ACM IMCOM 2017, January 5–7 Beppu, Japan Conference Program

| Hosted by | | Sponsored by |

Association for Computing Machinery (ACM) ACM SIGAPP Sungkyunkwan University (SKKU), Korea Universiti Kuala Lumpur, Malaysia ACM IMCOM 2017

초대의 글

ACM Special Interest Group on Applied Computing (SIGAPP)가 후원하고 성균관대와 말 레 이 시 아 UniKL 이 주관하는 제 11 회 IMCOM (International Conference on Ubiquitous Information Management and Communication)가 2017년 1월 5일(목)부터 7일(토)까지 일본인들이 가장 사랑하는 최고의 온천도시 벳부에서 일본 측 학자들의 큰 성원을 받으며 개최됩니다. 미래사회에서는 인간, 컴퓨터, 사물 간의 상호작용을 위한 새로운 패러다임 생성, 라이프로그의 활용, 컴패니언 디바이스의 역할, 특성, 맞춤 등 그에 따른 변화를 요구합니다. ACM IMCOM 2017에서는 컴패니언 IoT의 시대를 준비하며 새로운 패러다임에 기여하는 학술 교류 및 전문 지식의 전파를 위해서 세계 최고 수준의 전문가들을 모시고 미래부/IITP G-ITRC의 틀 안에서 심도있는 토론의 장을 마련하고자 합니다.

ACM IMCOM 2017는 SCOPUS와 EI에 등재되어 있어 국제학술대회로서의 높은 권위를 유지하고 있습니다. 금년에는 20개국, 국내외 50개 이상의 기관에서 총 366편의 논문을 제출하였고, 그 중 113편의 논문이 선정되었으며, 수준 높은 학술 교류를 위해 세 분의 기조강연자를 모셨습니다. 빅데이터 및 데이터베이스의 권위자인 일본 University of Tsukuba의 Hiroyuki Kitagawa 교수님, HCI, 컴패니온쉽 분야의 명망 높은 한국 연세대 김진우 교수님, IoT UX분야의 전문가이자 현재 연구가 매우 활발한 한국 중앙대 신동희 교수님을 초청하였습니다. 열띤 토론과 학술정보의 교환은 물론 폭넓은 친교를 통해 성대한 만남의 장과 성공적인 학술회의가 이루어질 수 있도록 부디 적극 참석하셔서 본 학술회의를 더욱 빛내 주시길 부탁드립니다. 또한 학술대회 행사 중 겨울바다와 따뜻한 온천체험, 고요하고 평온한 풍광을 함께 감상하시고 휴식을 통해서 한 해를 새롭게 맞는 재충전의 기회로 활용하시기 바랍니다.

대한민국 성균관대에서 2006년 기획되어 2007년부터 시작된 작은 학술회의가 이제 매년 300편 이상의 논문이 제출되고 서로 아끼며 주목하는 세계수준의 학술회의로 자리 잡았습니다. 많은 분들께서 노력해 주심으로 인해 미국과 유럽 중심의 저명한 국제학술회의와 어깨를 견줄 정도로 발전하고 있음에 진심으로 감사드립니다. 모두의 노력과 희생이 헛되지 않도록 아시아-태평양 지역에서 더욱 성실하게 성장하는 학술회의가 되도록 운영진 모두가 최선의 노력을 다하겠습니다.

여러분의 가정에 항상 평화가 있으시길 기원합니다.

성균관대 정보통신대학장 전 병 우 ACM IMCOM 2017 학회장 이 석 한 성균관대 소프트웨어대학장 엄 영 익 Lajos Hanzo Roslan Ismail 프로그램위원장 김 동 수 김 상 욱 운영위원장 추 현 승 Alexey S. Rodionov

http://www.IMCOM.org ACM IMCOM 2017

Contents

1. Message from General Co-Chairs ...... 02

2. Message from Program Co-Chairs ...... 03

3. Organizing and Program Committees ...... 04

4. Program at a Glance ...... 05

5. Keynote Speakers ...... 07

6. Conference Program ...... 09

7. Maps ...... 24

8. Social Hangout ...... 25

9. Conference Banquet ...... 26

10. Travel Information ...... 27

11. Memo ...... 36

http://www.IMCOM.org ACM IMCOM 2017

Message from General Co-Chairs

On behalf of the organizing committee, we welcome you to Beppu, Japan, a beautiful coastal city in world renowned Oita prefecture, for the 11th International Conference on Ubiquitous Information Management and Communication sponsored by ACM (ACM IMCOM 2017). We are very fortunate and honored to have renowned people of their respective fields gathering here getting involved in the process of submitting papers, chairing sessions, reviewing papers, and organizing the conference.

