Advances in Computer Science and Ubiquitous Computing: CSA-CUTE 2018

Description

This book presents the combined proceedings of the 10th International Conference on Computer Science and its Applications (CSA 2018) and the 13th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2018), both held in Kuala Lumpur, Malaysia, Dec 17 - 19, 2018. The aim of these two meetings was to promote discussion and interaction among academics, researchers and professionals in the field of ubiquitous computing technologies. These proceedings reflect the state of the art in the development of computational methods, involving theory, algorithms, numerical simulation, error and uncertainty analysis and novel applications of new processing techniques in engineering, science, and other disciplines related to ubiquitous computing. Front Matter ....Pages i-xxxi Generation of Similar Traffic Using GAN for Resolving Data Imbalance (Woo Ho Lee, Chae Sang Lim, Bong Nam Noh)....Pages 1-7 Mid-Level Feature Extractor for Transfer Learning to Small-Scale Dataset of Medical Images (Dong-ho Lee, Yeon Lee, Byeong-seok Shin)....Pages 8-13 Design of an Improved Algorithm for VR-Based Image Processing (Young-Hwan Jang, Seung-Su Yang, Min-Hyung Park, Seungho Han, Seok-Cheon Park, Hyungjoon Kim)....Pages 14-18 Design of Personalized Smart Wellness Information Management System Through Wellness Data Analysis (Young-Hwan Jang, Seung-Su Yang, Min-Hyung Park, Seungho Han, Seok-Cheon Park, Hyungjoon Kim)....Pages 19-24 Design of POI Extraction Speed Improving Algorithm Based on Big Data (Young-Hwan Jang, Seung-Su Yang, Min-Hyung Park, Seok-Cheon Park, Hyungjoon Kim)....Pages 25-29 Analyzing Twitter Data of Family Caregivers of Alzheimer’s Disease Patients Based on the Depression Ontology (Hyon Hee Kim, Sohee Jeong, Annie Kim, Donghee Shin)....Pages 30-35 Research on the Automatic Classification of Ship’s Navigational Status (Jaeyong Oh, Hye-Jin Kim, Sekil Park)....Pages 36-41 The Retrieval of Regions with Similar Tendency in Geo-Tagged Dataset (Taehyung Lim, Woosung Choi, Minseok Kim, Taemin Lee, Soonyoung Jung)....Pages 42-47 A Programmable Big Data App Container Architecture for Big Data as a Service (Euihyun Jung)....Pages 48-53 Deep-Learning-Based Image Tagging for Semantic Image Annotation (Yoonmi Shin, Kwangwon Seo, Jinhyun Ahn, Dong-Hyuk Im)....Pages 54-59 Dynamic Projection Mapping Using Kinect-Based Skeleton Tracking (Sang-Joon Kim, Yoo-Joo Choi)....Pages 60-66 Parallel Bidirectional Shortest Path Computation in Graphs Using Relational Database Management Systems (RDBMSs) (Kwangwon Seo, MyeongSeok Kwak, Yoonmi Shin, Jinhyun Ahn, Dong-Hyuk Im)....Pages 67-72 Authoring Tool for Generating Multiple Experiences of 360° Virtual Reality (Syed Hammad Hussain Shah, Jong Weon Lee)....Pages 73-78 A Study of Open Big-Data Platform Architecture for Housing Market Analysis (Sang-Hun Lee, Jeong-Ran Yun, Tae-Gyun Kim, Jung-Min Oh)....Pages 79-84 Resource-Aware Migration Scheme for QoS in Cloud Datacenter (A-Young Son, DongYeong Son, Young-Rok Shin, Eui-Nam Huh)....Pages 85-90 A Dynamic FPGA Reconfiguration for Accelerating Machine Learning Framework with Image Service in OpenStack (Seungmin Lee, Sik Lee)....Pages 91-96 Switchless Interconnect Network with PCIe Non-Transparent Bridge Interface (Sang-Gyum Kim, Yang-Woo Lee, Seung-Ho Lim, Kwang-ho Cha)....Pages 97-102 A Proposal of IoT Message-Oriented Service Framework for Serverless Software Architecture (Sunggeun Yoo, Minjeong Song, Sangil Park)....Pages 103-107 Deep Learning Based Gesture Recognition System for Immersive Broadcasting Production (Meeree Park, Sung Geun Yoo, Minjeong Song, Sangil Park)....Pages 108-115 Design and Implementation of an Efficient Web Crawling Using Neural Network (Ahmed Md. Tanvir, Yonghoon Kim, Mokdong Chung)....Pages 116-122 An Intuitive VR Interaction Method