Conference Proceedings
Springer LNCS 12342: Download the proceedings Part I and Part II here.
October 20, 2020 (Tuesday)
Time and Place | Zoom Conference Room 1 (Meeting ID: 957 4819 3442) | Zoom Conference Room 2 (Meeting ID: 98918011011) |
9:00-9:10 | Opening Ceremony
Chair: Yanchun Zhang | (No activity in Meeting Room 2) |
9:00-9:05 | Welcome Speech
Speaker: Frank van Harmelen | |
9:05-9:10 | WISE2020 PC Report
Speaker: Hua Wang | |
9:10-10:00 | Keynote 1: Semantics and Reasoning in the Big Data Era | |
| Speaker: Grigoris Antoniou (University of Huddersfield, UK)
Chair: Frank van Harmelen | (No activity in Meeting Room 2) |
10:00-11:45 | Session 1. Knowledge Graph and Entity Linking (Chair: Wouter Beek) | Session 2. Spatial and Temporal Data Analysis (Chair: Hua Wang) |
10:00-10:20 | Encoding Knowledge Graph Entity Aliases in Attentive Neural Networks for Wikidata Entity Linking | Indicators for Measuring Tourist Mobility |
| Isaiah Onando Mulang’, Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann, and SÖren Auer
| Djebali Sonia, Nicolas Loas and Nicolas Travers |
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10:20-10:40 | TransMVG: Knowledge Graph Embedding based on Multiple-Valued Gates | Modeling Local and Global Flow Aggregation for Traffic Flow Forecasting |
| Xiaobo Guo, Neng Gao, Jun Yuan, Xin Wang, Lei Wang and Di Kang | Yuan Qu, Yanmin Zhu, Tianzi Zang, Yanan Xu and Jiadi Yu |
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10:40-11:00 | Knowledge-Infused Pre-Trained Models for KG Completion | NSA-Net: A NetFlow Sequence Attention Network for VPN Detection |
| Han Yu, Rong Jiang, Bin Zhou and Aiping Li | Peipei Fu, Chang Liu, Qingya Yang, Zhenzhen Li, Zhen Li, Gaopeng Gou and Gang Xiong |
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11:00-11:15 | MULCE: Multi-Level Canonicalization with Embeddings of Open Knowledge Bases | Spatial and Temporal Pricing Approach for Tasks in Spatial Crowdsourcing |
| Tien-Hsuan Wu, Ben Kao, Zhiyong Wu, Xiyang Feng, Qianli Song and Cheng Chen | Jing Qian and An Liu |
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11:15-11:30 | ADKT: Adaptive Deep Knowledge Tracing | Accurate Indoor Positioning Prediction Using The LSTM and Grey Model |
| Liangliang He, Jintao Tang, Xiao Li and Ting Wang | Xuqi Fang, Fengyuan Lu, Xuxin Chen and Xinli Huang |
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11:30-11:45 | Improving Entity Linking with Graph Networks | Bus Travel Time Prediction Based on Deep Spatio-Temporal Model |
| Ziheng Deng, Zhixu Li and Qiang Yang | Kaixin Zhang, Yongxuan Lai, Liying Jiang and Fan Yang |
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11:45-12:00 | | TraSP: A General Framework for Online Trajectory Similarity Processing |
| | Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Zhixu Li and An Liu |
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12:00-12:45 | Lunch | |
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12:45-14:50 | Session 3. Social Network (Chair: Rui Zhou) | Session 4. Information Extraction (Chair: Zhisheng Huang) |
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12:45-13:05 | User Profile Linkage across Multiple Social Platforms | TaskGenie: Crowd-powered Generation of Struggling Search Tasks |
| Manman Wang, Wei Chen, Jiajie Xu, Pengpeng Zhao and Lei Zhao | Luyan Xu, Xuan Zhou and Ujwal Gadiraju |
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13:05-13:25 | Modeling Implicit Communities from Geo-tagged Event Traces using Spatio-Temporal Point Processes | Towards Efficient Retrieval of Top-$k$ Entities in Systems of Engagement |
| Ankita Likhyani, Vinayak Gupta, Srijith Pk, Deepak P and Srikanta Bedathur | Anirban Mondal, Nilesh Padhariya and Mukesh Mohania |
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13:25-13:45 | Nonnegative Residual Matrix Factorization for Community Detection | A Compare-Aggregate Model with External Knowledge for Query-focused Summarization |
| Yulong Pei, Cong Liu, Chuanyang Zheng and Long Cheng | Jing Ya, Tingwen Liu and Li Guo |
