2018 1st International Cognitive

Cities Conference (IC3 2018)

Okinawa, Japan

7 – 9 August 2018

IEEE Catalog Number: CFP18O88-POD ISBN: 978-1-5386-5060-8

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2018 1st International Cognitive Cities Conference (IC3) IC3 2018

Table of Contents

Welcome Message from the IC3 2018 General Chairs xv Message from the IC3 2018 Technical Program Chairs xvi IC3 2018 Organizing Committee xvii IC3 2018 Technical Program Committee xix IC3 2018 Keynote Speakers xxi

Session A1: Optimization Algorithms

Preprocessor of Materialized Views Selection 1 Baili Zhang (Southeast & Supreme Count of China), Le Yang (Southeast University), Zhikai Zhou (Southeast University), Hongjian Jiang (Southeast University), Ruizhao Liu (Southeast University), and Jianxiong Han (Southeast University) A Study on Rapid Incremental Maximum Flow Algorithm in Dynamic Network 7 Yuanyuan Wang (Southeast University), Jianhui Ling (Southeast University), Sihai Zhou (Southeast University), Yundi Liu (Southeast University), Weicheng Liao (Southeast University), and Baili Zhang (Southeast University & Supreme Count of China)

Session A2: Sensing and Information Processing for Smart Systems

A Tangle-Based High Performance Architecture for Large Scale IoT Solutions 12 Tsung Fu Chiang (National Cheng Kung University), Shih Yeh Chen (National Taitung University), and Chin Feng Lai (National Cheng Kung University) Navigating Assistance System for Quadcopter with Deep Reinforcement Learning 16 Tung-Cheng Wu (National Cheng Kung University), Shau-Yin Tseng (Industrial Technology Research Institute), Chin-Feng Lai (National Cheng Kung University), Chia-Yu Ho (National Cheng Kung University), and Ying-Hsun Lai (National Taitung University) A Parameter Sharing Method for Reinforcement Learning Model between AirSim and UAVs 20 Shau Yin Tseng (Industrial Technology Research Institute), Chin Feng Lai (National Cheng Kung University), Ming Shi Wang (National Cheng Kung University), Ching Ju Chen (National Yunlin University of Science and Technology), and Chia Yu Ho (National Cheng Kung University)

v A Study on Integrating Augmented Reality Technology and Game-Based Learning Model to Improve Motivation and Effectiveness of Learning English Vocabulary 24 Shih-Yeh Chen (National Taitung University), Chao-Yueh Hung (National Normal University), Yao-Chung Chang (National Taitung University), Yu-Shan Lin (National Taitung University), and Ying-Hsun Lai (National Taitung University) Application for the Geriatrics in Cognitive City: Prevention of Lost Patient with Dementia 28 Chih Cheng Fang (National Cheng Kung University)

Session A3: Recent Advances in Intelligent Systems

Design and Implementation of an Ambient Data Collection Mechanism Based on a Quadcopter 32 Yueh-Min Huang (National Cheng Kung University), Yu-Yun Chen (National Cheng Kung University), and Jui-Hung Chang (National Cheng Kung University) Applying Classification to Rainfall Nowcasting with Topographical Awareness 37 Jui-Hung Chang (National Cheng Kung University), Ren-Hung Hwang (National Chung Cheng University), Yi-Jhong Gong (National Chung Cheng University), and Kai-Hsiang Lin (National Chung Cheng University) Social Event Shopping Recommendation Mechanism for Location-Based Services 43 Lien-Fa Lin (Kao Yuan University) and Yu-Lin Hsu (Pingtung University) Encoder-Decoder Model for Forecast of PM2.5 Concentration per Hour 45 Leiming Yan (Nanjing University of Information Science and Technology), Yaowen Wu (Nanjing University of Information Science and Technology), Luqi Yan (Nanjing University of Information Science and Technology), and Min Zhou (Nanjing University of Information Science and Technology) Finding Visible kNN Objects with the View Field Constraint 51 Yu-Chi Chung (Chang Jung Christian University), I-Fang Su (National University of Science and Technology), Chiang Lee (National Cheng Kung University), and Ding-Li Chen (MediaTek Inc.)