Over the years IMCOM has evolved into a distinguished conference in Asia Pacific region. Behind this success, is the hardship of many committee members who have devoted their precious time to promote and advertise IMCOM pole to pole. The conference is an amalgam of high-quality submissions Suk-Han Lee brought forward by thorough research to meet the high standard required, as Sungkyunkwan University of in today’s world. Korea On the occasion of 11th conference of the IMCOM series, we proudly present you with terrific technical and social programs. 3 days of technical programs are carefully designed to cover encyclopedic diversity, inspiration and technicality. Your active participation in the sessions will be awarded with precious yet timely messages you can take home from the two keynote and two invited speeches by high-profile speakers.

That’s not it! Meanwhile your stay here in Beppu can also be a great source of recreation. Beppu is one of the most famous hot spring resorts in Japan. The city is blessed by as many as eight different springs. Together they produce more hot spring water than any other onsen resort in the country. What sets Beppu apart from other onsen resorts is its wide range of bath types that can Lajos Hanzo be enjoyed there. Surroundings of Beppu are filled with natural peace and University of Southampton beauty which includes lakes, hills, plateau and gardens. We believe you will United Kingdom make unforgettable memories here.

Again, we would like to express our sincere gratitude to the committee members’ and referees’ contributions in this event. Our special thanks are due to Profs. Toyohide Watanabe and Taketoshi Ushiama: the Japanese Conference Organizers, Profs. Dongsoo S. Kim and Sang-Wook Kim: the Program Committee Co-Chairs, Profs. KC Keecheon Kim, Samratul Janin Sidal and Sang Yep Nam: the Local Arrangement Co-Chairs, Profs. Hyunseung Choo and Azliana Mohamed: the Treasurer and Operation Co-Chairs, and all other Chairs. Last but not least, we appreciate the support from international and domestic partnerships for this event, that is, the partnerships between Sungkyunkwan University, Korea, and Universiti Kuala Lumpur, Malaysia. Roslan Ismail We wish your participation in ACM IMCOM 2017 being a memorable one with Universiti Kuala Lumpur both valuable technical exchanges and wonderful cultural and outdoor Malaysia experiences in Beppu.

Suk-Han Lee Lajos Hanzo Roslan Ismail General Co-Chairs ACM IMCOM 2017

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Message from Program Co-Chairs

Welcome to the 11th International Conference on Ubiquitous Information Management and Communication (IMCOM) 2017. This year venue perfectly matches the diversity of this conference by presenting its own rich diversity in picturesque scenery, history and culture.

The ACM IMCOM 2017 aims to provide a platform for promoting new visionary approaches and interdisciplinary researches. New evolving technology and novel ideas on the horizon, in the areas of information management, communication technologies and their implications for social interaction, lays the firm foundation of the conference. The conference has served as the most vital platforms for researchers and developers to exchange innovative ideas, information and significant research achievements; and provides a unique opportunity in which both technology and social science meet. Two main tracks Dongsoo S. Kim for information processing management and communication will be held, Indiana University covering both research and application works of information management, USA intelligent information processing, interaction management, networking /telecommunications, and social interaction.