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13:45-14:05 | Budgeted Influence Maximization with Tags in Social Networks | An Active Learning Based Hybrid Neural Network for Joint Information Extraction |
| Suman Banerjee, Bithika Pal and Mamata Jenamani | Yan Zhuang, Guoliang Li, Wanguo Xue and Fu Zhu |
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14:05-14:20 | Detecting Social Spammers in Sina Weibo Using Extreme Deep Factorization Machine | Search Engine Similarity Analysis: A Combined Content and Rankings Approach |
| Yuhao Wu, Yuzhou Fang, Shuaikang Shang, Lai Wei, Jing Jin and Haizhou Wang | Thodoris Sotiropoulos, Konstantina Dritsa, Haris Skarpetis and Panos Louridas |
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14:20-14:35 | Clustering Hashtags Using Temporal Patterns | ABLA: an algorithm for repairing structure-based locators through attribute annotations |
| Borui Cai, Guangyan Huang, Shuiqiao Yang, Yong Xiang and Chi-Hung Chi | Inigo Aldalur, Felix Larrinaga and Alain Perez |
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14:35-14:50 | | Evaluating Similarity Measures for Dataset Search |
| | Xu Wang, Zhisheng Huang and Frank Van Harmelen |
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14:50-15:00 | Break | Break |
| Session 5. Security and Privacy (Chair: Aiping Li) | Session 6. Service Computing and Cloud Computing (Chair: Haiyuan Wang) |
15:00-15:20 | Channel Correlation Based Robust Audio Watermarking Mechanism For Stereo Signals |
A Novel Repair-Based Multi-Objective Algorithm for QoS-Constrained Distributed Data-Intensive Web Service Composition |
| Tianrui Zong, Yong Xiang, Iynkaran Natgunanathan, Longxiang Gao and Wanlei Zhou | Soheila Sadeghiram, Hui Ma and Gang Chen |
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15:20-15:40 | Distributed Differential Evolution for Anonymity-Driven Vertical Fragmentation in Outsourcing Data Storage | Designing Context-based Services for Resilient Cyber Physical Production Systems |
| Yong-Feng Ge, Jinli Cao and Hua Wang | Ada Bagozi, Devis Bianchini and Valeria De Antonellis |
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15:40-16:00 | SVD-Based Robust Audio Fingerprinting System for Cross-platform Copyright Protection | Subjective Metrics-based Cloud Market Performance Prediction |
| Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao and Gleb Beliakov | Ahmed Alharbi and Hai Dong |
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16:00-16:20 | Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer | Heuristics based Mosaic of Social-Sensor Services for Scene Reconstruction |
| Shuo Wang, Lingjuan Lyu, Tianle Chen and Shangyu Chen | Tooba Aamir, Hai Dong and Athman Bouguettaya |
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16:20-16:40 | Adaptive Online Learning for Vulnerability Exploitation Time Prediction | Fast Build Top-k Lightweight Service-based Systems |
| Jiao Yin, Mingjian Tang, Jinli Cao, Hua Wang and Mingshan You | Dandan Peng, Le Sun and Rui Zhou |
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16:40-16:55 | A Graph Data Privacy-Preserving Method based on Generative Adversarial Networks | Comparison of Text-based and Feature-based Semantic Similarity Between Android Apps |
| Aiping Li, Junbin Fang, Qianyue Jiang and Bin Zhou | Md Kafil Uddin, Qiang He, Caslon Chua and Jun Han |
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16:55-17:10 | | Towards Web-scale Energy-efficient Hybrid SDNs: Deployment Optimization and Fine-grained Link State Management |
| | Yufei Liu, Shang Cheng and Xinli Huang |
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17:10-17:25 | | Attention-based High-order Feature Interactions to Enhance the Recommender System for Web-based Knowledge-Sharing Service |
| | Jiayin Lin, Geng Sun, Jun Shen, Tingru Cui, David Pritchard, Dongming Xu, Li Li, Wei Wei, Ghassan Beydoun and Shiping Chen |
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October 21, 2020 (Wednesday)
| Zoom Conference Room 1 (Meeting ID: 986 7596 2872) | Teleconference Zoom Room 2 (Meeting ID: 943 5736 7562) |
