The Community for Technology Leaders
2015 International Conference on Big Data and Smart Computing (BigComp) (2015)
Jeju, South Korea
Feb. 9, 2015 to Feb. 11, 2015
ISBN: 978-1-4799-7303-3
TABLE OF CONTENTS

Serving the readers of scholarly documents: A grand challenge for the introspective digital library (Abstract)

Min-Yen Kan , Web IR / NLP Group, School of Computing, National University of Singapore
pp. 249-250

Drawing on millions of biomedical journal publications to do predictive biology (Abstract)

Karin M. Verspoor , Department of Computing and Information Systems, The University of Melbourne, Melbourne, VIC 3010 Australia
pp. 251-253

Architectures for complex semantic models (Abstract)

Robert B. Allen , Department of Library and Information Science, Yonsei University, Seoul, Korea
Yoonmi Chu , Department of Library and Information Science, Yonsei University, Seoul, Korea
pp. 254-261

Distributed real-time knowledge graph serving (Abstract)

Liang He , University of Science and Technology of China, Hefei, China
Bin Shao , Microsoft Research, Beijing, China
Yatao Li , Microsoft Research, Beijing, China
Enhong Chen , University of Science and Technology of China, Hefei, China
pp. 262-265

Overview of integrative analysis methods for heterogeneous data (Abstract)

Jaya Thomas , Department of Computer Science, State University of New York, Korea, Incheon 406-840, Korea
Lee Sael , Department of Computer Science, State University of New York, Korea, Incheon 406-840, Korea
pp. 266-270

Scalable graph exploration and visualization: Sensemaking challenges and opportunities (Abstract)

Robert Pienta , Georgia Institute of Technology
James Abello , Rutgers University
Minsuk Kahng , Georgia Institute of Technology
Duen Horng Chau , Georgia Institute of Technology
pp. 271-278

Robust network construction against intentional attacks (Abstract)

Hui Wang , Shanghai University of Electric Power, Shanghai, China
Wanyun Cui , School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China
Yanghua Xiao , School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China
Hanghang Tong , Arizona State University, USA
pp. 279-286

Mind your Ps and Vs: A perspective on the challenges of big data management and privacy concerns (Abstract)

Divyakant Agrawal , Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106 USA
Amr El Abbadi , Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106 USA
Vaibhav Arora , Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106 USA
Ceren Budak , Microsoft Research
Theodore Georgiou , Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106 USA
Hatem A. Mahmoud , Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106 USA
Faisal Nawab , Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106 USA
Cetin Sahin , Department of Computer Science, University of California, Santa Barbara, Santa Barbara, CA 93106 USA
Shiyuan Wang , Google
pp. 1-6

Scalable OWL-Horst ontology reasoning using SPARK (Abstract)

Je-Min Kim , School of Computing, Soongsil University, SSU, Seoul, Korea
Young-Tack Park , School of Computing, Soongsil University, SSU, Seoul, Korea
pp. 79-86

A hierarchical CRT-based user access control scheme using resource set tree on the cloud system (Abstract)

Seungtae Hong , Chonbuk National University, Jeonju, Republic of Korea
Hyeong-Il Kim , Chonbuk National University, Jeonju, Republic of Korea
TaeHoon Kim , Chonbuk National University, Jeonju, Republic of Korea
Jae-Woo Chang , Chonbuk National University, Jeonju, Republic of Korea
pp. 87-94

MRDataCube: Data cube computation using MapReduce (Abstract)

Suan Lee , Department of Computer Science, Kangwon National University, 192-1 Hyoja-dong, Chuncheon, Kangwon, Korea
Sunhwa Jo , Department of Computer Science, Kangwon National University, 192-1 Hyoja-dong, Chuncheon, Kangwon, Korea
Jinho Kim , Department of Computer Science, Kangwon National University, 192-1 Hyoja-dong, Chuncheon, Kangwon, Korea
pp. 95-102

Exploring concept graphs for biomedical literature mining (Abstract)

Min Song , Department of Library and Information Science, Yonsei University, Seoul, South Korea
pp. 103-110

Providing QoS through host controlled flash SSD garbage collection and multiple SSDs (Abstract)

