Lecture Notes in Computer Science 11233
Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zurich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology Madras, Chennai, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7409 Hakim Hacid • Wojciech Cellary Hua Wang • Hye-Young Paik Rui Zhou (Eds.)
Web Information Systems Engineering – WISE 2018 19th International Conference Dubai, United Arab Emirates, November 12–15, 2018 Proceedings, Part I
123 Editors Hakim Hacid Hye-Young Paik Zayed University University of New South Wales Dubai, United Arab Emirates Sydney, NSW, Australia Wojciech Cellary Rui Zhou Poznan University of Economics Swinburne University of Technology Poznan, Poland Hawthorn, VIC, Australia Hua Wang University of Victoria Footscray, VIC, Australia
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Computer Science ISBN 978-3-030-02921-0 ISBN 978-3-030-02922-7 (eBook) https://doi.org/10.1007/978-3-030-02922-7
Library of Congress Control Number: 2018958517
LNCS Sublibrary: SL3 – Information Systems and Applications, incl. Internet/Web, and HCI
© Springer Nature Switzerland AG 2018 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, express 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.
This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland Preface
Welcome to the proceedings of the 19th International Conference on Web Information Systems Engineering (WISE 2018), held in Dubai, UAE, during November 12–15, 2018. 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. The first WISE event took place in Hong Kong, SAR 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, SAR China (2010); Sydney, Australia (2011); Paphos, Cyprus (2012); Nanjing, China (2013); Thessaloniki, Greece (2014); Miami, USA (2015); Shanghai, China (2016); Puschino, Russia (2017); and this year, WISE 2018 was held in Dubai, UAE, supported by Zayed University. A total of 209 research papers were submitted to the conference for consideration, and each paper was reviewed by at least three reviewers. Finally, 48 submissions were selected as regular papers (with an acceptance rate of 23% approximately), plus 21 as short papers. The research papers cover the areas of blockchain, security and privacy, social networks, microblog data analysis, graph data, information extraction, text mining, recommender systems, medical data analysis, Web services, cloud computing, data stream, distributed computing, data mining techniques, entity linkage and semantics, Web applications, and data mining applications. In addition to regular and short papers, the WISE 2018 program also featured four workshops: (1) the 5th WISE Workshop on data quality and trust in big data (QUAT 2018); (2) International Workshop on Edge-Based Computing for Next-Generation Wireless Networks; (3) the Third International Workshop on Information Security and Privacy for Mobile Cloud Computing, Web, and Internet of Things (ISCW 2018); (4) The 1st International Workshop on Cloud Computing Economic Impacts. This year’s tutorial program included: (1) Text Mining for Social Media; (2) Towards Privacy-Preserving Identity and Access Management Systems for Web Developers; and (3) From Data Lakes to Knowledge Lakes: The Age of Big Data Analytics. We also wish to take this opportunity to thank the general co-chairs, Prof. Zakaria Maamar and Prof. Marek Rusinkiewicz; the program co-chairs, Prof. Hakim Hacid, Prof. Wojciech Cellary, and Prof. Hua Wang; the workshop co-chairs, Prof. Michael Sheng and Prof. Tetsuya Yoshida; the tutorial and panel chair, Dr. Hye-Young Helen Paik; the sponsor chair, Dr. Fatma Taher; the finance chair, Prof. Hakim Hacid; the local arrangements co-chairs, Dr. Andrew Leonce, Prof. Huwida Saeed, and Prof. Emad Bataineh; the publication chair, Dr. Rui Zhou; the publicity co-chairs, Dr. Dickson Chiu, Dr. Reda Bouadjenek, and Dr. Vanilson Burégio; the website co-chairs, Mr. Emir Ugljanin and Mr. Emerson Bautista; and the WISE Steering Committee representative, Prof. Yanchun Zhang. VI Preface
We would like to sincerely thank our keynote speakers: – Professor Athman Bouguettaya, Professor and Head of School of Information Technologies, University of Sydney, Sydney, Australia – Professor A. Min Tjoa, Institute of Information Systems Engineering TU Wien, Vienna University of Technology, Vienna, Austria – Professor Mike P. Papazoglou, Executive Director of the European Research Institute in Services Science (ERISS), University of Tilburg, Tilburg, The Netherlands In addition, 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 Zayed University, UAE, Springer Nature Switzerland AG, IBM, and the International WISE Society for supporting this conference. The WISE Orga- nizing Committee is also grateful to the workshop organizers for their great efforts to help promote Web information system research to broader domains. The local lead organizer, Prof. Hakim Hacid, would also like to thank the following colleagues for their support and dedication at different levels in the preparation of WISE 2018 (alphabetical order): Ahmed Alblooshi, Ahmad Al Rjoub, Alia Sulaiman, Amina El Gharroubi, Ayesha Alsuwaidi, Fatima AlMutawa, Hind AlDosari, Jarita Sebastian, Jimson Lee, Osama Nasr, Rosania Braganza, Sudeep Kumar, Zenelabdeen Alsadig, Gemma Ornedo. We expect that the ideas that have emerged in WISE 2018 will result in the development of further innovations for the benefit of scientific, industrial, and social communities.