for Immersive Virtual Reality (Ruixin Zhao, Namjung Kim, Kyoungju Park)....Pages 123-128 Design and Implementation of a Partial Denoising Boundary Matching System Using Indexing Techniques (Bum-Soo Kim, Jin-Uk Kim)....Pages 129-134 Singing Lip Sync Animation System Using Audio Spectrum (Namjung Kim, Kyoungju Park)....Pages 135-140 A Tamper-Proof Digital Archiving Scheme Based on Blockchain (Euihyun Jung)....Pages 141-146 Differential Data Processing for Energy Efficiency of Wireless Sensor Networks (Kwang Kyu Lim, JiSu Park, Byeong Rae Lee, Jin Gon Shon)....Pages 147-152 Performance Improvement on Object Detection for the Specific Domain Object Detecting (Hyungi Hong, Mokdong Chung)....Pages 153-158 Implementation of Automatic Adjustment of Font Size System on Smartphone (Kyoung Soon Hong, JiSu Park, Kang Hyun Kim, Jin Gon Shon)....Pages 159-164 Development of Usable Communication Reasoning System Using Connection Information for Efficient Conversion of Connection (Taehoon Koh, Yonghoon Kim, Kamyoung Park, Kyungryong Seo)....Pages 165-171 Textual Classification to Distributional Representation Using Cohesion Devices (Yonghoon Kim, Sookhyun Jung, Jee-Won Hahn, Mokdong Chung)....Pages 172-177 Information Assurance Requirements for Software Controlled Measuring Instruments (Seung-hwan Ju, Kwang-jae Song, Sang-hoon Song, Hee-suk Seo)....Pages 178-183 Extraction of Camera Parameters for Image-Based Motion Capture (Nu-lee Song, Man-ki Kim, Hern-soo Han, Dong-ho Kim, Gye-young Kim)....Pages 184-188 Serverless Framework for Efficient Resource Management in Docker Environment (Sangwook Han, Minsu Chae, HwaMin Lee)....Pages 189-194 IoT Based Management System for Livestock Farming (Meonghun Lee, Haengkon Kim, Ha Jin Hwang, Hyun Yoe)....Pages 195-201 Automatic Segmentation of Human Spine with Deep Neural Network (Xu Yin, Yan Li, Byeong-seok Shin)....Pages 202-207 Vehicular Fog Computing Based Traffic Information Delivery System to Support Connected Self-driving Vehicles in Intersection Environment (Joosang Youn)....Pages 208-213 A Research on Temperature Control System of Server Room Using IPMI ( In-junOck, Min Choi)....Pages 214-218 Software Test Effort Estimation Based on Source Code Change History and Defect Information (Jongse Won, Yeong-Seok Seo)....Pages 219-227 Mobile Health Monitoring System Including Biofeedback Training Through Analysis of PPG and Respiratory Pattern Change (Daechang Kim, Jaeyong Kim, Jaehoon Jeong, Sungmin Kim)....Pages 228-233 A Study on Integrated Maneuvering Performance Simulation System for a Vessel (NamHyun Yoo)....Pages 234-239 A Study on Debugging Method for Engineering Software Using Marshalling in Restricted Environment (NamHyun Yoo)....Pages 240-246 Directional Antenna Prediction Control System for Stable Communication of Small Unmanned Surface Vehicle (NamHyun Yoo)....Pages 247-252 Design of a Full Body Tracking-Based VR Fighting Game (Hoyong Kim, Guoqing Wu, Yunsick Sung)....Pages 253-258 Smart Contract Based Academic Paper Review System (Min Jae Yoo, Yoojae Won)....Pages 259-264 Design of Image Generation System for DCGAN Based Picture Book Text (JaeHyeon Cho, Nammee Moon)....Pages 265-270 Real Time Message Process Framework for Efficient Multi Business Domain Routing (KyoEun Kim, DongBum Seo, You-Boo Jeon, Seong-Soo Han, Doo-Soon Park, Chang-Sung Jeong)....Pages 271-278 Malware Classification Using Machine Learning (JinSu Kang, Yoojae Won)....Pages 279-284 Operating System Fingerprint Recognition Using ICMP (Jinho Song, Yonggun Kim, Yoojae Won)....Pages 285-290 A Study of a Common Network Behavior Detection System Using Remote Live Forensics (Jeonghoon Seo, Yoojae Won)....Pages 291-296 A Rationalization of Hangul Codes Based on Jeongeum Principle in ISO/IEC10646BMP (Jeongyong Byun)....Pages 297-302 Design Automation System for Review Analysis Affiliation for Online Educator Reliability Prediction (Kihoon Lee, Hyogun Kym, Nammee Moon)....Pages 303-309 Design of Establishment System of Satisfaction Index for Tourist Sites According to the Weather Using Deep Neural Network (Hyeon-woo An, Kyungrog Kim, Nammee Moon)....Pages 310-315 A Study on PGP (Pretty Good Privacy) Using Blockchain (Chang-Hyun Roh, Im-Yeong Lee)....Pages 316-320 Mining Semantic Tags in a Content Analysis System for a Letter Database of Ethnic Koreans Living in China (Hyon Hee Kim, Yuntae Kim, Hyong-Jin Moon, Jungsun Choi, Joo-mi Lee, Soungho Ye et al.)