Woong Shin , Dept. of Computer Science and Engineering, Seoul National University, Seoul, South Korea
Myeongcheol Kim , Dept. of Computer Science and Engineering, Seoul National University, Seoul, South Korea
Kyudong Kim , Samsung Electronics Co., Ltd. Hwasung, South Korea
Heon Y. Yeom , Dept. of Computer Science and Engineering, Seoul National University, Seoul, South Korea
pp. 111-117

Promptly pinpointing mobile RFID tags for large-scale Internet-of-Things (Abstract)

Taekyung Kim , Network Research Lab., Dept. of Computer Science and Engineering, Korea University, Seoul, Republic of Korea
Chenglong Shao , Network Research Lab., Dept. of Computer Science and Engineering, Korea University, Seoul, Republic of Korea
Wonjun Lee , Network Research Lab., Dept. of Computer Science and Engineering, Korea University, Seoul, Republic of Korea
pp. 118-123

ePF-DASH: Energy-efficient prefetching based dynamic adaptive streaming over HTTP (Abstract)

Seohyang Kim , Dept. of Computer Science, Seoul National University, Seoul, Republic of Korea
Hayoung Oh , Dept. of Electrical Engineering, Soongsil University, Seoul, Republic of Korea
Chongkwon Kim , Dept. of Computer Science, Seoul National University, Seoul, Republic of Korea
pp. 124-129

Fast index construction for distortion-free subsequence matching in time-series databases (Abstract)

Myeong-Seon Gil , Dept. of Computer Science, Kangwon National University, Chuncheon, Gangwon, Korea
Bum-Soo Kim , Instute of Telecommunication and Information, Kangwon National University, Chuncheon, Gangwon, Korea
Mi-Jung Choi , Dept. of Computer Science, Kangwon National University, Chuncheon, Gangwon, Korea
Yang-Sae Moon , Dept. of Computer Science, Kangwon National University, Chuncheon, Gangwon, Korea
pp. 130-135

Partial denoising boundary image matching using time-series matching techniques (Abstract)

Bum-Soo Kim , Instute of Telecommunication and Information, Kangwon National University, 192-1, Hyoja2-Dong, Chunchon, Kangwon 200-701, Korea
Myeong-Seon Gil , Department of Computer Science, Kangwon National University, 192-1, Hyoja2-Dong, Chunchon, Kangwon 200-701, Korea
Mi-Jung Choi , Department of Computer Science, Kangwon National University, 192-1, Hyoja2-Dong, Chunchon, Kangwon 200-701, Korea
Yang-Sae Moon , Department of Computer Science, Kangwon National University, 192-1, Hyoja2-Dong, Chunchon, Kangwon 200-701, Korea
pp. 136-141

Selfish replica allocation in a mobile ad hoc network with data update (Abstract)

Byung-Gul Ryu , Department of Computer Science and Engineering, Korea University, Seoul, Korea
Woo-Jong Ryu , Department of Computer Science and Engineering, Korea University, Seoul, Korea
Yong-Ku Lee , Department of Computer Science and Engineering, Korea University, Seoul, Korea
SangKeun Lee , Department of Computer Science and Engineering, Korea University, Seoul, Korea
pp. 142-149

Rateless code based reliable multicast for data distribution service (Abstract)

Kyu-haeng Lee , Dept. of CSE, Seoul National University, 151-744, Seoul, Korea
Chong-kwon Kim , Dept. of CSE, Seoul National University, 151-744, Seoul, Korea
Soo-Hyung Lee , Embedded SW Research Department, Electronics Telecommunications Research Institute, 161 Gajeong-dong, Yuseong-gu, Daejeon, 305-700, Korea
Won-tae Kim , Embedded SW Research Department, Electronics Telecommunications Research Institute, 161 Gajeong-dong, Yuseong-gu, Daejeon, 305-700, Korea
pp. 150-156

An expert search scheme using user activities and reliabilities in social networks (Abstract)

Kyoungsoo Bok , School of Information and Communication Engineering, Chungbuk National University, 52 Naesudong-ro, Seowon-gu, Chengju, Chungbuk, Korea
Inbae Jeon , School of Information and Communication Engineering, Chungbuk National University, 52 Naesudong-ro, Seowon-gu, Chengju, Chungbuk, Korea
Jongtae Lim , School of Information and Communication Engineering, Chungbuk National University, 52 Naesudong-ro, Seowon-gu, Chengju, Chungbuk, Korea
Jaesoo Yoo , School of Information and Communication Engineering, Chungbuk National University, 52 Naesudong-ro, Seowon-gu, Chengju, Chungbuk, Korea
pp. 157-161