November 2018 Hakim Hacid Wojciech Cellary Hua Wang Hye-Young Paik Rui Zhou Organization
General Co-chairs
Zakaria Maamar Zayed University, UAE Marek Rusinkiewicz Florida Gulf Coast University, USA
Program Co-chairs
Hakim Hacid Zayed University, UAE Wojciech Cellary Poznań University of Economics and Business, Poland Hua Wang Victoria University, Australia
Workshop Co-chairs
Michael Sheng Macquarie University, Australia Tetsuya Yoshida Nara Women’s University, Japan
Tutorial and Panel Chair
Hye-Young Helen Paik University of New South Wales, Australia
Sponsor Chair
Fatma Taher Zayed University, UAE
Finance Chair
Hakim Hacid Zayed University, UAE
Local Arrangements Co-chairs
Andrew Leonce Zayed University, UAE Huwida Saeed Zayed University, UAE Emad Bataineh Zayed University, UAE
Publication Chair
Rui Zhou Swinburne University of Technology, Australia VIII Organization
Publicity Co-chairs
Dickson Chiu The University of Hong Kong, SAR China Reda Bouadjenek University of Toronto, Canada Vanilson Burégio Federal Rural University of Pernambuco (UFRPE), Recife, Brazil
Website Co-chairs
Emir Ugljanin State University of Novi Pazar, Serbia Emerson Bautista Zayed University, UAE
WISE Steering Committee Representative
Yanchun Zhang Victoria University, Australia and Fudan University, China
Program Committee
Karl Aberer EPFL, Switzerland Marco Aiello University of Stuttgart, Germany Mohammed Eunus Ali Bangladesh University of Engineering and Technology (BUET), Bangladesh Toshiyuki Amagasa University of Tsukuba, Japan Boualem Benatallah University of New South Wales, Australia Djamal Benslimane Lyon 1 University, France Mohamed Reda The University of Melbourne, Australia Bouadjenek Athman Bouguettaya The University of Sydney, Australia Vanilson Burégio UFRPE, Brazil Yi Cai South China University of Technology, China Bin Cao Zhejiang University of Technology, China Xin Cao University of New South Wales, Australia Jinli Cao Latrobe University, Australia Barbara Catania University of Genoa, Italy Richard Chbeir University of Pau, France Cindy Chen University of Massachusetts Lowell, USA Lisi Chen Hong Kong Baptist University, SAR China Lu Chen Zhejiang University, China Jacek Chmielewski Poznań University of Economics and Business, Poland Ting Deng Beihang University, China Hai Dong RMIT University, Australia Schahram Dustar Vienna University of Technology, Austria Nora Faci Lyon 1 University, France Yunjun Gao Zhejiang University, China Dimitrios Swinburne University of Technology, Australia Georgakopoulos Organization IX
Thanaa Ghanem Metropolitan State University, USA Azadeh Ghari Neiat The University of Sydney, Australia Claude Godart Université de Lorraine, France Daniela Grigori Université Paris Dauphine, France Viswanath Gunturi IIT Ropar, India Armin Haller Australian National University, Australia Tanzima Hashem Bangladesh University of Engineering and Technology, Bangladesh Md Rafiul Hassan King Fahd University of Petroleum and Minerals, Saudi Arabia Yuh-Jong Hu National Chengchi University, Taiwan Hao Huang Wuhan University, China Adam Jatowt Kyoto University, Japan Dawei Jiang Zhejiang University, China Lili Jiang Umeå University, Sweden Wei Jiang Missouri University of Science and Technology, USA Peiquan Jin University of Science and Technology of China, China Eleana Kafeza Athens University of Economics and Business, Greece Georgios Kambourakis University of the Aegean, Greece Hui Li Xidian University, China Jiuyong Li University of South Australia, Australia Xiang Lian Kent State University, USA Dan Lin Missouri University of Science and Technology, USA Sebastian