Web Information Systems and Applications: 16th International Conference, WISA 2019, Qingdao, China, September 20-22, 2019, Proceedings

725 Pages·2019·50.563 MB·English

by  Weiwei Ni, Xin Wang, Wei Song, Yukun Li

Weiwei Ni · Xin Wang ·
Wei Song · Yukun Li (Eds.)
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16th International Conference, WISA 2019
Qingdao, China, September 20–22, 2019
Proceedings
Lecture Notes in Computer Science 11817
Founding Editors
Gerhard Goos
Karlsruhe Institute of Technology, Karlsruhe, Germany
Juris Hartmanis
Cornell University, Ithaca, NY, USA
Editorial Board Members
Elisa Bertino
Purdue University, West Lafayette, IN, USA
Wen Gao
Peking University, Beijing, China
Bernhard Steffen
TU Dortmund University, Dortmund, Germany
Gerhard Woeginger
RWTH Aachen, Aachen, Germany
Moti Yung
Columbia University, New York, NY, USA
More information about this series at http://www.springer.com/series/7409
Weiwei Ni Xin Wang
(cid:129) (cid:129)
Wei Song Yukun Li (Eds.)
(cid:129)
Web Information Systems
and Applications
16th International Conference, WISA 2019
–
Qingdao, China, September 20 22, 2019
Proceedings
123
Editors
Weiwei Ni XinWang
Southeast University Tianjin University
Nanjing, China Tianjin, China
Wei Song Yukun Li
WuhanUniversity Tianjin University of Technology
Wuhan, China Tianjin, China
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-030-30951-0 ISBN978-3-030-30952-7 (eBook)
https://doi.org/10.1007/978-3-030-30952-7
LNCSSublibrary:SL3–InformationSystemsandApplications,incl.Internet/Web,andHCI
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Preface
Itisourgreatpleasuretopresenttheproceedingsofthe16thWebInformationSystems
and Applications Conference (WISA 2019). WISA 2019 was organized by the China
Computer Federation Technical Committee on Information Systems (CCF TCIS)
and Qingdao University. WISA 2019 provided a premium forum for researchers,
professionals, practitioners, and officers closely related to information systems and
applications, to discuss the theme of future intelligent information systems with big
data,focusingondifficultandcritical issues,andpromotinginnovativetechnologyfor
new application areas of information systems.
WISA 2019 was held in Qingdao, Shandong, China, during September 20–22,
2019.ThethemeofWISA2019was“IntelligentInformationSystems,”whichfocused
on intelligent cities, government information systems, intelligent medical care, and
informationsystemsecurity,andemphasizedthetechnologyusedtosolvethedifficult
and critical problems in data sharing, data governance, knowledge graph, and block
chains.
Thisyearwereceived154submissions,eachofwhichwasassignedtoatleastthree
Program Committee (PC) members to review. The peer-review process was
double-blind. The thoughtful discussions on each paper by the PC resulted in the
selectionof39fullresearchpapers(anacceptancerateof25.32%)and33shortpapers.
TheprogramofWISA2019includedkeynotespeechesandtopic-specificinvitedtalks
by famous experts in various areas of intelligent information systems to share their
cutting edge technologies and views about the academic and industrial hotspots. The
other events included industrial forums, CCF TCIS salon, and PhD forum.
We are grateful to the general chairs Prof. Ruixuan Li (Huazhong University of
Science and Technology) and Prof. Fengjing Shao (Qingdao University), all PC
members,andexternalreviewerswhocontributedtheirtimeandexpertisetothepaper
reviewing process. We would like to thank all the members of the Organizing
Committee,andmanyvolunteers,fortheirgreatsupportintheconferenceorganization.
Especially, we would also like to thank publication chairs Prof. Wei Song (Wuhan
University) and Prof. Yukun Li (Tianjin University of Technology) for their efforts in
the publication of these proceedings. Many thanks to all the authors who submitted
their papers to the conference.
August 2019 Weiwei Ni
Xin Wang
Organization
Steering Committee
Baowen Xu Nanjing University, China
Ge Yu Northeastern University, China
Xiaofeng Meng Renmin University of China, China
Yong Qi Xi’an Jiaotong University, China
Chunxiao Xing Tinghua University, China
Ruixuan Li Huazhong University of Science and Technology,
China
Lizhen Xu Southeast University, China
General Chairs
Ruixuan Li Huazhong University of Science and Technology,
China
Fengjing Shao Qingdao university, China
Program Committee Chairs
Weiwei Ni Southeast University, China
Xin Wang Tianjin University, China
Local Chairs
Zhenkuan Pan Qingdao University, China
Jianbo Li Qingdao University, China
Publicity Chair
Lizhen Xu Southeast University, China
Publication Chairs
Wei Song Wuhan University, China
Yukun Li Tianjin University of Technology, China
Website Chairs