| October 21, 2020 (Wednesday) | October 21, 2020 (Wednesday) |
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9:00-10:00 | Keynote 2: Human-centric App and Web Engineering | |
| Speaker: John Grundy (Monash University) Chair: Yanchun Zhang | (No activity in Meeting Room 2) |
| Session 7. Recommender Systems (Chair: Xueli Pan) | Session 8. Database System and Workflow (Chair: Jiangang Ma) | | | |
10:00-10:20 | Double-Wing Mixture of Experts for Streaming Recommendations | A Slice-Based Method to Speed Up Join View Maintenance for Transactions |
| Yan Zhao, Shoujin Wang, Yan Wang, Hongwei Liu and Weizhe Zhang | Huichao Duan, Huiqi Hu and Aoying Zhou |
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10:20-10:40 | Modelling Local and Global Dependencies for Next-item Recommendations | LogRank+: A Novel Approach to Support Business Process Event Log Sampling |
| Nan Wang, Shoujin Wang, Yan Wang, Michael Sheng and Mehmet Orgun | Cong Liu, Yulong Pei, Qingtian Zeng, Hua Duan and Feng Zhang |
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10:40-11:00 | Why-Not Questions & Explanations for Collaborative Filtering | A Provenance Model for Scientific Workflows | |
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| Maria Stratigi, Katerina Tzompanaki and Kostas Stefanidis | Anila Butt |
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11:00-11:20 | Learning from Multiple Graphs of User and Book Interactions for Campus Book Recommendation | A Chunk-Based Hash Table Caching Method for In-Memory Hash Joins |
| Qiaomei Zhang, Yanmin Zhu, Tianzi Zang and Jiadi Yu | Xing Wei, Huiqi Hu, Xuan Zhou and Aoying Zhou |
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11:20-11:35 | A clustering-based collaborative filtering recommendation algorithm via deep learning user side information | An Asynchronous View Maintenance Approach Based on IO Sharing |
| Chonghao Zhao, Yiqiu Fang, Xiaoyu Shi and Mingsheng Shang | Huichao Duan, Huiqi Hu and Aoying Zhou |
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11:35-11:50 | Path-Based Academic Paper Recommendation | AQapprox: Aggregation Queries Approximation with Distribution-aware Online Sampling |
| Shengjun Hua, Wei Chen, Zhixu Li, Pengpeng Zhao and Lei Zhao | Han Wu, Xiaoling Wang and Xingjian Lu |
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11:50-12:45 | Lunch | Lunch |
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| Session 9. Text Mining (Chair: Xiaohui Tao) | Session 10. Data Mining and Applications (Chair: Siuly Siuly) |
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12:45-13:05 | A Densely Connected Encoder Stack Approach for Multi-type Legal Machine Reading Comprehension | Fair Outlier Detection |
| Peiran Nai, Lin Li and Xiaohui Tao | Deepak P and Savitha Sam Abraham |
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13:05-13:25 | Topic Analysis by Exploring Headline Information | Fine-grained Multi-label Sexism Classification using Semi-supervised Learning |
| Rong Yan and Guanglai Gao | Harika Abburi, Pulkit Parikh, Niyati Chhaya and Vasudeva Varma |
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13:25-13:45 | A Text Mining Approach to Extract and Rank Insights | Dealing With Ratio Metrics in A/B Testing at the Presence of Intra-User Correlation and Segments |
| Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci and Laura Portell | Keyu Nie, Yinfei Kong, Ted Tao Yuan and Pauline Berry Burke |
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13:45-14:05 | Automatic Complex Word Identification Using Implicit Feedback from User Copy Operations | UAVFog-assisted Data-driven Disaster Response: Architecture, Use Case, and Challenges |
| Ilan Kirsh | Xianglin Wei, Li Li, Chaogang Tang and Suresh Subramaniam |
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14:05-14:20 | Automatic action extraction for short text conversation using unsupervised learning | A new effective and efficient measure for outlying aspect mining |
| Senthil Ganesan Yuvaraj, Shayan Zamanirad, Boualem Benatallah, and Carlos Rodriguez | Durgesh Samariya, Sunil Aryal, Kai Ming Ting and Jiangang Ma |
