Communications
in Computer and Information Science
1155
Commenced Publication in 2007 Founding and Former Series Editors:
Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Krishna M. Sivalingam, DominikŚlęzak, Takashi Washio, Xiaokang Yang, and Junsong Yuan
Editorial Board Members
Simone Diniz Junqueira Barbosa
Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil
Joaquim Filipe
Polytechnic Institute of Setúbal, Setúbal, Portugal Ashish Ghosh
Indian Statistical Institute, Kolkata, India Igor Kotenko
St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia
Lizhu Zhou
Leong Hou U
•Jian Yang
•Yi Cai
•Kamalakar Karlapalem
•An Liu
•Xin Huang (Eds.)
Web Information
Systems Engineering
WISE 2019 Workshop, Demo, and Tutorial
Hong Kong and Macau, China, January 19
–22, 2020
Revised Selected Papers
Editors Leong Hou U University of Macau Macau, China Jian Yang Macquarie University Sydney, NSW, Australia Yi Cai
South China University of Technology Guangzhou, China Kamalakar Karlapalem International Institute of Information Technology Hyderabad, India An Liu Soochow University Suzhou, China Xin Huang
Hong Kong Baptist University Hong Kong, China
ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer and Information Science
ISBN 978-981-15-3280-1 ISBN 978-981-15-3281-8 (eBook)
https://doi.org/10.1007/978-981-15-3281-8
© Springer Nature Singapore Pte Ltd. 2020, corrected publication 2020
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the
material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,
broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication
does not imply, even in the absence of a specific statement, that such names are exempt from the relevant
protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in
published maps and institutional affiliations.
WISE 2019 has been postponed until January 2020 because of the problems in Hong Kong. This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore
Preface
Welcome to the proceedings of the 20th International Conference on Web Information Systems Engineering (WISE 2019), held in Hong Kong (and Macau), China, during January 19–22, 2020. It marks the 20th anniversary of the conference, which was first held in Hong Kong in 2000. The series of WISE conferences aims to provide an international forum for researchers, professionals, and industrial practitioners to share their knowledge in the rapidly growing area of web technologies, methodologies, and applications. Thefirst WISE event took place in Hong Kong, China (2000). Then the trip continued to Kyoto, Japan (2001); Singapore (2002); Rome, Italy (2003); Brisbane, Australia (2004); New York, USA (2005); Wuhan, China (2006); Nancy, France (2007); Auckland, New Zealand (2008); Poznan, Poland (2009); Hong Kong, China (2010); Sydney, Australia (2011); Paphos, Cyprus (2012); Nanjing, China (2013); Thessaloniki, Greece (2014); Miami, USA (2015); Shanghai, China (2016); Puschino, Russia (2017); Dubai, UAE (2018); and this year, WISE 2019 returns to Hong Kong, China, supported by the Hong Kong Polytechnic University and City University of Hong Kong.
This volume contains the workshop, demo, and tutorial papers presented at WISE 2019. Specifically, the proceedings include seven workshop papers, five demo papers, and three tutorial papers. Each of the workshop papers and demo papers was reviewed by three reviewers.
Special thanks are due to the members of the international Program Committee and the external reviewers for a rigorous and robust reviewing process. We are also grateful to the Hong Kong Polytechnic University, City University of Hong Kong, Springer Nature Switzerland AG, and the International WISE Society for supporting this con-ference. The WISE Organizing Committee is also grateful to the workshop organizers for their great efforts to help promote web information system research to broader domains. Moreover, we are grateful to the University of Macau for supporting the workshop.
We expect that the ideas which emerged during WISE 2019 will result in the development of further innovations for the benefit of scientific, industrial, and social communities.