This year's conference contains 3 outstanding speeches from distinguished keynote speakers, 12 oral sessions, 6 poster sessions, and 2 short sessions. This year's review process was very competitive and rigorous, which resulted in a very strong and pivotal conference program. We received 366 submissions from many countries around the world. As a result of a neat, careful and strict review process, we selected 113 papers to be presented in the oral and poster sessions (30.87% acceptance rate). All of the accepted papers not only consist of novel ideas, new results, work in progress, and state-of-the-art techniques, but also provide us with the directions and stimulation for future research activities in the area of information management and communication Sang-Wook Kim technologies. Hanyang University Korea We are grateful to all of the authors, reviewers, and members of the program committee for their remarkable efforts and contributions. Without their most valued help and cooperation, the tedious task of submission handling and paper reviewing could not have been successfully accomplished. We also praise the valiant effort by session chairs who accepted our request to manage sessions of the conference.

We thank the General Co-Chairs, Suk-Han Lee, Lajos Hanzo, and Roslan Ismail for their great support and help. We also thank everyone who has contributed to the program – the authors, the reviewers, the program committee members and other organizing committee members for their splendid work.

We wish you to have a productive and enjoyable conference in Beppu, Japan. Alexey S. Rodionov Russian Academy of Sciences Russia

Dongsoo S. Kim Sang-Wook Kim Alexey S. Rodionov Program Co-Chairs ACM IMCOM 2017

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Organizing and Program Committees