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14:20-14:30 | Break | Break |
| Session 11. Network Embedding (Chair: Zhisheng Huang) | |
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14:30-14:45 | ROLNE: IMPROVING THE QUALITY OF NETWORK EMBEDDING WITH STRUCTURAL ROLE PROXIMITY | Time Series Data Cleaning Based on Dynamic Speed Constraints |
| Liang Qi, Luo Dan, Ma Lu, Zhang Peng, Zhou Meilin and Wang Bin | Guohui Ding, Chenyang Li, Ru Wei, Shasha Sun, Zhaoyu Liu and Chunlong Fan |
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14:45-15:00 | A Graph Embedding Based Real-time Social Activity Matching Model for EBSNs Recommendation | Predicting MOOCs Dropout with A Deep Model |
| Gang Wu, Xueyu Li, Kaiqian Cui, Zhiyong Chen and Li Xia | Fan Wu, Juntao Zhang, Yuling Shi, Xiandi Yang, Wei Song and Zhiyong Peng |
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15:00-15:15 | Higher-Order Graph Convolutional Embedding for Temporal Networks | RFRSF: Employee Turnover Prediction based on Random Forests and Survival Analysis |
| Xian Mo, Jun Pang and Zhiming Liu | Ziwei Jin, Jiaxing Shang, Qianwen Zhu, Dajiang Liu, Chen Ling, Wu Xie and Baohua Qiang |
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15:15-15:30 | Weighted Meta-Path Embedding Learning for Heterogeneous Information Networks | A Deep Sequence-to-Sequence Method for Aircraft Landing Speed Prediction based on QAR Data |
| Zhang Yongjun | Zongwei Kang, Jiaxing Shang, Yong Feng, Linjiang Zheng, Dajiang Liu and Baohua Qiang |
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15:30-15:45 | Competitor Mining from Web Encyclopedia: A Graph Embedding Approach | aDFR: An Attention-based Deep Learning Model for Flight Ranking |
| Xin Hong, Peiquan Jin and Shouhong Wan | Yuan Yi and Jian Cao |
| Session 12. Graph Query (Chair: Rui Zhou ) | |
15:45-16:00 | Fast Algorithm for Distance Dynamics-based Community Detection | Risk Monitoring Services of Discharged SARS-CoV-2 Patients |
| Maram Saad M Alsahafy and Lijun Chang | Ada Bagozi, Devis Bianchini, Valeria De Antonellis and Massimiliano Garda |
| | Session 13. Graph Neural Network (Chair: Xu Wang) |
16:00-16:20 | A hybrid index for exact shortest distance queries | Fine-grained Semantics-aware Heterogeneous Graph Neural Networks |
| Junhu Wang, Shikha Anirban, Toshiyuki Amagasa, Hiroaki Shiokawa, Zhiguo Gong and Md Saiful Islam | Yubin Wang, Zhenyu Zhang, Tingwen Liu, Hongbo Xu, Jingjing Wang and Li Guo |
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16:20-16:35 | Leveraging Double Simulation to Efficiently Evaluate Hybrid Patterns on Data Graphs | DynGCN: A Dynamic Graph Convolutional Network Based on Spatial-Temporal Modeling |
| Xiaoying Wu, Dimitri Theodoratos, Dimitrios Skoutas and Michael Lan | Jing Li, Yu Liu and Lei Zou |
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16:35-16:55 | DySky: Dynamic Skyline Queries on Uncertain Graphs | NeuLP: An End-to-end Deep-learning Model for Link Prediction |
| Suman Banerjee, Bithika Pal and Mamata Jenamani | Zhiqiang Zhong, Yang Zhang and Jun Pang |
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16:55-17:15 | | PLSGAN: a Power-Law-modified Sequential Generative Adversarial Network for Graph Generation |
| | Qijie Bai, Yanting Yin, Yining Lian, Haiwei Zhang and Xiaojie Yuan |
17:15-17:30 | (No activity in Meeting Room 1) | Closing Session Chair: Yanchun Zhang Best Paper Award Best Student Paper Award |
Note:
The time in the program means Amsterdam Local Time. Namely, 9:00 Amsterdam Time = 15:00 Beijing Time = 17:00 Sydney Time
We are going to inform you of the Zoom conference room number and the password by email if you have the registration. If you have not yet received the email from us after October 15, 2020, please contact info@ztonebv.com to get the password.
You have to enter Zoom Teleconference room with your name like this "FirstnameLastName+WISE2020+PaperNumber", otherwise you may be rejected by the meeting manager.
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