Session B1: Advanced Signal Processing for Smart Living

Design of Integrated Quality Control System of Surface Meteorological Observation Data from Cities 57 Tao Li (Nanjing University of Information Science and Technology), Can Zhang (Nanjing University of Information Science and Technology), Yongjun Ren (Nanjing University of Information Science and Technology), Xiang Li (Nanjing University of Information Science and Technology), Yongzhen Ren (Nanjing University of Information Science and Technology), and Shuaichi Zhang (Nanjing University of Information Science and Technology)

vi A Lightning Location Algorithm Based on Clustering Analysis 63 Tao Li (Nanjing University of Information Science and Technology), Shuaichi Zhang (Nanjing University of Information Science and Technology), Yongjun Ren (Nanjing University of Information Science and Technology), Xiang Li (Nanjing University of Information Science and Technology), Yongzhen Ren (Nanjing University of Information Science and Technology), and Can Zhang (Nanjing University of Information Science and Technology) Sequential Pattern Mining Algorithm Based on Interestingness 69 Tao Li (Nanjing University of Information Science and Technology), Shuaichi Zhang (Nanjing University of Information Science and Technology), Hui Chen (Nanjing University of Information Science and Technology), Yongjun Ren (Nanjing University of Information Science and Technology), Xiang Li (Nanjing University of Information Science and Technology), and Yongzhen Ren (Nanjing University of Information Science and Technology) Meteorological Observation Equipment Consistency Testing Based on Association Rule Mining Algorithm 75 Tao Li (Nanjing University of Information Science and Technology), Zhengbang Lu (Nanjing University of Information Science and Technology), Ruonan Zhao (Nanjing University of Information Science and Technology), Yongjun Ren (Nanjing University of Information Science and Technology), Meichen Yu (Nanjing University of Information Science and Technology), and Tingyu Zhang (Nanjing University of Information Science and Technology) Multi-Model Ensemble Forecast Method of PM2.5 Concentration Based on Wavelet Neural Networks 81 Tao Li (Nanjing University of Information Science and Technology), Xiang Li (Nanjing University of Information Science and Technology), Lina Wang (Nanjing University of Information Science and Technology), Yongjun Ren (Nanjing University of Information Science and Technology), Tingyu Zhang (Nanjing University of Information Science and Technology), and Meichen Yu (Nanjing University of Information Science and Technology)

Session B2: Cloud Computing

A Review on SLA-Related Applications in Cloud Computing 87 Jinyuan He (Victoria University) and Le Sun (Nanjing University of Information Science and Technology) Study of Different Types of Fuzzy Sets and Fuzzy Decision Making Methods 92 Jinyuan He (Victoria University) and Le Sun (Nanjing University of Information Science and Technology) An Interactive Interpretive Structural Modeling for Determining Criteria Relations 98 Jinyuan He (Victoria University) and Le Sun (Nanjing University of Information Science and Technology)

vii An Interactive Service Composition Model Based on Interactive POMDP 103 Jinyuan He (Victoria University) and Le Sun (Nanjing University of Information Science and Technology) A Survey on Data Integrity Checking in Cloud 109 Yihui Dong (Nanjing University of Information Science and Technology), Le Sun (Nanjing University of Information Science and Technology), Dengzhi Liu (Nanjing University of Information Science and Technology), Meng Feng (Nanjing University of Information Science and Technology), and Tiantian Miao (Nanjing University of Information Science and Technology)

Session C1: STEAM Education and Computational Thinking

Evaluation of System Ease of Use Scaffolding Theory on Mobile Games App 114 Chih-Yi Lin ( of Kaohsiung) and Cheng-Hung Wang (National University of Kaohsiung) Research on Development of STEAM-6E Project Course 118 Chih-Chao Chung (Fortune Institute of Technology) and Chien-Liang Lin (Cheng Chi University) E-Learning Platform of STEAM Aesthetic Course Materials Based on User Experience 123 Ting Ya Wang (National University of Kaohsiung) and Cheng Hung Wang (National University of Kaohsiung) The Development and Challenges of Computational Thinking Board Games 129 Sheng-Yi Wu (National Pingtung University) Artistic Activity Through Computational Thinking 132 Tzong Sheng Deng (National Pingtung University) Exploring the Role of Visual Programming Activities in Computational Thinking 135 Chia-Ching Lin (National Kaohsiung Normal University), Po-Yao Chao (), En-Ting Lin (National Kaohsiung Normal University), and Huei-Lin Tzeng (National Kaohsiung Normal University)