Organizing Committee Sidney Fels University of British Columbia, Canada | General Co-Chairs | Angel Pasqual Del Pobil Ferre Jaume I University, Spain Suk-Han Lee Sungkyunkwan University, Korea Olivier Flauzac Universite de Reims Champagne-Ardenne, France Lajos Hanzo University of Southampton, UK Deke Guo National University of Defense Technology, China Roslan Ismail Universiti Kuala Lumpur, Malaysia Hwansoo Han Sungkyunkwan University, Korea | Program Committee Co-Chairs | Syed Faraz Hasan Massey University, New Zealand Dongsoo S. Kim Indiana University, USA Yuki Hayashi Osaka Prefecture University, Japan Sang-Wook Kim Hanyang University, Korea Choong Seon Hong Kyung Hee University, Korea Alexey S. Rodionov Russian Academy of Sciences, Russia Seil Jeon Sungkyunkwan University, Korea Byung-Seok Kang Sungkyunkwan University, Korea | Advisory Co-Chairs | Beomjin Kim Indiana University–Purdue University Fort Wayne, USA Sajal K. Das Missouri University Science & Technology, Rolla, USA Donghyun Kim North Carolina Central University, USA Susanto Rahardja Institute for Infocomm Research, Singapore Hyoungsick Kim Sungkyunkwan University, Korea Shahrulniza Musa Universiti Kuala Lumpur, Malaysia Mihui Kim Hankyong National University, Korea Jin Hyung Kim KAIST, Korea Kazuhiko Kinoshita Osaka University, Japan | Keynote Speaker Chair | Young-Bae Ko Ajou University, Korea Masato Oguchi Ochanomizu University, Japan C.-C. Jay Kuo University of Southern California, USA | Publicity Co-Chairs | Tei-Wei Kuo National Taiwan University, Taiwan Toyohide Watanabe Nagoya Industrial Science Research Bellatreche Ladjel ENSMA, France Institute, Japan GueeSang Lee Chonnam National University, Korea Safurah A. Jalil & Eiad Yafi Universiti Kuala Lumpur, Malaysia Jae Young Lee Boston University, USA Shangguang Wang Beijing University of Posts & Telecomm., China Jee-Hyong Lee Sungkyunkwan University, Korea Wei Yao Institute for Infocomm Research, Singapore Jinkyu Lee Sungkyunkwan University, Korea Kwan Min Lee University of Southern California, USA | Poster Chair| Sang-goo Lee Seoul National University, Korea Gary Geunbae Lee POSTEC, Korea Tae-Jin Lee Sungkyunkwan University, Korea Amna Saad Universiti Kuala Lumpur, Malaysia Wonjun Lee Korea University, Korea | Registration Chair | Dan Li Tsinghua University, China Eui-Nam Huh Kyung Hee University, Korea Deying Li Renmin University, China KangWoo Lee Sungkyunkwan University, Korea Xianyue Li Lanzhou University, China | Local Arrangements Co-Chairs | Huan Li Beihang University, China Taketoshi Ushiama Kyushu University, Japan Fangming Liu Huazhong University of Science Technology, China Samratul Janin Sidal Universiti Kuala Lumpur, Malaysia Qiang Ma Kyoto University, Japan Sang Yep Nam Kookje University, Korea Masahiro Mambo Kanazawa University, Japan KC Keecheon Kim Konkuk University, Korea Yoshifumi Masunaga Aoyama Gakuin University, Japan Manki Min South Dakota State University, USA | Treasurer & Conference Operation Co-Chairs | Naoto Mukai Sugiyama Jogakuen University, Japan Hyunseung Choo Sungkyunkwan University, Korea Tutomu Murase NEC Corporation, Japan Azliana Mohamed Universiti Kuala Lumpur, Malaysia Matt W. Mutka Michigan State University, USA | Sponsorship Co-Chairs | In Seop Na Chonnam National University, Korea Suhaili Din Universiti Kuala Lumpur, Malaysia Naomi Nagata Shizuoka Sangyo University, Japan | Event Co-Chairs | Anh Tuan Nguyen University of Information Technology, Vietnam Kim De Silva Universiti Kuala Lumpur, Malaysia Huu Thanh Nguyen Hanoi University of Technology, Vietnam Van Duc Nguyen Hanoi University of Technology, Vietnam | Special Session Co-Chairs | Pavan S. Nuggehalli Indian Institute of Technology, India Vyacheslav Zalyubovski Sobolev Institute of Mathematics, Russia Tomohiro Ohno Nagoya University, Japan Lekha Chaisorn National University of Singapore, Singapore Heejin Park Hanyang University, Korea | Partner University Co-Chairs | The Bao Pham University of Science, Vietnam Xiaofeng Gao Shanghai Jiao Tong University, China Cristina M. Pinotti University of Perugia, Italy Jun Feng Hohai University, China Wenny Rahayu La Trobe University, Australia | Journal Co-Chairs | Minsoo Ryu Hanyang Univeristy, Korea Minho Jo Korea University, Korea Kouichi Sakurai Kyushu University, Japan Dong In Kim Sungkyunkwan University, Korea Aimin Sang NEC Laboratory, USA Sungyoung Lee Kyung Hee University, Korea Navrati Saxena Sungkyunkwan University, Korea Winston Seah Victoria University of Wellington, New Zealand Program Committee Vladimir Shakhov ICMMG SB RAS, Russia Nazim Agoulmine University of Evry, France Dongkun Shin Sungkyunkwan University, Korea Nilanjan Banerjee IBM, India Yeong-Tae Song Towson University, USA Andrea Bianchi KAIST, Korea S. Shyam Sundar Pennsylvania State University, USA Frank Biocca Syracuse University, USA Dan-keun Sung KAIST, Korea Jit Biswas National University of Singapore, Singapore David Taniar Monash University, Australia Hyeran Byun Yonsei University, Korea Fumio Teraoka Keio University, Japan Jaehyuk Cha Hanyang University, Korea Nam Thoai Ho Chi Minh University of Technology, Vietnam Mainak Chatterjee University of Central Florida, USA Khurram Toor Sungkyunkwan University, Korea Asmatullah Chaudhry PINSTECH, Pakistan Trung Dung Tran University of Science, Vietnam Kwang-Chen Chen National Taiwan University, Taiwan Ryuya Uda Tokyo University of Technology, Japan Hwan-Gue Cho Pusan National University, Korea Shahrokh Valaee University of Toronto, Canada Sung-Bae Cho Yonsei University, Korea Duc Lung Vu University of Information Technology, Vietnam Hyung Jin Choi Sungkyunkwan University, Korea Koichiro Wakasugi Kyoto Institute of Technology, Japan Seongsook Choi University of Warwick, UK Qianxiang Wang Peking University, China Yong Suk Choi Hanyang University, Korea Wei Wang Xi’an Jiaotong University, China Wook Choi Samsung Electronics, Korea Dongho Won Sungkyunkwan University, Korea Robson Cordeiro Sao Paulo University, Brazil Fan Wu Shanghai Jiao Tong University, China Tran Khanh Dang Ho Chi Minh University of Technology, Vietnam Kai Xin University of Science and Technology, China Alok K. Das Jadavpur University, India Saneyasu Yamaguchi Kogakuin University, Japan Ding Zhu Du University of Texas at Dallas, USA Chung-Huang Yang National Kaohsiung Normal University, Taiwan Hongwei Du Harbin Institute of Technology, China Haruo Yokota Tokyo Institute of Technology, Japan Thang Le-Duc Sungkyunkwan University, Korea Seong-Moo Yoo University of Alabama in Huntsville, USA Duc-Tai Le Sungkyunkwan University, Korea Jiangsheng Yu Peking University, China Young Ik Eom Sungkyunkwan University, Korea Cangzhou Yuan Beihang University, China Hiroshi Esaki The University of Tokyo, Japan Yan Zhang Harbin Institute of Technology, China Adil I. Erzin Sobolev Institute of Mathematics, Russia Xiangliang Zhang King Abdullah University, Saudi Arabia Huachun Zhou Beijing Jiaotong University, China 04 http://www.IMCOM.org ACM IMCOM 2017

