-559
A Blockchain Based Secure E-Commerce Transaction System (Yun Zhang, Xiaohua Li, Jili Fan, Tiezheng Nie, Ge Yu)....Pages 560-566
Front Matter ....Pages 567-567
Data-Driven Power Quality Disturbance Sources Identification Method (Qi Li, Jun Fang, Jia Sheng)....Pages 569-574
Research and Implementation of a Skyline Query Method for Hidden Web Database (Zhengyu Li, Gui Li, Ziyang Han, Ping Sun, Keyan Cao)....Pages 575-581
Research on Real-Time Express Pick-Up Scheduling Based on ArcGIS and Weighted kNN Algorithm (Yi Ying, Kai Ren, Yajun Liu)....Pages 582-588
Similarity Histogram Estimation Based Top-k Similarity Join Algorithm on High-Dimensional Data (Youzhong Ma, Ruiling Zhang, Yongxin Zhang)....Pages 589-600
Hybrid Indexes by Exploring Traditional B-Tree and Linear Regression (Wenwen Qu, Xiaoling Wang, Jingdong Li, Xin Li)....Pages 601-613
Crowdsourced Indoor Localization for Diverse Devices with RSSI Sequences (Jing Sun, Xiaochun Yang, Bin Wang)....Pages 614-625
Grading Programs Based on Hybrid Analysis (Zhikai Wang, Lei Xu)...
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