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BigDAS 2015: Jeju Island, Korea
- Carson K. Leung, Aziz Nasridinov, Jongsup Choi, Sun Hwa Han, Joo-Yeoun Lee, Taeho Park, Yoo-Sung Kim, Young-Koo Lee:
Proceedings of the 2015 International Conference on Big Data Applications and Services, BigDAS '15, Jeju Island, Republic of Korea, October 20-23, 2015. ACM 2015, ISBN 978-1-4503-3846-2
Invited Papers
- Carson K. Leung
:
Big Data Mining Applications and Services. 1-8 - Mukesh K. Mohania:
Big Data Processing Flow. 9 - Ming Zhou, Menglin Cao, Taeho Park, Jae-Ho Pyeon:
Clarifying Big Data: The Concept and Its Applications. 10-13 - Masatoshi Yoshikawa:
Stress Prediction, Social Routing, and Privacy Protection for Pedestrians. 14-15
Full Papers
- Doyeon Kim, Sanghyun Choi:
A Bigdata Driven Prediction Model for Share Rating of Drama. 16-21 - Wonhee Cho
A GPS Trajectory Map-Matching Mechanism with DTG Big Data on the HBase System. 22-29 - Kaaen Kwon, Chi-Hwan Choi, Ji-Hyeon Lee, Jisoo Jeong, Wan-Sup Cho:
A graph based representative keywords extraction model from news articles. 30-36 - Hai T. Mai, Young-Chan Kim:
A Novel Pattern Search Engine for Time Series Supporting Dynamic Expected Patterns within a Short Period of Time. 37-44 - Ah Cho, Kyung-Hee Lee, Hyeon-Jin Song, Uram Jeong, Chi-Hwan Choi, Wan-Sup Cho:
Analysis of Bus Passenger's movement patterns using LDA technique. 45-50 - Ji-Hyeong Han, Rockwon Kim, Su-Young Chi:
Applications of Machine Learning Algorithms to Predictive Manufacturing: Trends and Application of Tool Wear Compensation Parameter Recommendation. 51-57 - M. Mazhar Rathore, Awais Ahmad, Anand Paul
Big Data and Internet of Things: An Asset for Urban Planning. 58-65 - Yong-Seok Seo, Hyun-Seok Yun, Seongwoo Moon, Dong-Gyou Kim, Kwang Yeom Kim:
Database Construction for Tunnel Management in Korea. 66-71 - Jooyeoun Lee, Jiwon Son, Taikyeong Jeong:
Domain Knowledge based User-friendly Design for Leading Software Industry. 72-77 - Thao Nguyen Thieu, Hyung-Jeong Yang, Sun-Hee Kim, Aran Oh:
Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals. 78-83 - Zhao Han
FIMaaS: Scalable Frequent Itemset Mining-as-a-Service on Cloud for Non-Expert Miners. 84-91 - Han-Sol Park, Jin-Hyuk Kim, Chi-Hwan Choi, Bo-Ra Jung, Kyung-Hee Lee, Su-Young Chi, Wan-Sup Cho:
In-Memory Data Grid System for Real-Time Processing of Machine Sensor Data in a Smart Factory Environment. 92-97 - Sungjin Hong, Sangho Kim, Jongsun Jang, Chi-Hwan Choi, Insun Jung, Jonghwa Na, Wan-Sup Cho, Su-Young Chi:
Performance Evaluation of Apache Spark According to the Number of Nodes using Principal Component Analysis. 98-103 - Seungwoog Jung, Seung-Ik Lee, Su-Young Chi, Hoon Choi
POI Estimation Method with Incremental Update based on Smartphones. 104-110 - Kyung Seok Ryu, Joo-Seok Park, Jae Hong Park:
The Influence of IT Investment and IT Governance on Corporate Performance of Multibusiness Firms. 111-120 - Zilong Zhao, Hogeun Yoo, Jounggi Jo, Seongryong Hong, Sunghyun Ryu, Sanghyun Choi:
The Research Trends and Comparing about the Big Data between Korea and China Using Text Mining. 121-127 - Shoko Wakamiya, Ryong Lee, Yukiko Kawai, Kazutoshi Sumiya:
Twitter-based Urban Area Characterization by Non-negative Matrix Factorization. 128-135