Program at a Glance (Updated)

| January 05, 2017 (Thursday) |

Room 31 (3rd Floor) Room 32 (3rd Floor)

08:30- Registration

Session 1: Session 2: 09:00-10:20 Ad-Hoc Networks Carrier Networks

Coffee Break & 10:20-11:10 Poster Session 1: Networking/Telecommunications

Session 3: Session 4: 11:10-12:30 Wired and Wireless Cloud Computing

12:30-13:50 Lunch Break (Bento provided)

13:50-14:30 Keynote Speech 1: Prof. Hiroyuki Kitagawa (International Congress Hall, 3rd Floor)

14:30-14:40 Opening Remarks (International Congress Hall, 3rd Floor)

14:40-15:20 Keynote Speech 2: Prof. Dong-Hee Shin (International Congress Hall, 3rd Floor)

Coffee Break & 15:20-16:00 Poster Session 2: Interaction Systems

Session 5: Session 6: 16:00-17:20 Network Softwarization Security

Coffee Break & 17:20-18:10 Poster Session 3: Authentication

18:10-18:20 Free Time

Social Hangout 18:20-19:50 (B-Con Plaza – Reception Hall, 2nd Floor)

http://www.IMCOM.org 05 ACM IMCOM 2017

Program at a Glance

| January 06, 2017 (Friday) |

Room 31 (3rd Floor) Room 32 (3rd Floor)

08:30- Registration

Session 7: Session 8: 09:00-10:20 Social Analytics E-Learning

Coffee Break & 10:20-11:10 Poster Session 4: Social Intelligence

Session 9: Session 10: 11:10-12:30 Information Management Computer Vision

12:30-13:30 Lunch Break (Bento provided)

13:30-14:10 Keynote Speech 3: Prof. Jin Woo Kim (International Congress Hall, 3rd Floor)

Coffee Break & 14:10-15:00 Poster Session 5: Data Acquisition and Learning

Session 11: Session 12: 15:00-16:20 Machine Learning Interactive Computing

Coffee Break & 16:20-17:10 Poster Session 6: Potpourri

Short Presentation Session 1: Short Presentation Session 2: 17:10-18:10 Human Computer Interaction Performance, Algorithm and Measurement

18:10-18:40 Free Time

18:40 Conference Banquet (B-Con Plaza – Reception Hall, 2nd Floor)

| January 07, 2017 (Saturday) |

Room 31 (3rd Floor) Room 32 (3rd Floor)

09:00-10:20 Program and Organizing Committee Meeting

10:20-10:40 Coffee Break

10:40-12:00 G-ITRC Workshop – Intelligent Interaction Technologies for Companionship