Session C2: Virtual, Augmented, and Mixed Reality

Employing AR Interactive Approach on Design and Promotion of the Mobile Museum of Taiwan Literature 139 Chia-Hui Huang (National Museum of Taiwan Literature), Min-Chai Hsieh (Tainan University of Technology), and Jia-Jin Lee (Tainan University of Technology) A Case Study of the Development of Using Augmented Reality in Teaching Nature and Life Technology to Junior High School Students in Southern Taiwan 145 Guang-Jin Chen (National University of Tainan) and Ru-Shan Chen (Chihlee University of Technology) Another Thinking on the Current Aesthetic 149 Pei-Yu Liu (National University of Tainan)

viii Anonymous and Certificateless Remote Data Communication Protocol for WBANs 154 Tingzhao Guan (Nanjing University of Information Science and Technology), Ziyuan Gui (Nanjing University of Information Science and Technology), and Sai Ji (Nanjing University of Information Science and Technology) A Survey on Group Key Agreement Protocols in Cloud Environment 160 Meng Li (Nanjing University of Information Science and Technology), Ruijie Zhang (State Key Laboratory of Mathematical Engineering and Advanced Computing), Xiang Du (Nanjing University of Information Science and Technology), Min Zhou (Nanjing University of Information Science and Technology), Luqi Yan (Nanjing University of Information Science and Technology), and Jiacheng Song (Nanjing University of Information Science and Technology)

Post A: Engineering Technology and Applied Science I

Applied Research Based on the Internet of Things of Medical Treatment Operations 166 Ting-Jou Ding (MingDao University) and Lih-Shyng Shyu (MingDao University) Complex Behavior of a Wind Turbine Induced by Nonlinear Aerodynamics 168 Yung-Chia Hsiao (MingDao University), Lih-Shyng Shyu (MingDao University), and Shuhan Wang (Fujian University of Technology) Relay Lens Design for Image Reduction Applications 172 Kuang-Lung Huang (MingDao University) Independent Wind-Solar Hybrid Generation System for Construction and Verification in Campus 174 Lih-Shyng Shyu (MingDao University), Ching-Hai Lee (MingDao University), Kuang-Yu Lu (MingDao University), and Chi-Ting Horng ( Hospital) Repair and Refinement for Green Energy Facilities in Campus 179 Lih-Shyng Shyu (Mingdao University), Ting-Jou Ding (Mingdao University), and Ta-Yuan Lee (Mingdao University)

Post B: Smart Cities Sustainable

A Hardware-Oriented Contrast Enhancement Algorithm for Real-Time Applications 183 Chia-En Chang (Chung Yuan Christian University), Shih-Lun Chen (Chung Yuan Christian University), Chiung-An Chen (Ming Chi University of Technology), Ting-Lan Lin (Chung Yuan Christian University), Yao-Tsung Kuo (Chung Yuan Christian University), Hsiao-Hsuan Cheng (Chung Yuan Christian University), Wan-Ting Kao (Chung Yuan Christian University), and Jocelyn Flores Villaverde (Mapua University) An Indoor Position System Based on Dynamic Digital Signage and Mobile Devices 186 Chen-Cong Gan (Chinese Culture University), Yih-Jiun Lee (Chinese Culture University), and Kai-Wen Lien (ChienKuo Technology University)

