Collaborative Computing: Networking, Applications and Worksharing: 14th EAI International Conference, CollaborateCom 2018, Shanghai, China, December 1-3, 2018, Proceedings

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Meta-Path and Matrix Factorization Based Shilling Detection for Collaborate Filtering  (Xin Zhang, Hong Xiang, Yuqi Song)....Pages 3-16
 Collaborative Thompson Sampling  (Zhenyu Zhu, Liusheng Huang, Hongli Xu)....Pages 17-32
 Collaborative Workflow Scheduling over MANET, a User Position Prediction-Based Approach  (Qinglan Peng, Qiang He, Yunni Xia, Chunrong Wu, Shu Wang)....Pages 33-52
 Worker Recommendation with High Acceptance Rates in Collaborative Crowdsourcing Systems  (Mingchu Li, Xiaomei Sun, Xing Jin, Linlin Tian)....Pages 53-74
 Cost-Aware Targeted Viral Marketing with Time Constraints in Social Networks  (Ke Xu, Kai Han)....Pages 75-91
 Exploring Influence Maximization in Location-Based Social Networks  (Shasha Li, Kai Han, Jiahao Zhang)....Pages 92-111
 Measuring Bidirectional Subjective Strength of Online Social Relationship by Synthetizing the Interactive Language Features and Social Balance (Short Paper)  (Baixiang Xue, Bo Wang, Yanshu Yu, Ruifang He, Yuexian Hou, Dawei Song)....Pages 112-123
 Recommending More Suitable Music Based on Users’ Real Context  (Qing Yang, Le Zhan, Li Han, Jingwei Zhang, Zhongqin Bi)....Pages 124-137
 A Location Spoofing Detection Method for Social Networks (Short Paper)  (Chaoping Ding, Ting Wu, Tong Qiao, Ning Zheng, Ming Xu, Yiming Wu et al.)....Pages 138-150
 The Three-Degree Calculation Model of Microblog Users’ Influence (Short Paper)  (Xueying Sun, Fu Xie)....Pages 151-160
 Identifying Local Clustering Structures of Evolving Social Networks Using Graph Spectra (Short Paper)  (Bo Jiao, Yiping Bao, Jin Wang)....Pages 161-169
 The Parallel and Precision Adaptive Method of Marine Lane Extraction Based on QuadTree  (Zhuoran Li, Guiling Wang, Jinlong Meng, Yao Xu)....Pages 170-188
 GPU-accelerated Large-Scale Non-negative Matrix Factorization Using Spark  (Bing Tang, Linyao Kang, Yanmin Xia, Li Zhang)....Pages 189-201
 Adaptive Data Sharing Algorithm for Aerial Swarm Coordination in Heterogeneous Network Environments (Short Paper)  (Yanqi Zhang, Bo Zhang, Xiaodong Yi)....Pages 202-210
 Reverse Collective Spatial Keyword Querying (Short Paper)  (Yang Wu, Jian Xu, Liming Tu, Ming Luo, Zhi Chen, Ning Zheng)....Pages 211-221
 Important Member Discovery of Attribution Trace Based on Relevant Circle (Short Paper)  (Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng)....Pages 222-232
Front Matter ....Pages 233-233
 Safety Message Propagation Using Vehicle-Infrastructure Cooperation in Urban Vehicular Networks  (Xiaolan Tang, Zhi Geng, Wenlong Chen)....Pages 235-251
 Predicting Duration of Traffic Accidents Based on Ensemble Learning  (Lina Shan, Zikun Yang, Huan Zhang, Ruyi Shi, Li Kuang)....Pages 252-266
 A Single-Hop Selection Strategy of VNFs Based on Traffic Classification in NFV  (Bo He, Jingyu Wang, Qi Qi, Haifeng Sun)....Pages 267-283
 A Stacking Approach to Objectionable-Related Domain Names Identification by Passive DNS Traffic (Short Paper)  (Chen Zhao, Yongzheng Zhang, Tianning Zang, Zhizhou Liang, Yipeng Wang)....Pages 284-294
 Grid Clustering and Routing Protocol in Heterogeneous Wireless Sensor Networks (Short Paper)  (Zheng Zhang, Pei Hu)....Pages 295-309
 GeoBLR: Dynamic IP Geolocation Method Based on Bayesian Linear Regression  (Fei Du, Xiuguo Bao, Yongzheng Zhang, Yu Wang)....Pages 310-328
 MUI-defender: CNN-Driven, Network Flow-Based Information Theft Detection for Mobile Users  (Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Jian Xu)....Pages 329-345
 Delayed Wake-Up Mechanism Under Suspend Mode of Smartphone  (Bo Chen, Xi Li, Xuehai Zhou, Zongwei Zhu)....Pages 346-355
 Mobile Data Sharing with Multiple User Collaboration in Mobile Crowdsensing (Short Paper)  (Changjia Yang, Peng Li, Tao Zhang, Yu Jin, Heng He, Lei Nie et al.)....Pages 356-365
 Exploiting Sociality for Collaborative Message Dissemination in VANETs  (Weiyi Huang, Peng Li, Tao Zhang, Yu Jin, Heng He, Lei Nie et al.)....Pages 366-385