Link The University of Auckland, New Zealand Qing Liu Zhejiang University, China Cheng Long Queen’s University Belfast, UK Wei Lu Renmin University of China, China Hui Ma Victoria University of Wellington, Australia Murali Mani University of Michigan, USA Jinghan Meng University of South Florida, USA Xiaoye Miao Zhejiang University, China Paolo Missier Newcastle University, UK Sajib Mistry The University of Sydney, Australia Natwar Modani Adobe Research, India Mikolaj Morzy Poznań University of Technology, Poland Wilfred Ng Hong Kong University of Science and Technology, SAR China Kjetil Nørvåg Norwegian University of Science and Technology, Norway Mitsunori Ogihara University of Miami, USA Min Peng Wuhan University, China Francesco Piccialli University of Naples Federico II, Italy Olivier Pivert ENSSAT, France Tieyun Qian Wuhan University, China Lie Qu The University of Sydney, Australia Qiang Qu Shenzhen Institutes of Advanced Technology, China X Organization
Jarogniew Rykowski Poznań University of Economics and Business, Poland Mohamed Sellami ISEP Paris, France Shuo Shang King Abdullah University of Science and Technology, KSA Wei Shen Nankai Univcersity, China Yanyan Shen Shanghai Jiao Tong University, China Yulong Shen Xidian University, China Abdullatif Shikfa Qatar University, Qatar Yain-Whar Si University of Macau, SAR China Shaoxu Song Tsinghua University, China Weiwei Sun Fudan University, China Reima Vesa Suomi University of Turku, Finland Stefan Tai TU Berlin, Germany Xiaohui Tao The University of Southern Queensland, Australia Dimitri Theodoratos New Jersey Institute of Technology, USA Yicheng Tu University of South Florida, USA Leong Hou U University of Macau, SAR China Athena Vakali Aristotle University of Thessaloniki, Greece De Wang Georgia Institute of Technology, USA Junhu Wang Griffith University, Australia Lizhen Wang Yunnan University, China Xin Wang Tianjin University, China Adam Wójtowicz Poznań University of Economics and Business, Poland Mingjun Xiao University of Science and Technology of China, China Haoran Xie The Education University of Hong Kong, SAR China Hayato Yamana Waseda University, Japan Yanfang Ye West Virginia University, USA Xun Yi RMIT University, Australia Hongzhi Yin The University of Queensland, Australia Jianming Yong University of Southern Queensland, Australia Tetsuya Yoshida Nara Women’s University, Japan Ge Yu Northeastern University, China Jeffrey Xu Yu Chinese University of Hong Kong, SAR China Chao Zhang University of Illinois at Urbana-Champaign, USA Detian Zhang Jiangnan University, China Ji Zhang The University of Southern Queensland, Australia Xiangliang Zhang King Abdullah University of Science and Technology, KSA Yanchun Zhang Victoria University, Australia Lei Zhao Soochow University, China Xiangmin Zhou RMIT University, Australia Xingquan Zhu Florida Atlantic University, USA Organization XI
Additional Reviewers
Abdallah Lakhdari Lili Sun Ali Hamdi Fergani Ali Luis Sanchez Giraldo Anastasia Douma Marios Anagnostopoulos Andrei Kelarev Masoud Salehpour Anila Butt Md Saddam Hossain Mukta Balaji Vasan Srinivasan Md Saiful Islam Bing Huang Md Zahidul Islam Brian Setz Mohammed Bahutair Bulat Nasrulin Panayiotis Smeros Ch. Md. Rakin Haider Qinyong Wang Chen Zhan Saisai Ma Demetris Paschalides Sha Lu Di Yao Shahriar Badsha Dimitrios Papamartzivanos Shi Zhi Dinesh Pandey Shiv Kumar Saini Elio Mansour Siuly Siuly Fan Liu Sunav Choudhary Filippos Giannakas Sven Hartmann Gang Chen Tam Nguyen Gang Ren Thang Duong Hao Wu Tugrulcan Elmas Hongxu Chen Weiqing Wang Ildar Nurgaliev Weiyi Huang Jeff Ansah Xinghao Li Jeffery Ansah Xu Yang Joe Tekli Xuechao Yang Karam Bou Chaaya Yingnan Shi Le Sun Zacharias Georgiou Liandeng Su Contents – Part I