....Pages 321-326 A Suggestion of Image’s Position Analysis System Using Beacon Positioning (Seo Kyung Jung, Sung Geun Yoo, Sangil Park)....Pages 327-331 Anti-motion Blur Method Using Conditional Adversarial Networks (Myeong Gyu Lee, ChengNan Lu, Daniel Chung, Wee Jia Foon, Ilju Ko, Kok Yoong Lim et al.)....Pages 332-337 Design and Implementation of an Enhanced Certified Document Archive System Based on PDF (Hyun Cheon Hwang, JiSu Park, Hyoung Guen Kim, Jin Gon Shon)....Pages 338-343 Comparison of Motion Similarity Using Image (Yunsang Jeong, Jinu Kim, Fajrul Norman Rashid, Lim Kok Yoong, Dongho Kim, Jinho Park)....Pages 344-349 OAuth-Based Access Control Scheme Against Replay Attacks in IoT Environment (Dae-Hwi Lee, Im-Yeong Lee)....Pages 350-355 A Study on Secure Data Access Scheme Based on CP-ABE in Cloud Environments (Yong-Woon Hwang, Im-Yeong Lee)....Pages 356-362 An Optimal Time Allocation to Maximize Total Average Transmission Data of Two-Way Relay System (Taehoon Kwon)....Pages 363-368 Effective Data Transfer Method Using Local Network in Building IoT Environments (Hwirim Byun, Hyeyoung Kang, Hyun-Woo Kim, Young-Sik Jeong)....Pages 369-375 Facial Photo Recognition Using Deep Learning in Archival Record Management System (Gantur Togtokh, Kyung Chang Kim, Kang Woo Lee)....Pages 376-380 A Dynamic Plane Scaling Method for Smart Dust Environments (Joonsuu Park, KeeHyun Park)....Pages 381-384 Analysis of Psychological Stability and EEG-Based Control Efficacy of Infants by Stimulation Technique-Infant Car Seat Seating Environment (Jeong-Hoon Shin, Hyeon-Cheol Seo)....Pages 385-392 Parallel Graph Clustering Based on Minhash (Byoungwook Kim, Jaehwa Chung, Joon-Min Gil, JinGon Shon)....Pages 393-395 Golf Swing Recognition Using Low-Cost Smart Insole (Eun-Young Lee, Jinu Kim, Dongho Kim)....Pages 396-400 Blockchain Based Integrated Authentication System (Jeong Hoon Jo, Jong Hyuk Park)....Pages 401-404 Machine Learning-Based Intrusion Detection System for Smart City (Jung Hyun Ryu, Jong Hyuk Park)....Pages 405-409 Computation Efficiency Analysis of Multiple GPUs and Multiple CPUs Based Cluster Computing Environments (Bongjae Kim, Boseon Hong, Jeong-Dong Kim)....Pages 410-415 Remote Block Heater Controller (Samuel Garbo, Zhazhuli Pratama Nur Winaziz, Ermal Elbasani, Jae Sung Choi, Hyun Lee)....Pages 416-421 A Method of Intelligent Dynamic Monitoring for Real-Time Data Streaming Processing Systems (Onur Soyer, Kwan Young Park)....Pages 422-427 A UAV Path Planning Method Using Polynomial Regression for Remote Sensor Data Collection (Kwang Min Koo, Kyung Rak Lee, Sung Ryung Cho, Inwhee Joe)....Pages 428-433 A Portable Finger Language Translator Based on Deep Learning with Leap Motion (Dahye Jin, Yumi Lee, Ermal Elbasani, Jae Sung Choi, Hyun Lee)....Pages 434-439 Research on MIDI Audio Watermarking Algorithm Based on Time Dynamics (Zhaolong Liu, Liang Chen, De Li)....Pages 440-445 WSN/RFID Indoor Positioning and Tracking Based on Machine Learning: A Health Care Application (Ermal Elbasani, Hyun Lee, Jae Sung Choi)....Pages 446-452 Parking Occupancy Detection: A Lightweight Deep Neural Network Approach (Chin-Kit Ng, Soon-Nyean Cheong, Yee-Loo Foo)....Pages 453-458 Detecting Driver Drowsiness Based Fusion Multi-sensors Method (Svetlana