Detection of POI boundaries through geographical topics (Abstract)

Thanh-Hieu Bui , Kyungpook National University, Daegu, Korea
Yong-Jin Han , Kyungpook National University, Daegu, Korea
Seong-Bae Park , Kyungpook National University, Daegu, Korea
Se-Young Park , Kyungpook National University, Daegu, Korea
pp. 162-169

Substitutive skeleton fusion for human action recognition (Abstract)

Nur Aziza Azis , Computer Science Department, KAIST, Daejeon, Republic of Korea
Ho-Jin Choi , Computer Science Department, KAIST, Daejeon, Republic of Korea
Youssef Iraqi , ECE Department, Khalifa University, Abu Dhabi, United Arab Emirates
pp. 170-177

Discovering large subsets with high quality partitions in real world graphs (Abstract)

Yongsub Lim , Department of Computer Science, KAIST
Won-Jo Lee , Department of Computer Science, KAIST
Ho-Jin Choi , Department of Computer Science, KAIST
U Kang , Department of Computer Science, KAIST
pp. 186-193

Semi-supervised microblog sentiment analysis using social relation and text similarity (Abstract)

Tao-Jian Lu , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China
pp. 194-201

A data encryption scheme and GPU-based query processing algorithm for spatial data outsourcing (Abstract)

Min Yoon , Dept. of Computer Engineering, Chonbuk National University, Jeonju, Republic of Korea
Ahra Cho , Dept. of Computer Engineering, Chonbuk National University, Jeonju, Republic of Korea
Miyoung Jang , Dept. of Computer Engineering, Chonbuk National University, Jeonju, Republic of Korea
Jae-Woo Chang , Dept. of Computer Engineering, Chonbuk National University, Jeonju, Republic of Korea
pp. 202-209

AppTrends: A graph-based mobile app recommendation system using usage history (Abstract)

Donghwan Bae , Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
Keejun Han , Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
Juneyoung Park , Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
Mun. Y. Yi , Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
pp. 210-216

An extension of topic models for text classification: A term weighting approach (Abstract)

Seonggyu Lee , Division of Web Science and Technology, KAIST Daejeon, South Korea
Jinho Kim , Division of Web Science and Technology, KAIST Daejeon, South Korea
Sung-Hyon Myaeng , Division of Web Science and Technology, Department of Computer Science, KAIST, Daejeon, South Korea
pp. 217-224

Adaptive and multiple interest-aware user profiles for personalized search in folksonomy: A simple but effective graph-based profiling model (Abstract)

Keejun Han , Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
Juneyoung Park , Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
Mun. Y. Yi , Department of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
pp. 225-231

Analysis of anti-cancer cytokines by Apriori algorithm, decision tree, and SVM (Abstract)

Yoohyeon Cho , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS, Yong-in, Republic of Korea
Yeahji Ahn , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS, Yong-in, Republic of Korea
Subin Yoon , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS, Yong-in, Republic of Korea
Jinwon Kwon , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS, Yong-in, Republic of Korea
Taeseon Yoon , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS, Yong-in, Republic of Korea
pp. 232-237

Example-based chat-oriented dialogue system with personalized long-term memory (Abstract)

Jeesoo Bang , Pohang University of Science and Technology
Hyungjong Noh , Pohang University of Science and Technology
Yonghee Kim , Pohang University of Science and Technology
Gary Geunbae Lee , Pohang University of Science and Technology
pp. 238-243

Big Data service engine (BISE): Integration of Big Data technologies for human centric wellness data (Abstract)

Muhammad Idris , Department of Computer Engineering, Kyung Hee University, South Korea
Shujaat Hussain , Department of Computer Engineering, Kyung Hee University, South Korea
Mahmood Ahmad , Department of Computer Engineering, Kyung Hee University, South Korea
Sungyoung Lee , Department of Computer Engineering, Kyung Hee University, South Korea
pp. 244-248

Fast and space-efficient defense against jump-oriented programming attacks (Abstract)

Jeehong Kim , College of Information and Communication, Sungkyunkwan University, Suwon, Korea
Young Ik Eom , College of Information and Communication, Sungkyunkwan University, Suwon, Korea
pp. 7-10

Tensor decomposition of Toeplitz Jacket matrices for big data processing (Abstract)