Blockchain
Inter-organizational Business Processes Managed by Blockchain ...... 3 Hiroaki Nakamura, Kohtaroh Miyamoto, and Michiharu Kudo
Decentralized Voting: A Self-tallying Voting System Using a Smart Contract on the Ethereum Blockchain ...... 18 Xuechao Yang, Xun Yi, Surya Nepal, and Fengling Han
Enabling Blockchain for Efficient Spatio-Temporal Query Processing ...... 36 Ildar Nurgaliev, Muhammad Muzammal, and Qiang Qu
A Robust Spatio-Temporal Verification Protocol for Blockchain ...... 52 Bulat Nasrulin, Muhammad Muzammal, and Qiang Qu
Towards an End-to-End IoT Data Privacy-Preserving Framework Using Blockchain Technology ...... 68 Faiza Loukil, Chirine Ghedira-Guegan, Khouloud Boukadi, and Aïcha Nabila Benharkat
Security i2kit: A Deployment Tool with the Simplicity of Containers and the Security of Virtual Machines...... 81 Pablo Chico de Guzmán, Felipe Gorostiaga, and César Sánchez
Gradient Correlation: Are Ensemble Classifiers More Robust Against Evasion Attacks in Practical Settings? ...... 96 Fuyong Zhang, Yi Wang, and Hua Wang
An Improved Lightweight RFID Authentication Protocol for Internet of Things ...... 111 Xu Yang, Xun Yi, Yali Zeng, Ibrahim Khalil, Xinyi Huang, and Surya Nepal
Dynamic Transitions of States for Context-Sensitive Access Control Decision...... 127 A. S. M. Kayes, Wenny Rahayu, Tharam Dillon, Syed Mahbub, Eric Pardede, and Elizabeth Chang XIV Contents – Part I
Social Network and Security
CoRank: A Coupled Dual Networks Approach to Trust Evaluation on Twitter ...... 145 Peiyao Li, Weiliang Zhao, and Jian Yang
Social Context-Aware Trust Prediction: Methods for Identifying Fake News ...... 161 Seyed Mohssen Ghafari, Shahpar Yakhchi, Amin Beheshti, and Mehmet Orgun
Privacy Preserving Social Network Against Dopv Attacks ...... 178 Yumeng Fu, Wei Wang, Hao Fu, Wu Yang, and Dan Yin
A Hybrid Approach for Detecting Spammers in Online Social Networks . . . . 189 Bandar Alghamdi, Yue Xu, and Jason Watson
DUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection...... 199 Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng, and Hao Huang
Social Network
Extracting Representative User Subset of Social Networks Towards User Characteristics and Topological Features ...... 213 Yiming Zhou, Yuehui Han, An Liu, Zhixu Li, Hongzhi Yin, and Lei Zhao
Group Identity Matching Across Heterogeneous Social Networks ...... 230 Hongchao Qin, Ye Yuan, Feida Zhu, and Guoren Wang
NANE: Attributed Network Embedding with Local and Global Information ...... 247 Jingjie Mo, Neng Gao, Yujing Zhou, Yang Pei, and Jiong Wang
Topical Authority-Sensitive Influence Maximization ...... 262 Xiaoqing Xiong, Ruixuan Li, Yuhua Li, Xiwu Gu, and Tianan Liang
Microblog Data Analysis
SensorTree: Bursty Propagation Trees as Sensors for Protest Event Detection...... 281 Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, and Jiuyong Li
Claim Retrieval in Twitter ...... 297 Wenjia Ma, Wenhan Chao, Zhunchen Luo, and Xin Jiang Contents – Part I XV
PUB: Product Recommendation with Users’ Buying Intents on Microblogs ...... 308 Xiaoxuan Ren, Tianshu Lyu, and Yan Zhang
Learning Concept Hierarchy from Short Texts Using Context Coherence . . . . 319 Abdulqader Almars, Xue Li, Ibrahim A. Ibrahim, and Xin Zhao
Graph Data
Eliminating Temporal Conflicts in Uncertain Temporal Knowledge Graphs ...... 333 Lingjiao Lu, Junhua Fang, Pengpeng Zhao, Jiajie Xu, Hongzhi Yin, and Lei Zhao
Renovating Watts and Strogatz Random Graph Generation by a Sequential Approach ...... 348 Sadegh Nobari, Qiang Qu, Muhammad Muzammal, and Qingshan Jiang
Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based? ...... 364 Zan Zhang, Jiuyong Li, Hao Wang, Lin Liu, and Jixue Liu
Diversified and Verbalized Result Summarization for Semantic Association Search ...... 381 Yu Gu, Yue Liang, Gong Cheng, Daxin Liu, Ruidi Wei, and Yuzhong Qu
Information Extraction
Main Content Extraction from Heterogeneous Webpages ...... 393 Julian Alarte, David Insa, Josep Silva, and Salvador Tamarit
Bootstrapped Multi-level Distant Supervision for Relation Extraction...... 408 Ying He, Zhixu Li, Guanfeng Liu, Fangfei Cao, Zhigang Chen, Ke Wang, and Jie Ma
On the Discovery of Continuous Truth: A Semi-supervised Approach with Partial Ground Truths...... 424 Yi Yang, Quan Bai, and Qing Liu
Web Page Template and Data Separation for Better Maintainability...... 439 Chenxu Zhao, Rui Zhang, and Jianzhong Qi
Text Mining
Combining Contextual Information by Self-attention Mechanism in Convolutional Neural Networks for Text Classification ...... 453 Xin Wu, Yi Cai, Qing Li, Jingyun Xu, and Ho-fung Leung XVI Contents – Part I
Cpriori: An Index-Based Framework to Extract the Generalized Center Strings...... 468 Shuhan Zhang, Shengluan Hou, and Chaoqun Fei
Topic-Net Conversation Model ...... 483 Min Peng, Dian Chen, Qianqian Xie, Yanchun Zhang, Hua Wang, Gang Hu, Wang Gao, and Yihan Zhang
A Hybrid Model Reuse Training Approach for Multilingual OCR...... 497 Zhongwei Xie, Lin Li, Xian Zhong, Luo Zhong, Qing Xie, and Jianwen Xiang
Author Index ...... 513 Contents – Part II
Recommender Systems
SARFM: A Sentiment-Aware Review Feature Mapping Approach for Cross-Domain Recommendation ...... 3 Yang Xu, Zhaohui Peng, Yupeng Hu, and Xiaoguang Hong
Integrating Collaborative Filtering and Association Rule Mining for Market Basket Recommendation ...... 19 Feiran Wang, Yiping Wen, Jinjun Chen, and Buqing Cao
Unified User and Item Representation Learning for Joint Recommendation in Social Network ...... 35 Jiali Yang, Zhixu Li, Hongzhi Yin, Pengpeng Zhao, An Liu, Zhigang Chen, and Lei Zhao
Geographical Proximity Boosted Recommendation Algorithms for Real Estate ...... 51 Yonghong Yu, Can Wang, Li Zhang, Rong Gao, and Hua Wang
Cross-domain Recommendation with Consistent Knowledge Transfer by Subspace Alignment...... 67 Qian Zhang, Jie Lu, Dianshuang Wu, and Guangquan Zhang
Medical Data Analysis
D-ECG: A Dynamic Framework for Cardiac Arrhythmia Detection from IoT-Based ECGs...... 85 Jinyuan He, Jia Rong, Le Sun, Hua Wang, Yanchun Zhang, and Jiangang Ma
Jointly Predicting Affective and Mental Health Scores Using Deep Neural Networks of Visual Cues on the Web ...... 100 Hung Nguyen, Van Nguyen, Thin Nguyen, Mark E. Larsen, Bridianne O’Dea, Duc Thanh Nguyen, Trung Le, Dinh Phung, Svetha Venkatesh, and Helen Christensen
Preserving Data Privacy and Security in Australian My Health Record System: A Quality Health Care Implication ...... 111 Pasupathy Vimalachandran, Yanchun Zhang, Jinli Cao, Lili Sun, and Jianming Yong XVIII Contents – Part II
A Framework for Processing Cumulative Frequency Queries over Medical Data Streams ...... 121 Ahmed Al-Shammari, Rui Zhou, Chengfei Liu, Mehdi Naseriparsa, and Bao Quoc Vo
Web Services and Cloud Computing
Knowledge-Driven Automated Web Service Composition—An EDA-Based Approach ...... 135 Chen Wang, Hui Ma, Aaron Chen, and Sven Hartmann
A CP-Net Based Qualitative Composition Approach for an IaaS Provider . . . 151 Sheik Mohammad Mostakim Fattah, Athman Bouguettaya, and Sajib Mistry