Short Papers
- Xuhua Rui, Mino Ku, Na-Yun Cho, Kihong Han, Hwasoo Yeo
A Freeway Crash Involvement Analysis Model based on Real-Time and Historical Traffic BigData. 136-139 - Nakhoon Baek
A Prototype Implementation of the Computer Graphics Metafile Decoding Front End. 140-143 - Hyoungkwan Cho, KwangHo Song, Yoo-Sung Kim:
A Recommendation Service Model in Copyright Management Portal System for National Research Reports. 144-147 - Young Sung Cho, Seon-Phil Jeong:
A Recommender System in u-Commerce based on a Segmentation Method. 148-150 - Jaehui Park, Suyoung Chi:
A Requirement for Traceability of Production Logs in Large-scale Shop Floor Data. 151-155 - Na-Yun Cho, Mino Ku, Xuhua Rui, Dugki Min:
An Analysis of Deployment Models of HBase-based Hadoop Platform in Virtualized Computing Environment. 156-160 - Sun-Young Ihm, Jae-Hee Hur, Soo-Bin Ou, So-Hyun Park, Yu-Jeong Song, Wu-In Jang, Young-Ho Park:
An Implementation of a Skyline Method over a Crime Dataset for Top-k Queries. 161-164 - Yongyeon Kim, Hyeon-A. Kim, Chul-Ho Shin, Kyung-Hee Lee, Chi-Hwan Choi, Wan-Sup Cho:
Analysis on the Transportation Point in Cheongju City Using Pagerank Algorithm. 165-169 - Noor Ul Amin, Kifayat-Ullah Khan, Young-Koo Lee:
Analyzing Subgraph Isomorphism on Graphs with Diverse Structural Properties. 170-174 - Seokyeon Kim
Big Data Visual Analytics System for Disease Pattern Analysis. 175-179 - Rockwon Kim, Ji-Hyeong Han, Suyoung Chi:
Data Acquisition for Control Level Automation for SMEs: Requirements and Architecture. 180-183 - Ji-Dae Kim, Su-Young Chi, Young-Wook Song, Wan-Sup Cho, Kwan-Hee Yoo:
Design Strategy for Enhancing Adoption of Manufacturing Big Data System (MBDS) in Korean Small and Medium-Sized Manufacturing Firms (SMMFs). 184-188 - Jung-Ho Um, Quang-Khai Tran, Sa-Kwang Song:
Development of disaster damage estimation system based on inductive reasoning. 189-192 - Batjargal Dolgorsuren, Waqas Nawaz
Dynamic Taxi Trip Information Management using G* System. 193-197 - Tae-Kyung Kim, Bunrong Leang:
Fast Global Alignment Technique Using Kmer-Distance and Parallelism. 198-201 - Yu Jin Jung, Yong-Ik Yoon:
Flexible Multi-Level Model for Prediction of Abnormal Behavior. 202-205 - Sung-Soo Kim, Taewhi Lee, Moonyoung Chung, Jongho Won:
Flying KIWI: Design of Approximate Query Processing Engine for Interactive Data Analytics at Scale. 206-207 - Hyunseok Ahn, DongHyun Kim, Yoo-Sung Kim:
Generating New Ground Truth Data by Editing Previous Data from Integrated Video Annotation Database. 208-212 - Justin JongSu Song, Wookey Lee:
High Recall-Low Cost Model for Patent Retrieval. 213-216 - Vasiliy Kuznetsov, Olga Yugay, Dilnoza Muslimova, Aziz Nasridinov:
Higher Education Institutions' Attractiveness: Early Warning Based on Social Media Indicators. 217-220 - Gyu Jung Lee, Byung-Muk Lim, Dong-Hee Lee, Da-Mi Ahn, Hoon Kang, Hyun-jun Sohn, Kwan-Hee Yoo:
Hybrid App Service for Managing Five Main Chronic Diseases based on Disease-Data Analysis. 221-224 - Hyeon Park, Dae-Heon Park, Eun-Ju Lee, Se-Han Kim:
Hybrid Clustering Framework for Multi-dimensional Array Data. 225-228 - Young Sung Cho, Song Chul Moon, Seon-Phil Jeong:
Learning Listener's Preference for Music Recommender System. 229-232 - Ji-hye Kim, Sang-woo Cho, Da-jeong Park, Kyung-Hee Lee, Chi-Hwan Choi, Wan-Sup Cho:
Local Festival Marketing and Application Plan for Agricultural Products by Utilizing Big Data from Online Shopping Mall. 233-236 - Min-Kyu Park, Sora Nam, Chi-Hwan Choi, Youn-Chul Shin, Wan-Sup Cho, Kyung-Hee Lee:
Performance Comparison of Real-time Spatial Data Processing: A Pivot on In-Memory Data Grid (IMDG) Technology. 237-241 - Kyeongsik Kim, Byung-Muk Lim, Ji-Dae Kim, Su-Young Chi, Wan-Sup Cho, Kwan-Hee Yoo:
Schemes for Modeling Flexible Manufacturing Processes in Big Data Environment. 242-245 - Changhyuk Im, Myeong Won Lee:
Sensor Representation in 3D Virtual Environments. 246-249 - Yoosin Kim, Taeyun Kim, Miri Park, Suna Kang, Yiseul Choi, Sanghyun Choi:
Sentiment Analysis of Consumer Opinion in Blogs: A Case Study in Ramen Market. 250-253 - Rustam Rakhimov Igorevich
Smart Car Use Case: Dynamic Reconfigurable IoT Convergence with BigData. 254-258 - Seung-Ik Lee, Seungwoog Jung, Su-Young Chi:
Structuring Mobile User Context Based on Spatio-Temporal Information. 259-263 - Yeong Hyeon Gu, Seong Joon Yoo, Zhegao Piao, Yinhe Lin, Jiangzhi Yan, Jung Hwan Park:
User Preference Analysis and Visualization through the Browser History of Smart Devices. 264-267
Poster Papers
- Min-Ho Song, Hong-Jik Moon, Nakhoon Baek
An Integrated Visualization System for Spatial Database with Real-Time Text Queries. 268-269 - Jae-Won Lee, Ji-Seong Jeong, Mihye Kim, Kwan-Hee Yoo:
Safe-Return-Home Service based on Big Data Analytics. 270-271 - Jongho Lee, Jauk Gu, Jooyeoun Lee:
A scheme and study of establishing FEMS through the virtual manufacturing environment. 272-274 - Choong-Nyoung Seon, Min-Hee Cho, Sungho Shin, Jung-Ho Um, Seungkyun Hong, Sa-Kwang Song, Hyung-Jun Yim:
A Social Network Service-based Disaster-Detection Technique through Content-based Location Extraction. 275-276 - Min-Ho Song, Ji-Sung Jung, Mihye Kim, Sangho Lee, Sung Soo Choi, Eun-Suk Choi, Doung Chankhihort, Kwan-Hee Yoo:
An Ontology Navigation System for 3D Spinal Model. 277-279 - Yan-Ling Piao, Ki-Chul Kwon, Nam Kim:
Computer-generated holograms using stereo disparity with block-matching algorithm. 280-281 - Kye Kyung Kim, Sangseung Kang, Suyoung Chi, Jaehong Kim, Jinho Kim:
Disguised Face Identification Using Face Graph and SVM Classifier. 282-283 - Min-Hwan Ok, Hyun-seung Jung:
Graphical-Information Central of Composite Analysis on Big Sensor-Data of Engineering Inspection. 284-286 - Yu Zhao, Ki-Chul Kwon, Yan-Ling Piao, Kwan-Hee Yoo, Nam Kim:
Hologram generation for a real object from depth camera using polygon-based method. 287-288 - Saydiolim Ganiev, Aziz Nasridinov, Jeong-Yong Byun:
Limitations of Skyline Algorithms. 289-290 - Chia-Chuan Chuang:
MapReduce Accounting System Integrated with High-Performance Computing Infrastructure. 291-293 - Min-Hee Cho, Choong-Nyoung Seon, Sungho Shin, Jung-Ho Um, Seungkyun Hong, Sa-Kwang Song, Hyung-Jun Yim:
Marketing Strategy Support System for Small Businesses. 294-295 - Sangseung Kang, Kye Kyung Kim, Suyoung Chi:
Multimodal Data Fusion and Intention Recognition for Horse Riding Simulators. 296-297
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