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Keynote Speakers

Thursday, January 05, 2017, 13:50-14:30

Hiroyuki Kitagawa

Professor Center for Computational Sciences University of Tsukuba, Japan

Former President Database Society of Japan

Real World Big Data Integration and Analysis: Research Issues and Challenges Big data technologies have been bringing a huge impact on every aspect of human activities and human society and transforming the world. They are serving as a major driving force which will lead us to the next generation society and industry. In recent several years, many research and development projects have been launched to advance big data technologies and apply them to real societies around the globe. In Japan, the Ministry of Education, Science, Culture, Sports, Science and Technology (MEXT) started "Research and Development on Real World Big Data Integration and Analysis" two years ago, and we, a research team formed by researches from four major Japanese universities, are collaborating and actively working towards its goals. This talk will give an overview of the project including its objectives and goals, main research activities, and the research outcomes obtained in the past two years. Big Data is often characterized by several V’s such as Volume, Variety, Velocity, Veracity and Value. This talk will especially highlight our research efforts to address Variety and Velocity issues, since utilization and integration of real-time social streaming data is one of key research issues in the project. I will elaborate on them such as our event-oriented stream processing system, stream OLAP analytics, unified big data processing framework integrating streaming and batch processing, and meta data inference techniques for big streaming data integration.

Thursday, January 05, 2017, 14:40-15:20

Dong-Hee Shin

Professor School of Media and Communication Chung-Ang University, Seoul, Korea

Distinguished Scholar Ministry of Education (National Research Foundation), Korea

A User-based Model of Quality of Experience for the Internet of Things The exponential growth of services via the Internet of Things (IoT) is making it increasingly important to cater to the quality expectations of end users. Quality of experience (QoE) can become the guiding paradigm for managing quality provisioning and application design in the IoT. This study examines the relationship between consumer experience and quality perception of IoT and develops a conceptual model for QoE in personal informatics. Using an ethnographic observation, it first characterizes quality of service (QoS) and subjective evaluation to compare QoS with QoE. It then performs a user survey to identify user behavior factors in personal informatics. It finally proposes a user experience model, conceptualizing QoE specific to personal informatics and highlighting its relationships with other factors. The model establishes a foundation for IoT service categories through a heuristic quality assessment tool from a user-centered perspective. The results overall provide the groundwork for developing future IoT services with QoE requirements, as well as for dimensioning the underlying network provisioning infrastructures, particularly with regard to wearable technologies.

http://www.IMCOM.org 07 ACM IMCOM 2017

Keynote Speakers

Friday, January 06, 2017, 13:30-14:10

Jin Woo Kim

Professor School of Business Yonsei University, Korea

Digital Companions: A combination of HCI and AI for Life Companionship In the past, we had been surrounded by many human companions who share activities with us, who involve social relations with others, and who knows us well. Companions include but not limited to husband and wife, sisters and brothers, and good old friends. However, these human companions have become less available recently due to numerous cultural and economic reasons. The lack of life companions leads to serious social problems, such as depression and suicide. In order to cover up the lack of human companions, Digital Companions have been suggested such as Pepper and Jibo. In this talk, I would like to present a conceptual model of digital companion that includes pre- requisites and core components of ideal companions. The conceptual model is composed of seven core technologies, which combine HCI and AI. This talk will explain the seven technologies and present video clips from SF movies that clearly exhibit future direction of digital life companion.

08 http://www.IMCOM.org ACM IMCOM 2017 Day 1 Conference Program | 09:00-10:20, Thursday, January 05, 2017 |

Session 1: Ad-Hoc Networks Room: 31 (3rd Floor) 09:00-10:20, Thursday, January 05, 2017 Session Chairs: Dongsoo S. Kim, Masato Oguchi

Constructing Virtual IoT Network Topologies with a Brain-Inspired Connectivity Model

Masaya Murakami (Osaka University, Japan), 1-1 Kenji Leibnitz (NICT & Osaka University, Japan), Daichi Kominami (Osaka University, Japan), Tetsuya Shimokawa (Osaka University, Japan), Masayuki Murata (Osaka University, Japan)

Energy Level-based Efficient Wireless Power and Information Transfer in Sensor Networks

Arshad Iqbal (Sungkyunkwan University, Korea), 1-2 Yunmin Kim (Sungkyunkwan University, Korea), Ji Hyoung Ahn (Sungkyunkwan University, Korea), Tae-Jin Lee (Sungkyunkwan University, Korea)

A Novel Available Bandwidth Estimation Method for Mobile Networks using a Train of Packet Groups 1-3 Shota Shiobara (SoftBank Corp., Japan), Takao Okamawari (SoftBank Corp., Japan)