LIFE-MP: Online Virtual Machine Consolidation with Multiple Resource Usages in Cloud Environments ...... 167 Deafallah Alsadie, Zahir Tari, Eidah J. Alzahrani, and Ahmed Alshammari
Stance and Credibility Based Trust in Social-Sensor Cloud Services ...... 178 Tooba Aamir, Hai Dong, and Athman Bouguettaya
Data Stream and Distributed Computing
StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality ...... 193 Yonghong Luo, Ying Zhang, Xiaoke Ding, Xiangrui Cai, Chunyao Song, and Xiaojie Yuan
Classification and Annotation of Open Internet of Things Datastreams...... 209 Federico Montori, Kewen Liao, Prem Prakash Jayaraman, Luciano Bononi, Timos Sellis, and Dimitrios Georgakopoulos
Efficient Auto-Increment Keys Generation for Distributed Log-Structured Storage Systems ...... 225 Jianwei Huang, Jinwei Guo, Zhao Zhang, Weining Qian, and Aoying Zhou
A Parallel Joinless Algorithm for Co-location Pattern Mining Based on Group-Dependent Shard...... 240 Peizhong Yang, Lizhen Wang, Xiaoxuan Wang, and Yuan Fang Contents – Part II XIX
Data Mining Techniques
Improving Maximum Classifier Discrepancy by Considering Joint Distribution for Domain Adaptation...... 253 Zehang Lin, Zhenguo Yang, Runwei Situ, Feitao Huang, Jianming Lv, Qing Li, and Wenyin Liu
Density Biased Sampling with Locality Sensitive Hashing for Outlier Detection ...... 269 Xuyun Zhang, Mahsa Salehi, Christopher Leckie, Yun Luo, Qiang He, Rui Zhou, and Rao Kotagiri
A Novel Technique of Using Coupled Matrix and Greedy Coordinate Descent for Multi-view Data Representation ...... 285 Khanh Luong, Thirunavukarasu Balasubramaniam, and Richi Nayak
Data-Augmented Regression with Generative Convolutional Network ...... 301 Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, and Xiang Zhang
Towards Automatic Complex Feature Engineering ...... 312 Jianyu Zhang, Françoise Fogelman-Soulié, and Christine Largeron
Entity Linkage and Semantics
Entity Linking Facing Incomplete Knowledge Base...... 325 Shaohua Zhang, Jiong Lou, Xiaojie Zhou, and Weijia Jia
User Identity Linkage with Accumulated Information from Neighbouring Anchor Links ...... 335 Xiang Li, Yijun Su, Wei Tang, Neng Gao, and Ji Xiang
Mining High-Quality Fine-Grained Type Information from Chinese Online Encyclopedias ...... 345 Maoxiang Hao, Zhixu Li, Yan Zhao, and Kai Zheng
Semantics-Enabled Personalised Urban Data Exploration ...... 361 Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, and Michele Melchiori
Web Applications
Recommendation for MOOC with Learner Neighbors and Learning Series . . . 379 Yanxia Pang, Chang Liao, Wenan Tan, Yueping Wu, and Chunyi Zhou
In-depth Exploration of Engagement Patterns in MOOCs ...... 395 Lei Shi and Alexandra I. Cristea XX Contents – Part II
Topic Evolution Models for Long-Running MOOCs ...... 410 Arti Ramesh and Lise Getoor
Neuroscientific User Models: The Source of Uncertain User Feedback and Potentials for Improving Web Personalisation ...... 422 Kevin Jasberg and Sergej Sizov
Modeling New and Old Editors’ Behaviors in Different Languages of Wikipedia ...... 438 Anita Chandra and Abyayananda Maiti
Data Mining Applications
A Novel Incremental Dictionary Learning Method for Low Bit Rate Speech Streaming ...... 457 Luyao Teng, Yingxiang Huo, Huan Song, Shaohua Teng, Hua Wang, and Yanchun Zhang
Identifying Price Index Classes for Electricity Consumers via Dynamic Gradient Boosting ...... 472 Vanh Khuyen Nguyen, Wei Emma Zhang, and Quan Z. Sheng
Big Data Exploration for Smart Manufacturing Applications...... 487 Ada Bagozi, Devis Bianchini, Valeria De Antonellis, and Alessandro Marini
Dark Web Markets: Turning the Lights on AlphaBay ...... 502 Andres Baravalle and Sin Wee Lee
Author Index ...... 515