ix Automatic Clustering and Semantic Annotation for Dynamic IoT Sensor Data 188 Ching-Tzu Yu (National Chiao Tung University), Yu-Hui Zou (Chung Yuan Christian University), Hao-Yu Li (Chung Yuan Christian University), and Szu-Yin Lin (Chung Yuan Christian University) Fabrication of Imprinted Flexible Solar PV Maximum Power Point Tracking System for Smart Cities Sustainable Development 190 Shih-Lun Chen (Chung Yuan Christian University) and Ming-Yi Lin (National United University, Miaoli) Halftone-Based Data Hiding Method Using Orientation Modulation Strategy 192 Yung-Yao Chen (National Taipei University of Technology), Chih-Hsien Hsia (), Yun-Chen Tsai (National Taipei University of Technology), and Kuan-Yu Chi (National Taipei University of Technology) Hand Gesture Recognition Using Color-Depth Association for Smart Home 195 Huang-Chia Shih (Yuan Ze University) Research on the Strategy of Network News in the Perspective of Health Communication 198 Pu-Lin Zhang (Chengdu Sport University) and Shyang-Yuh Wang (Chinese Culture University) Study on the Application of VR Technology in Sport Reality Shows 200 Shyang-Yuh Wang (Chinese Culture University) and Yang Zhou (Chengdu Sport University) A Smart IoT System for Waste Management 202 Whai-En Chen (National Ilan University), Yu-Huei Wang (National Ilan University), Po-Chuan Huang (National Ilan University), Yu-Yun Huang (National Ilan University), and Min-Yan Tsai (National Ilan University) Three-Dimensional Reconstruction and 3D Printing of Kidney from Computed Tomography 204 Yu-Zong Huang (National Taiwan Ocean University), Jun-Wei Hsieh (National Taiwan Ocean University), Chian-Hong Lee (Chang-Gung Memorial Hospital), YungChih Chen (Chang-Gung Memorial Hospital), and Po-Jen Chuang (National Taiwan Ocean University) F-Model Generated by Function S-Rough Sets 207 Hsien-Wei Tseng (Longyan University), Nanye Zhang (Longyan University), and Ling Zhang (Longyan University) Multipath Mobile Multimedia Streaming Based on Content Delivery Network and Peer-to-Peer Network 211 Chao-Hsien Lee (National Taipei University of Technology) and Yong-Ci Chen (National Taipei University of Technology)

Session D1: Advanced Education

Applying Cloud-Based Collaborative Learning in the Internet English Course 215 Yi Chun Liu (Chia Nan University of Pharmacy and Science)

x Using Multimedia eBook with Positive Emotional Environment to Facilitate Students' Electricity Saving Literacy 218 Ron Chuen Yeh (), Chien-Liang Lin (National Cheng Chi University), Xi-Bin Lin (Kaomei Junior College of Health Care and Management), Pansy Chung (Meiho University), and Chi-Cheng Chang (National Taiwan Normal University) Smart Space and Service Management with IoT Architecture - An Application in Educational Context 221 Shu-ming Wang (Chinese Culture University) and Ping-chang Yeh (Chinese Culture University) Flipped Learning with Live-Coding Approach for Programming Concepts Learning 223 Hui-Chun Hung (Taipei Medical University) The Relationship between English Learning Environment and English Learning Effects 225 Yi-An Hou (St. Mary’s Junior College of Medicine)

Session D2: Security and Privacy for Smart Cities

A Blockchain-Based Network Security Mechanism for Voting Systems 227 Hsin-Te Wu (National Penghu University of Science and Technology) and Chang-Yi Yang (National Penghu University of Science and Technology) A Novel Certificateless Signcryption for E-Health Record System 231 Yandong Xia (Nanjing University of Information Science and Technology), Rui Huang (Nanjing University of Information Science and Technology), Xin Jin (Nanjing University of Information Science and Technology), Huiyao Zheng (Nanjing University of Information Science and Technology), and Sai Ji (Nanjing University of Information Science and Technology) Flood Risk Monitoring by Using 2D Hydrodynamic Modeling: A Case Study of Frýdek-Místek City 236 Lukas Vojacek (VSB-Technical University of Ostrava) and David Vojtek (VSB-Technical University of Ostrava) Hpc Based Smart Remote Execution Solution for Modelling Environmental Issues 242 Lukas Vojacek (VSB-Technical University of Ostrava) and Michal Podhoranyi (VSB-Technical University of Ostrava)

Post C: Engineering Technology and Applied Science II

Integration of ERP and Internet of Things in Intelligent Enterprise Management 246 Ching-Hai Lee (MingDao University), Ting-Jou Ding (MingDao University), and Zheng Han Lin (MingDao University) LED Lighting Source Design for Fluorescent Microscope 248 Pei-Yang Chen (), Jiann-Hwa Lue (Central Taiwan University of Science and Technology), Rou-Hui Lin (Feng Chia University), Ting-Jou Ding (MingDao University), and Shih-Hsin Ma (Feng Chia University)

xi Improvement of LED Non-Invasive Blood Glucose Meter 250 Po-Hao Chen (Feng Chia University), Ke-Ching Chang (Feng Chia University), Shih-Hsin Ma (Feng Chia University), Jiann-Hwa Lue (Central Taiwan University of Science and Technology), and Ting-Jou Ding (MingDao University) Optical Detection in Valvular Heart Disease 253 Chi-Ting Horng (Fooyin University Hospital), Hung-Jui Hu (MingDao University), Lim-Thai Lee (MingDao University), Wei-Ru Cai (MingDao University), Fei-Yang Chen (Fujian University of Technology), Chao-Fan Yang (Fujian University of Technology), and Ting-Jou Ding (MingDao University)