Low-power Backscatter Relay Network

1-4 Daniyal Munir (Sungkyunkwan University, Korea), Syed Tariq Shah (Sungkyunkwan University, Korea), Won Jin Lee (Sungkyunkwan University, Korea), Min Young Chung (Sungkyunkwan University, Korea)

Session 2: Carrier Networks Room: 32 (3rd Floor) 09:00-10:20, Thursday, January 05, 2017 Session Chairs: Dong In Kim, Megat Norulazmi Megat Mohamed Noor

Geometric Progression Algorithm for Adjacent Band Power Allocation in OFDM based Cognitive Radio 2-1 Hoa Nguyen Tien (Hanoi University of Science and Technology, Vietnam), Muzamane Hélio Augusto (Hanoi University of Science and Technology, Vietnam), Van Duc Nguyen (Hanoi University of Science and Technology, Vietnam)

Cache-assisted Amorphous Cell Association for Heterogeneous Content Delivery Networks 2-2 Tae Yeong Kim (Sungkyunkwan University, Korea), Dong In Kim (Sungkyunkwan University, Korea)

Coordinated-beam Selection Scheme Using Mobility Pattern of Mobile Device in 5G Mobile Communication Systems 2-3 Seung Hyun Cha (Sungkyunkwan University, Korea), Jun Suk Kim (Sungkyunkwan University, Korea), Min Young Chung (Sungkyunkwan University, Korea)

An Efficient Resource Allocation Scheme for Scalable Video Multicast in LTE-Advanced Networks

2-4 Phuc Chau (Sungkyunkwan University, Korea), Yongwoo Lee (Sungkyunkwan University, Korea), Toan Bui (Sungkyunkwan University, Korea), Jitae Shin (Sungkyunkwan University, Korea), Jaehoon Jeong (Sungkyunkwan University, Korea)

http://www.IMCOM.org 09 ACM IMCOM 2017 Day 1 Conference Program | 10:20-11:10, Thursday, January 05, 2017 |

Poster Session 1: Networking/Telecommunications 10:20-11:10, Thursday, January 05, 2017 Session Chairs: Megat Norulazmi Megat Mohamed Noor, Megat Farez Zuhairi, Sang Yep Nam

Topology and Survivability Analysis for Flight Flow Networks: Case Studies of Three China Airline Companies

Xiaofeng Gao (Shanghai Jiao Tong University, China), P1-1 Yaru Dang (Civil Aviation University of China, China), Guihai Chen (Shanghai Jiao Tong University, China), Jian Gu (The Third Research Institute of Ministry of Public Security, China), Yongjian Wang (The Third Research Institute of Ministry of Public Security, China)

Accelerated Test for Applications with Client Application and Server Software

Shoki Fukuda (Kogakuin University, Japan), P1-2 Shun Kurihara (Kogakuin University, Japan), Shintaro Hamanaka (Kogakuin University, Japan), Masato Oguchi (Ochanomizu University, Japan), Saneyasu Yamaguchi (Kogakuin University, Japan)

Design and Implementation of SDN-Based Lightweight IPv6 Mobility Manager in ONOS

Yunjung Yang (Sungkyunkwan University, Korea), P1-3 Daecheon Kim (Sungkyunkwan University, Korea), Seil Jeon (Sungkyunkwan University, Korea), Hyunseung Choo (Sungkyunkwan University, Korea)

Mechanism to Continue System Availability during Cyber Threat Scenario

Sohail Safdar (Ahlia University, Bahrain), Mohd Fadzil Hassan (Universiti Teknologi PETRONAS, Malaysia), P1-4 Karim Hajjar (Ahlia University, Bahrain), Rehan Akbar (Universiti Tunku Abdul Rahman, Malaysia), Baraa T. Sharef (Ahlia University, Bahrain), Muhammad Aasim Qureshi (Bahria University, Pakistan)

A Quantitative Analysis of Fault Tolerance Mechanisms for Parallel Machine Learning Systems with Parameter Servers P1-5 Mingxi Li (University of Tsukuba, Japan), Yusuke Tanimura (National Institute of Advanced Industrial Science and Technology, Japan), Hidemoto Nakada (National Institute of Advanced Industrial Science and Technology, Japan)