Jun Li , Department of Electronics and Information Engineering, Chonbuk National University, South Korea
Yier Yan , School of Mechanical and Electrical Engineering, Guangzhou University, China
Wei Duan , Department of Electronics and Information Engineering, Chonbuk National University, South Korea
Sangseob Song , Department of Electronics and Information Engineering, Chonbuk National University, South Korea
Moon Ho Lee , Department of Electronics and Information Engineering, Chonbuk National University, South Korea
pp. 11-14

Mobile user verification/identification using statistical mobility profile (Abstract)

Miao Lin , Data Analytics Department, Institute for Infocomm Research, A∗STAR, Singapore
Hong Cao , Data Analytics Department, Institute for Infocomm Research, A∗STAR, Singapore
Vincent Zheng , Advanced Digital Sciences Center, University of Illinois at Urbana Champaign, Singapore
Kevin C. Chang , Advanced Digital Sciences Center, University of Illinois at Urbana Champaign, Singapore
Shonali Krishnaswamy , Data Analytics Department, Institute for Infocomm Research, A∗STAR, Singapore
pp. 15-18

Analysis of genetic relationship of M81 and B95-in Epstein-Barr Virus: Comparison of M81 and B95-8 by using Apriori algorithm, decision tree, and support vector machine (Abstract)

Subin Yoon , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS Yongin, South Korea
Jinwon Kwon , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS Yongin, South Korea
Junhong Won , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS Yongin, South Korea
Chaewon Ham , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS Yongin, South Korea
Taeseon Yoon , Department of Natural Science, Hankuk Academy of Foreign Studies, HAFS Yongin, South Korea
pp. 19-22

Keyword question answering system with report generation for linked data (Abstract)

Sangdo Han , Pohang University of Science and Technology
Hyosup Shim , Pohang University of Science and Technology
Byungsoo Kim , Pohang University of Science and Technology
Seonyeong Park , Pohang University of Science and Technology
Seonghan Ryu , Pohang University of Science and Technology
Gary Geunbae Lee , Pohang University of Science and Technology
pp. 23-26

Relationship between class order and parameter approximation in unsupervised learning (Abstract)

Young-Seob Jeong , Department of Computer Science, KAIST, 291 Daehak-ro, Yuseong-gu, Daejeon 305-701, South Korea
GiRyong Choi , Department of Computer Science, KAIST, 291 Daehak-ro, Yuseong-gu, Daejeon 305-701, South Korea
Ho-Jin Choi , Department of Computer Science, KAIST, 291 Daehak-ro, Yuseong-gu, Daejeon 305-701, South Korea
Youssef Iraqi , Khalifa University, Sharjah, United Arab Emirates
pp. 27-30

Distributed scalable RDFS reasoning (Abstract)

Batselem Jagvaral , Computer Science Department, Soongsil University, Seoul, South Korea
Young-Tack Park , Computer Science Department, Soongsil University, Seoul, South Korea
pp. 31-34

Paraphrase generation based on lexical knowledge and features for a natural language question answering system (Abstract)

Kyo-Joong Oh , Dept. of Computer Science, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
Ho-Jin Choi , Dept. of Computer Science, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
Gahgene Gweon , Dept. of Knowledge Service Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
Jeong Heo , Knowledge Mining Team, Electronics and Telecommunications Research Institute (ETRI), Daejeon, Republic of Korea
Pum-Mo Ryu , Knowledge Mining Team, Electronics and Telecommunications Research Institute (ETRI), Daejeon, Republic of Korea
pp. 35-38

Sentiment analysis of real-life situations using location, people and time as contextual features (Abstract)

Hyo Jin Do , Dept. of Computer Science, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
Ho-Jin Choi , Dept. of Computer Science, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
pp. 39-42

An extension of the automatic cross-association method with a 3-dimensional matrix (Abstract)

Won-Jo Lee , Department of Computer Science, Korea Advanced Institute of Science and Technology (KAIST) 291 Daehak-ro, Yuseong-gu, Daejeon, Republic of Korea
Chae-Gyun Lim , Department of Computer Science, Korea Advanced Institute of Science and Technology (KAIST) 291 Daehak-ro, Yuseong-gu, Daejeon, Republic of Korea
U Kang , Department of Computer Science, Korea Advanced Institute of Science and Technology (KAIST) 291 Daehak-ro, Yuseong-gu, Daejeon, Republic of Korea
Ho-Jin Choi , Department of Computer Science, Korea Advanced Institute of Science and Technology (KAIST) 291 Daehak-ro, Yuseong-gu, Daejeon, Republic of Korea
pp. 43-46