Post D: Information Technology

The Application of Augmented Reality in English Phonics Learning Performance of ESL Young Learners 255 I-Chun Chen (National Taipei University of Education) Distributed Multichannel MAC Protocol in Cognitive Radio Ad Hoc Networks 260 Meng-Xin Wu (), You-Jie Yang (Nanhua University), Cheng-Yue Xie (Nanhua University), and Chien-Min Wu (Nanhua University) Screening Passive Job Seekers on Facebook 262 Hung-Yue Suen (National Taiwan Normal University) and Hsiu-Yen Chen (National Taiwan Normal University) Supervisors Are Watching You on Facebook 264 Hung-Yue Suen (National Taiwan Normal University) and Wei-Pin Dai (National Taiwan Normal University) Internet of Things Pillow Detecting Sleeping Quality 266 Yi-Zeng Hsieh (National Taiwan Ocean University) Partitioning and Placing Virtual Machine Clusters on Cloud Environment 268 Chia-Ching Chen (National Central University, Taiwan), Yeh-Lun Du (National Central University, Taiwan), Shao-Jui Chen (National Central University, Taiwan), and Wei-Jen Wang (National Central University, Taiwan)

Session E1: Multimedia Content Analysis with Smart Industry

Parallelizing Shortest Average-Distance Query Processing 271 Yuan-Ko Huang (National Kaohsiung University of Science and Technology) The Occurrence Law of Residual Leaching Reagent and Rare Earth by In-Situ Leaching Based on Data Analysis 274 Chunpeng Ge (Jiangsu University of Technology) and Yongjun Ren (Nanjing University of Information Science and Technology)

xii A Novel Image Analysis of Light Emitting Diode Array Biostimulation Applied on Microcirculation 280 Chuan-Tsung Su (National Taiwan University), Yi-Chia Shan (National Taiwan University), Wei Fang (National Taiwan University), Chii-Wann Lin (National Taiwan University), Ju-Hsuan Juan (), Kuan-Ting Lu (Ming Chuan University), and Jih-Huah Wu (Ming Chuan University)

Session E2: New Media and E-Learning I

A Survey on University English Listening Teaching Model Based on E-Learning Teaching Platform 284 Ke Gong (Shandong Jiaotong University & Nanjing Normal University) The Analysis of the Contents of the Flipped Classroom Teaching in under the Background of Big Data 287 Zhiwen Zhang (Shandong Jiaotong University) The Practical Exploration of Task-Driven Method in the Course Teaching of Information Technology 291 Lihua Niu (Anhui Normal University) and Hehai A. Liu (Anhui Normal University) An Empirical Study on the Mobile Informatization Teaching Model Applied to College Students Mental Health Education Course 295 Xia Zhao (Tongling University), Xin Li (Tongling University), and Jun-yi Yin (Tongling University)

Session E3: New Media and E-Learning II

Why Do the MOOC Learners Drop Out of the School? – Based on the Investigation of MOOC Learners on Some Chinese MOOC Platforms 299 Wentao Wu (Anhui Normal University) and Qian Bai (Nanjing Normal University) Construction and Application of "New Microlecture" Based on WeChat Public Account 305 Yanxia Miao (Anhui Normal University) The Concept of Equality for Classroom in Colleges and Universities Supported by Social Media: Current Situation, Reflection and Reconstruction 309 Xue Wu (Anhui Normal University) Analysis of Current Situation of LMS Application in the Digital Era 314 Yiwei Zhao (Anhui Normal University) Effects of Using Social Instructional Videos and Flipped Classroom on Students' Learning Achievements in Smart Campus 317 Ming-Sin Chen (National Central University, Taiwan), Yu-Sheng Su (National Central University, Taiwan), Chester S.J. Huang (National Kaohsiung University of Science and Technology), and Stephen J.H. Yang (National Central University, Taiwan)

xiii Author Index 321

xiv