 An Efficient Traffic Prediction Model Using Deep Spatial-Temporal Network  (Jie Xu, Yong Zhang, Yongzheng Jia, Chunxiao Xing)....Pages 386-399
Front Matter ....Pages 401-401
 Assessing Data Anomaly Detection Algorithms in Power Internet of Things  (Zixiang Wang, Zhoubin Liu, Xiaolu Yuan, Yueshen Xu, Rui Li)....Pages 403-416
 PARDA: A Dataset for Scholarly PDF Document Metadata Extraction Evaluation  (Tiantian Fan, Junming Liu, Yeliang Qiu, Congfeng Jiang, Jilin Zhang, Wei Zhang et al.)....Pages 417-431
 New Cross-Domain QoE Guarantee Method Based on Isomorphism Flow  (Zaijian Wang, Chen Chen, Xinheng Wang, Lingyun Yang, Pingping Tang)....Pages 432-447
 Extracting Business Execution Processes of API Services for Mashup Creation  (Guobing Zou, Yang Xiang, Pengwei Wang, Shengye Pang, Honghao Gao, Sen Niu et al.)....Pages 448-466
 An Efficient Quantum Circuits Optimizing Scheme Compared with QISKit (Short Paper)  (Xin Zhang, Hong Xiang, Tao Xiang)....Pages 467-476
 Feature-based Online Segmentation Algorithm for Streaming Time Series (Short Paper)  (Peng Zhan, Yupeng Hu, Wei Luo, Yang Xu, Qi Zhang, Xueqing Li)....Pages 477-487
 MalShoot: Shooting Malicious Domains Through Graph Embedding on Passive DNS Data  (Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li)....Pages 488-503
 Learning from High-Degree Entities for Knowledge Graph Modeling  (Tienan Zhang, Fangfang Liu, Yan Shen, Honghao Gao, Jing Duan)....Pages 504-517
 Target Gene Mining Algorithm Based on gSpan  (Liangfu Lu, Xiaoxu Ren, Lianyong Qi, Chenming Cui, Yichen Jiao)....Pages 518-528
 Booter Blacklist Generation Based on Content Characteristics  (Wang Zhang, Xu Bai, Chanjuan Chen, Zhaolin Chen)....Pages 529-542
 A 2D Transform Based Distance Function for Time Series Classification  (Cun Ji, Xiunan Zou, Yupeng Hu, Shijun Liu)....Pages 543-559
 Research on Access Control of Smart Home in NDN (Short Paper)  (Rina Wu, Bo Cui, Ru Li)....Pages 560-570
 The Realization of Face Recognition Algorithm Based on Compressed Sensing (Short Paper)  (Huimin Zhang, Yan Sun, Haiwei Sun, Xin Yuan)....Pages 571-580
 An On-line Monitoring Method for Monitoring Earth Grounding Resistance Based on a Hybrid Genetic Algorithm (Short Paper)  (Guangxin Zhang, Minzhen Wang, Xinheng Wang, Liying Zhao, Jinyang Zhao)....Pages 581-591
Front Matter ....Pages 593-593
 How Good is Query Optimizer in Spark?  (Zujie Ren, Na Yun, Youhuizi Li, Jian Wan, Yuan Wang, Lihua Yu et al.)....Pages 595-609
 An Optimized Multi-Paxos Protocol with Centralized Failover Mechanism for Cloud Storage Applications  (Wenmin Lin, Hao Jiang, Nailiang Zhao, Jilin Zhang)....Pages 610-625
 A Resource Usage Prediction-Based Energy-Aware Scheduling Algorithm for Instance-Intensive Cloud Workflows  (Zhibin Wang, Yiping Wen, Yu Zhang, Jinjun Chen, Buqing Cao)....Pages 626-642
 Web Service Discovery Based on Information Gain Theory and BiLSTM with Attention Mechanism  (Xiangping Zhang, Jianxun Liu, Buqing Cao, Qiaoxiang Xiao, Yiping Wen)....Pages 643-658
 Neighborhood-Based Uncertain QoS Prediction of Web Services via Matrix Factorization  (Guobing Zou, Shengye Pang, Pengwei Wang, Huaikou Miao, Sen Niu, Yanglan Gan et al.)....Pages 659-675
 Runtime Resource Management for Microservices-Based Applications: A Congestion Game Approach (Short Paper)  (Ruici Luo, Wei Ye, Jinan Sun, Xueyang Liu, Shikun Zhang)....Pages 676-687
 CPN Model Based Standard Feature Verification Method for REST Service Architecture  (Jing Liu, Zhen-Tian Liu, Yu-Qiang Zhao)....Pages 688-707
 Crawled Data Analysis on Baidu API Website for Improving SaaS Platform (Short Paper)  (Lei Yu, Shanshan Liang, Shiping Chen, Yaoyao Wen)....Pages 708-716
Front Matter ....Pages 717-717
 A Hardware/Software Co-design Approach for Real-Time Binocular Stereo Vision Based on ZYNQ (Short Paper)  (Yukun Pan, Minghua Zhu, Jufeng Luo, Yunzhou Qiu)....Pages 719-733
 The Cuckoo Search and Integer Linear Programming Based Approach to Time-Aware Test Case Prioritization Considering Execution Environment  (Yu Wong, Hongwei Zeng, Huaikou Miao, Honghao Gao, Xiaoxian Yang)....Pages 734-754
 Using Hybrid Model for Android Malicious Application Detection Based on Population (Short Paper)  (Zhijie Xiao, Tao Li, Yuqiao Wang)....Pages 755-766
Back Matter ....Pages 767-769