Kim, Hyunho Park, Yong-Tae Lee, YongIk Yoon)....Pages 459-464 Overview of Data Deduplication Technology in a Cloud Storage Environment (Won-Bin Kim, Im-Yeong Lee)....Pages 465-470 IoT Based Automatic Notification System in Factory Using Walkie-Talkies (Hyunmin Park, Jaewook Jeon)....Pages 471-476 A Communication Challenges and Framework for the Control and Monitoring of Autonomous Ship (Kwangil Lee)....Pages 477-482 High-Speed Horizon Line Detection Algorithm Using Dual Hough Algorithm for Marine Image (Hyeoncheol Shin, Kwangil Lee)....Pages 483-488 Service Integration Methodology for Convergence Service in Science and Technology (YunHee Kang, R. Young Chul Kim, HeeSeok Choi)....Pages 489-493 The SA Management Scheme Based on Blockchain for Convergence Service in S&T (YunHee Kang, R. Young Chul Kim, HeeSeok Choi)....Pages 494-498 Energy-Based Routing with Rendezvous for DTN-Based UAV Networks (Taehyuk Kim, Euiri An, Wooyeob Lee, Inwhee Joe)....Pages 499-504 Deep Learning-Based Algorithm for Object Identification in Multimedia (Sangkyun Ko, Bongjae Kim, Jeong-Dong Kim)....Pages 505-511 A Development of Adolescent Depression Screening Using Naïve Bayes Classifier Algorithm (Samuel Garbo, Ha-Yeong Kim, Syntia Widyayuningtias Putri, Ermal Elbasani, Hye-Sun Ahn, Jeong-Dong Kim)....Pages 512-518 Survey of Digital Signature Technology for IoT Environment: Focused on KSI’s Global Timestamping Technique (Gyeong-Jin Ra, Im-Yeong Lee)....Pages 519-524 Decentralized Blockchain-Based Android App Store with P2P File System (Jun-hoo Park, Suh-yu Lee, Geun-young Kim, Jae-cheol Ryou)....Pages 525-532 A Development of Advanced Communication Platform (ACP) Using Web-AR (Minjeong Song, Sunggeun Yoo, Gooman Park, Sangil Park)....Pages 533-538 Design and Implementation of Real-Time Web Authoring Tool Based on Drag-and-Drop Method (Kichoel Park, Boseon Hong, Sangkyun Ko, Bongjae Kim)....Pages 539-543 An Efficient Method for Wide Area Event Detection and Prediction Using Regression Model (Manh Luong Tien, Ermal Elbasani, Jae Sung Choi)....Pages 544-549 A Decentralized Consensus Secure and Authentication Framework for Blockchain-Based Healthcare Application (Haider Dhia Zubaydi, Yung-Wey Chong, Gyu-Sung Ham, Kwang-Man Ko, Su-Chong Joo)....Pages 550-556 An Educational Data Mining with Bayesian Networks for Analyzing Variables Affecting Parental Attachment (Euihyun Jung)....Pages 557-563 LSTM-Based Consumption Type Prediction Model (Jinah Kim, Nammee Moon)....Pages 564-567 Analytic Hierarchy Process Based Cloud Service Assessment Model Using Service Measure Index (Young-Rok Shin, DongKwan You, Eui-Nam Huh)....Pages 568-573 Design of Science App Management Tool for Computational Science Engineering Platform (Inho Jeon, Yejin Kwon, Jin Ma, Jongsuk Ruth Lee, Jerry H. Seo)....Pages 574-579 Movie Recommendation System Using k-clique and Association Rule Mining (Phonexay Vilakone, Doo-Soon Park, Khamphaphone Xinchang)....Pages 580-585 QoE Unfairness in Dynamic Adaptive Streaming over HTTP (Geun-Hyung Kim)....Pages 586-591 Interference-Aware Routing for Multi-hop Energy-Constrained Wireless Network with SWIPT (Shiming He, Kun Xie, Jin Wang, Dafang Zhang)....Pages 592-598 Developing Interactive Planning Methodology for EPC Projects (Jaehyun Choi, Hankyeom Wang)....Pages 599-605 Movie Recommendation System Using Social Network Analysis and k-Nearest Neighbor (Khamphaphone Xinchang, Doo-Soon Park, Phonexay Vilakone)....Pages 606-611 A Framework for Learning the Pricing Model of Sensing Tasks in Crowdphotographing (Fei Hao, Huijuan Guo, Doo-Soon Park)....Pages 612-617 Tensor Decomposition Based Electrical Data Recovery (Shiming He, Zhuozhou Li, Jin Wang, Kun Xie, Dafang Zhang)....Pages 618-624 Compressing Deep Neural Network (Shiming He, Zhuozhou Li, Jin Wang, Kun Xie, Dafang Zhang)....Pages 625-631 Back Matter ....Pages 633-636