Smart Computing and Communication: Second International Conference, SmartCom 2017, Shenzhen, China, December 10-12, 2017, Proceedings

470 Pages·2018·42.148 MB·English

by  Meikang Qiu (eds.)

Meikang Qiu (Ed.)
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and Communication
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Second International Conference, SmartCom 2017
Shenzhen, China, December 10–12, 2017
Proceedings
123
Lecture Notes in Computer Science 10699
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Indian Institute of Technology, Madras, India
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Max Planck Institute for Informatics, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/7409
Meikang Qiu (Ed.)
Smart Computing
and Communication
Second International Conference, SmartCom 2017
–
Shenzhen, China, December 10 12, 2017
Proceedings
123
Editor
MeikangQiu
Columbia University
NewYork,NY
USA
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-319-73829-1 ISBN978-3-319-73830-7 (eBook)
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Preface
ThisvolumecontainsthepaperspresentedatSmartCom2017:theSecondInternational
Conference on Smart Computing and Communication held at Shenzhen University in
Shenzhen, China.
Therewere248submissions.Eachsubmissionwasreviewedbyatleasttwo,andon
average 2.2, Program Committee members. The committee decided to accept 44
papers. The acceptance rate is less than 18%.
Recent developments in Web-based technologies and mobile applications have
facilitated a dramatical growth of new technique implementations, such as cloud
computing,bigdata,pervasivecomputing,InternetofThings,andsocialcyber-physical
systems. Enabling a smart life has become a popular and timely research topic.
Therefore, the International Conference on Smart Computing and Communication
focusesonthefieldsofbothsmartcomputingandcommunicationsandaimstocollect
recent academic work toimproveresearch and practical applications.
ThescopeofSmartCom2017wasbroad,fromsmartdatatosmartcommunications,
fromsmartcloudcomputingtosmartsecurity.Theconferencegatheredallhigh-quality
research/industrialpapersrelatedtosmartcomputingandcommunicationsandaimedat
proposingareferenceguidelineforfurtherresearch.Allacceptedpapersareindexedby
EI.SmartCom2017washeldatShenzhenUniversityinChinaandtheproceedingsare
published by Springer.
Wewouldliketogivespecialthankstoourgeneralchairs,GuoliangChen(Chinese
Academy of Sciences), Zhong Ming (Shenzhen University), Qiang Yang (The
University of Rhode Island), and Meikang Qiu (Pace University). We also appreciate
our program chairs, Rui Mao (Shenzhen University), Zongming Fei (University of
Kentucky), Haibo Zhang (University of Otago), and Xizhao Wang (Shenzhen
University), and our operation chair, Keke Gai (Pace University), publicity chair,
Hui Zhao (Henan University), and local chair, Shubin Cai (Shenzhen University). We
greatly appreciate the contribution of our keynote speakers, presenters, attendees, and
all other contributors.
Finally, we want to express our appreciation to our sponsors: NSF (USA),
Springer LNCS, Shenzhen University, Columbia University, Pace University, and all
co-sponsoring organizations.
November 2017 Meikang Qiu
Organization
Honorary General Chair
Guoliang Chen Chinese Academy of Sciences, China
General Chairs
Zhong Ming Shenzhen University, China
Meikang Qiu Columbia University, USA
Qing Yang The University of Rhode Island, USA
Program Chairs
Zongming Fei University of Kentucky, USA
Rui Mao Shenzhen University, China
Xizhao Wang Shenzhen University, China
Haibo Zhang University of Otago, New Zealand
Volume Editor
Meikang Qiu Columbia University, USA
Operation Chair/Web Chair
Keke Gai Pace University, USA
Local Chairs
Shuibin Cai Shenzhen University, China
Rui Mao Shenzhen University, China
Publicity Chair
Hui Zhao Henan University, China
Technical Program Committee
Thomas Austin San Jose State University, USA
Emmanuel Bernardez IBM Research, USA
Sang-Yoon Chang Advanced Digital Sciences Center, Singapore
Zhongming Fei University of Kentucky, USA
Yong Guan Lowa State University, USA
VIII Organization
Xiaofu He Columbia University, USA
Hao Hu Nanjing University, China
Yue Hu Louisiana State University, USA
Suman Kumar Troy University, USA
Weigang Li University of Brasilia, Brazil
Wenjia Li New York Institute of Technology, USA
Xin Li Carnegie Mellon University, USA
Zhiqiang Lin University of Texas at Dallas, USA
Bo Luo The University of Kansas, USA
Bharat Rawal Pennsylvania State University, USA
Fuji Ren The University of Tokushima, Japan