Weifeng Zhang Nanjing University of Post and Telecommunications,
China
Jing Li Qingdao University, China
viii Organization
Program Committee
Zhifeng Bao RMIT University, Australia
Yu Cao The University of Massachusetts Lowell, USA
Lemen Chao Renmin University of China, China
Lin Chen Nanjing University, China
Yanhui Ding Shandong Normal University, China
Wenzhong Guo Fuzhou University, China
Qinming He Zhejiang University, China
Tieke He Nanjing University, China
Shujuan Jiang China University of Mining and Technology, China
Weijin Jiang Xiangtan University, China
Wang-Chien Lee Penn State University, USA
Bin Li Yangzhou University, China
Chunying Li Guangdong Polytechnic Normal University, China
Feifei Li University of Utah, USA
Jianxin Li Deakin University, Australia
Qingzhong Li Shandong University, China
Ruixuan Li Huazhong University of Science and Technology,
China
Yukun Li Tianjin University of Technology, China
Zhenxing Li Agilecentury, China
Xuemin Lin University of New South Wales, Australia
Chen Liu North China University of Technology, China
Genggeng Liu Fuzhou University, China
Huan Liu Arizona State University, USA
Qing Liu Renmin University of China, China
Youzhong Ma Luoyang Normal University, China
Weiyi Meng SUNY Binghamton University, USA
Weiwei Ni Southeast University, China
Baoning Niu Taiyuan University of Technology, China
Zhiyong Peng Wuhan University, China
Yong Qi Xi’an Jiaotong University, China
Weiguang Qu Nanjing Normal University, China
Jiadong Ren Yanshan University, China
Yonggong Ren Liaoning Normal University, China
Derong Shen Northeast University, China
Baoyan Song Liaoning University, China
Wei Song Wuhan University, China
Haojun Sun Shantou University, China
Yong Tang South China Normal University, China
Xiaoguang Wang Virginia Tech University, USA
Xin Wang Tianjin University, China
Xingce Wang Beijing Normal University, China
Shengli Wu Jiangsu University, China
Feng Xia Dalian University of Technology, China
Organization ix
Xing Xie Microsoft Research Asia, China
Li Xiong Emery University, USA
Guandong Xu University of Technology Sydney, Australia
Lei Xu Nanjing University, China
Lizhen Xu Southeast University, China
Zhuoming Xu Hohai University, China
Shengli Wu Jiangsu University, China
Zhongmin Yan Shandong University, China
Jianming Yong University of Southern Queensland, Australia
Ge Yu Northeast University, China
Shui Yu University of Technology Sydney, Australia
Xiaojie Yuan Nankai University, China
Jeffrey Xu Yu Chinese University of Hong Kong, SAR China
Guigang Zhang InstituteofAutomation,ChineseAcademyofSciences,
China
Mingxin Zhang Changshu Institute of Technology, China
Rui Zhang University of Melbourne, Australia
Weifeng Zhang Nanjing University of Posts and Telecommunications,
China
Ying Zhang Nankai University, China
Yong Zhang Tsinghua University, China
Feng Zhao Huazhong University of Science and Technology,
China
Huaijie Zhu Sun Yat-sen University, China
Qingsheng Zhu Chongqing University, China
Contents
Machine Learning and Data Mining
Online Anomaly Detection via Incremental Tensor Decomposition . . . . . . . . 3
Ming Gao, Yunbing Zong, Rui Li, Chengzhi An, Qiang Duan,
Qingshan Yin, and Xiangcheng Wang
Intelligent Trader Model Based on Deep Reinforcement Learning. . . . . . . . . 15
Daoqi Han, Junyao Zhang, Yuhang Zhou, Qing Liu, and Nan Yang
BiRNN-DKT: Transfer Bi-directional LSTM RNN
for Knowledge Tracing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22
Bin Xu, Sheng Yan, and Dan Yang
Semi-supervised Learning to Rank with Uncertain Data. . . . . . . . . . . . . . . . 28
XinZhang,ZhongQiZhao,ChengHouLiu,ChenZhang,andZhiCheng
Signed Network Embedding Based on Noise Contrastive Estimation
and Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40
Xingong Chang, Wenqiang Shi, and Fei Zhang
Under Water Object Detection Based on Convolution Neural Network . . . . . 47
Shaoqiong Huang, Mengxing Huang, Yu Zhang, and Menglong Li
Face Photo-Sketch Synthesis Based on Conditional
Adversarial Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59
Xiaoqi Xie, Huarong Xu, and Lifen Weng
Research and Implementation of Vehicle Tracking Algorithm Based
on Multi-Feature Fusion. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72
Heng Guan, Huimin Liu, Minghe Yu, and Zhibin Zhao
An Enterprise Competitiveness Assessment Method Based
on Ensemble Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79
Yaomin Chang, Yuzheng Li, Chuan Chen, Bin Cao, and Zhenxing Li
A Method for Duplicate Record Detection Using Deep Learning. . . . . . . . . . 85
Qing Gu, Yongquan Dong, Yang Hu, and Yali Liu
Case Facts Analysis Method Based on Deep Learning. . . . . . . . . . . . . . . . . 92
Zihuan Xu, Tieke He, Hao Lian, Jiabing Wan, and Hui Wang