Triangle counting in networks using a multi-level branching technique (Abstract)

Jungeun Kim , Department of Knowledge Service Engineering, KAIST, Daejeon, Republic of Korea
Minseo Kang , Department of Knowledge Service Engineering, KAIST, Daejeon, Republic of Korea
Sungsu Lim , Department of Knowledge Service Engineering, KAIST, Daejeon, Republic of Korea
Jae-Gil Lee , Department of Knowledge Service Engineering, KAIST, Daejeon, Republic of Korea
pp. 47-50

Suggesting biomedical topics for unseen research articles based on MeSH descriptors (Abstract)

Chae-Gyun Lim , Dept. of Computer Engineering, Kyung Hee University 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Korea
Byeong-Soo Jeong , Dept. of Computer Engineering, Kyung Hee University 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Korea
Ho-Jin Choi , Dept. of Computer Science, KAIST, 291 Daehak-ro, Yuseong-gu, Daejeon 305-701, Korea
pp. 51-54

SFA-based cloud federation monitoring system for integrating physical resources (Abstract)

Seunghyun Seo , Center for Social Media Cloud Research Center Department of Internet & Multimedia Engineering, Konkuk University, Seoul, Korea
Myoungjin Kim , Center for Social Media Cloud Research Center Department of Internet & Multimedia Engineering, Konkuk University, Seoul, Korea
Yun Cui , Center for Social Media Cloud Research Center Department of Internet & Multimedia Engineering, Konkuk University, Seoul, Korea
Seungbum Seo , Center for Social Media Cloud Research Center Department of Internet & Multimedia Engineering, Konkuk University, Seoul, Korea
Hanku Lee , Center for Social Media Cloud Research Center Department of Internet & Multimedia Engineering, Konkuk University, Seoul, Korea
pp. 55-58

A game theoretic approach for collaborative caching techniques in privacy preserving location-based services (Abstract)

Kangsoo Jung , Dept. Computer Engineering Sogang University Seoul, Korea
Seongyong Jo , Dept. Computer Engineering Sogang University Seoul, Korea
Seog Park , Dept. Computer Engineering Sogang University Seoul, Korea
pp. 59-62

Analysis of DFNA5's three distinct mutations by Apriori, decision tree (Abstract)

Kyoungmin Kim , Department of International, Hankuk Academy of Foreign Studies (HAFS), Yongin, South Korea
Jaehoon Sung , Department of International, Hankuk Academy of Foreign Studies (HAFS), Yongin, South Korea
Seokyoon Chang , Department of International, Hankuk Academy of Foreign Studies (HAFS), Yongin, South Korea
Taeseon Yoon , Department of International, Hankuk Academy of Foreign Studies (HAFS), Yongin, South Korea
pp. 63-66

A graphical administration tool for managing cloud storage system (Abstract)

Jaeyong Choi , Kangwon National University computer Science Chuncheon Hyeja-dong 192-1
Suan Lee , Kangwon National University, computer Science Chuncheon Hyeja-dong 192-1
Sangwon Kang , KT Space Team Seoul Jongno-gu
Jinho Kim , Kangwon National University, computer Science Chuncheon Hyeja-dong 192-1
pp. 67-70

Efficient stereo rendering of large 3D datasets based on binocular suppression (Abstract)

Il-Kyu Shin , Department of Computer Science and Engineering, Sejong University, Seoul, Korea
Hyeon-Joong Kim , Department of Computer Science and Engineering, Sejong University, Seoul, Korea
Soo-Mi Choi , Department of Computer Science and Engineering, Sejong University, Seoul, Korea
Seon-Min Rhee , Samsung Advanced Institute of Technology, Suwon, Korea
pp. 71-74

Introducing decision support for smart mobile health behavior change applications (Abstract)

Rita Kukafka , Department of Biomedical Informatics, Columbia University, New York, USA
In Cheol Jeong , Chronic Disease Informatics Program, Johns Hopkins University, Baltimore, USA
Joseph Finkelstein , Chronic Disease Informatics Program, Johns Hopkins University, Baltimore, USA
pp. 75-78
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