November 2019 Leong Hou U
Jian Yang Yi Cai Kamalakar Karlapalem An Liu Xin Huang
Organization
Executive Committee
Workshop Co-chairs
Leong Hou U University of Macau, Macau, China
Jian Yang Macquarie University, Australia
The International Workshop on Web Information Systems
in the Era of AI
General Co-chairs
Mingjun Xiao University of Science and Technology of China, China Guanfeng Liu Macquarie University, Australia
An Liu Soochow University, China
Program Co-chairs
Detian Zhang Soochow University, China
Shiting Wen Zhejiang University (Ningbo Campus), China Chaogang Tang China University of Mining and Technology, China
Program Committee
Jianhua Li Hefei University of Technology, China
Tao Yan Jiangnan University, China
Liang Shi East China Normal University, China
Jun Wang Shanghai University, China
Fei Chen Qingdao University, China
Xianglin Wei National University of Defense Technology, China Chunsheng Zhu Southern University of Science and Technology, China
Yunjun Gao Zhejiang University, China
Jianwen Tao Zhejiang University (Ningbo Campus), China Jinqiu Yang Zhejiang University (Ningbo Campus), China Liqun Deng Huawei Central Research Institute, China
Yang Yang Jiangsu University, China
Xuyun Zhang The University of Auckland, New Zealand
Contents
Tutorials
Knowledge Graph Data Management: Models, Methods, and Systems . . . 3 Xin Wang and Weixue Chen
Local Differential Privacy: Tools, Challenges, and Opportunities. . . 13 Qingqing Ye and Haibo Hu
Intelligent Knowledge Lakes: The Age of Artificial Intelligence
and Big Data . . . 24 Amin Beheshti, Boualem Benatallah, Quan Z. Sheng,
and Francesco Schiliro
Demos
Tourism Analysis on Graphs with Neo4Tourism . . . 37 Gaël Chareyron, Ugo Quelhas, and Nicolas Travers
Personalised Drug Prescription for Dental Clinics Using
Word Embedding . . . 45 Wee Pheng Goh, Xiaohui Tao, Ji Zhang, Jianming Yong, XueLing Oh,
and Elizabeth Zhixin Goh
NRGQP: A Graph-Based Query Platform for Network Reachability . . . 55 Wenjie Li, Peng Peng, Zheng Qin, and Lei Zou
ReInCre: Enhancing Collaborative Filtering Recommendations
by Incorporating User Rating Credibility . . . 64 Naime Ranjbar Kermany, Weiliang Zhao, Jian Yang, and Jia Wu
SLINDþ: Stable LINk Detection . . . 73 Ji Zhang, Leonard Tan, Xiaohui Tao, Hongzhou Li, Fulong Chen,
and Yonglong Luo
The International Workshop on Web Information Systems in the Era of AI
Efficient Privacy-Preserving Skyline Queries over Outsourced Cloud . . . 83 Lu Li, Xufeng Jiang, Fei Zhu, and An Liu
Leveraging Pattern Mining Techniques for Efficient Keyword Search
on Data Graphs. . . 98 Xinge Lu, Dimitri Theodoratos, and Aggeliki Dimitriou
Range Nearest Neighbor Query with the Direction Constraint . . . 115 Xue Miao, Xi Guo, Xiaochun Yang, Zhaoshun Wang, and Peng Lv
Cloud Service Access Frequency Estimation Based on a Stream
Filtering Method . . . 132 Shiting Wen, Jinqiu Yang, Chaoyan Zhu, and Genlang Chen
Influence Maximization Based on Community Closeness
in Social Networks . . . 142 Qingqing Wu, Lihua Zhou, and Yaqun Huang
Can Reinforcement Learning Enhance Social Capital? . . . 157 He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Bo Yan, and Hong Zheng
A Novel Event Detection Model Based on Graph Convolutional Network . . . 172 Pengpeng Zhou, Baoli Zhang, Bin Wu, Yao Luo, Nianwen Ning,
and Jiaying Gong
Correction to: Influence Maximization Based on Community Closeness
in Social Networks . . . C1 Qingqing Wu, Lihua Zhou, and Yaqun Huang
Author Index . . . 185