Ukka Riekki University of Oulu, Finland
Art Sedighi Global Head of Cloud Architecture and Strategy,
TD Bank, USA
Lixin Tao Pace University, USA
Zhipeng Wang China Electronics Standardization Institute, China
Jian Xiong Shanghai Jiao Tong University, China
Jinjun Xiong IBM Research, USA
Yu-Dong Yao Stevens Institute of Technology, USA
Wei Yu Towson University, USA
Haibo Zhang University of Otago, New Zealand
Peng Zhang Stony Brook University, USA
Yan Zhang University of Oslo, Norway
Yong Zhang The University of Hong Kong, China
Hui Zhao Henan University, China
Contents
Sphere Decoding Algorithm Based on a New Radius Definition. . . . . . . . . . 1
Ping Wang, DongDong Shang, and Zhiwei Sun
Inferring Travel Purposes for Transit Smart Card Data Using. . . . . . . . . . . . 11
Zhenzhen Liu, Qing-Quan Li, Yan Zhuang, Jiacheng Xiong,
and Shuiquan Li
A Hybrid Music Recommendation System Based on Scene-State
Perception Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
Zhixuan Liang, Zehao Tan, Zhenyue Zhuo, and Xi Zhang
Research on Parallel Architecture of OpenCL-Based FPGA . . . . . . . . . . . . . 27
Yi Zhang, Ye Cai, and Qiuming Luo
Smart Resource Allocation Using Reinforcement Learning
in Content-Centric Cyber-Physical Systems . . . . . . . . . . . . . . . . . . . . . . . . 39
Keke Gai, Meikang Qiu, Meiqin Liu, and Hui Zhao
Effective Malware Detection Based on Behaviour and Data Features. . . . . . . 53
Zhiwu Xu, Cheng Wen, Shengchao Qin, and Zhong Ming
Load Pattern Shape Clustering Analysis for Manufacturing. . . . . . . . . . . . . . 67
Mark Junjie Li and Weiguang Liu
A New Architecture of Smart House Control System. . . . . . . . . . . . . . . . . . 81
Lianghai Yang, Feiqiao Mao, and Jiaqi Tan
Big Data Analysis of TV Dramas Based on Machine Learning. . . . . . . . . . . 90
Jiaqi Tan, Feiqiao Mao, Lianghai Yang, and Jiahui Wang
Face Based Advertisement Recommendation with Deep Learning:
A Case Study. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96
Xiaozhe Yao, Yingying Chen, Rongjie Liao, and Shubin Cai
Ensemble Learning for Crowd Flows Prediction on Campus. . . . . . . . . . . . . 103
Chuting Wu, Tianshu Yin, Shuaijun Ge, and Ke Yu
Impact of Probability Distribution Selection on RVFL Performance. . . . . . . . 114
Weipeng Cao, Jinzhu Gao, Zhong Ming, Shubin Cai,
and Hua Zheng
Joint Sparse Locality Preserving Projections. . . . . . . . . . . . . . . . . . . . . . . . 125
Haibiao Liu, Zhihui Lai, and Yudong Chen
X Contents
Research on Dynamic Safe Loading Techniques in Android Application
Protection System. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 134
Shubin Cai, Rongjie Huang, Ningsheng Yang, Jinwen Jiang,
Zhong Ming, Zhengping Liang, and Zhiguang Shan
Research on Optimizing Last Level Cache Performance
for Hybrid Main Memory. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 144
Hua Zheng, Zhong Ming, Meikang Qiu, and Xi Zhang
Quality of Service (QoS) in Lan-To-Lan Environments Through
Modification of Packages. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 154
Cesar Andrés Hernández, Gabriel Felipe Diaz,
and Octavio José Salcedo Parra
Heuristic Algorithm for Flexible Optical Networks OTN . . . . . . . . . . . . . . . 163
Diego Fernando Aguirre Moreno, Octavio José Salcedo Parra,
and Danilo Alfonso López Sarmiento
VR3DMaker: A 3D Modeling System Based on Vive. . . . . . . . . . . . . . . . . 173
Shubin Cai, Jinchun Wen, Zhong Ming, and Zhiguang Shan
A Knowledge Graph Based Solution for Entity Discovery
and Linking in Open-Domain Questions . . . . . . . . . . . . . . . . . . . . . . . . . . 181
Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang,
and Ying Shen
Predicting App Usage Based on Link Prediction in User-App
Bipartite Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191
Yaowen Tan, Ke Yu, Xiaofei Wu, Di Pan, and Yang Liu
Sentiment Classification of Reviews on Automobile Websites
by Combining Word2Vec and Dependency Parsing. . . . . . . . . . . . . . . . . . . 206
Feifei Liu, Fang Wei, Ke Yu, and Xiaofei Wu
Data Quality Evaluation: Methodology and Key Factors . . . . . . . . . . . . . . . 222
Ying Yang, Yuan Yuan, and Bo Li
SecTube: SGX-Based Trusted Transmission System . . . . . . . . . . . . . . . . . . 231
Jian Chen, Bo Dai, Yanbo Wang, Yiyang Yao,
and Bo Li
The Research How to Judge Social Vehicles Driving into ART . . . . . . . . . . 239
Weihu Wang, Zenggang Xiong, Yanshen Liu, Fang Xu,
and Conghuan Ye
PSVA: A Content-Based Publish/Subscribe Video
Advertising Framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 249
Feiyang Wang, Dongyu Zhang, Yuming Lu, and Kai Lei