A Fast Recovery Scheme based on Detour Planning for in-band OpenFlow Networks

Yongdeuk Park (Sungkyunkwan University, Korea), Nguyen Tien Dung (Sungkyunkwan University, Korea), P1-6 Byungseok Kang (Sungkyunkwan University, Korea), Kangwoo Lee (Sungkyunkwan University, Korea), Jinkyu Lee (Sungkyunkwan University, Korea), Hyunseung Choo (Sungkyunkwan University, Korea)

Agent-oriented Simulation: New Advantages in Simulation Optimization P1-7 Alexey S. Rodionov (Institute of Computational Mathematics and Mathematical Geophysics, Russia)

10 http://www.IMCOM.org ACM IMCOM 2017 Day 1 Conference Program | 11:10-12:30, Thursday, January 05, 2017 |

Session 3: Wired and Wireless Room: 31 (3rd Floor) 11:10-12:30, Thursday, January 05, 2017 Session Chairs: Nguyen Huu Thanh, Dongsoo S. Kim

Joint Optimization of Sensing Period and Transmission Time for Energy-Efficient CRSNs

Zilong Jin (Nanjing University of Information Science and Technology, China), 3-1 Fanhua Kong (Kyung Hee University, Korea), Jinsung Cho (Kyung Hee University, Korea), Chang-Woo Kim (Kyung Hee University, Korea), Sangyeob Na (Namseoul University, Korea)

A Matching Game Approach for Resource Allocation in Wireless Network Virtualization

3-2 S. M. Ahsan Kazmi Kyung Hee University, Korea), Choong Seon Hong (Kyung Hee University, Korea)

Performance Analysis of Black Hole Attack in MANET

Megat Farez Zuhairi (Universiti Kuala Lumpur, Malaysia), 3-3 Ayanwuyi Tajudeen Kolade (Universiti Kuala Lumpur, Malaysia), Eiad Yafi (Universiti Kuala Lumpur, Malaysia), Cai Long Zheng (Universiti Kuala Lumpur, Malaysia)

Analysis and Comparison of Fax Spam Detection Algorithms

3-4 Jaekwang Kim (Sungkyunkwan University, Korea), Hyoungshick Kim (Sungkyunkwan University, Korea), Jee-Hyoung Lee (Sungkyunkwan University, Korea)

Session 4: Cloud Computing Room: 32 (3rd Floor) 11:10-12:30, Thursday, January 05, 2017 Session Chairs: Dong In Kim, Amna Saad

CLOSER: Applying Aggregation for Effective Event Reconstruction of Cloud Service Logs

4-1 Bksp Kumar Raju (BITS Pilani Hyderabad Campus, India), Nikhil Bharadwaj Gosala (BITS Pilani Hyderabad Campus, India), Geethakumari G (BITS Pilani Hyderabad Campus, India)

CPE: A Cloud Server Performance Evaluation Model

Jun Feng (Hohai University, China), 4-2 Zhang Lixia (Hohai University, China), Jiamin Lu (Hohai University, China), Bin Xu (Anhui University of Technology, China)

An Optimal Investment Scheme based on ATM considering Cloud Security Environment

4-3 Junyoung Park (Kyung Hee University, Korea), Sang-Ho Na (Kyung Hee University, Korea), Eui-Nam Huh (Kyung Hee University, Korea)

Study on the Proactive Auto Scaling for Instance through the Prediction of Network Traffic on the Container Environment 4-4 Jin-Seop Lee (Kyung Hee University, Korea), Won-Yong Kim (Korea Telecom, Korea), Eui-Nam Huh (Kyung Hee University, Korea)

http://www.IMCOM.org 11 ACM IMCOM 2017 Day 1 Conference Program | 15:20-16:00, Thursday, January 05, 2017 |

Poster Session 2: Interaction Systems 15:20-16:00, Thursday, January 05, 2017 Session Chairs: Amna Saad, Ryuya Uda, Sang Yep Nam

The Effects of Ambient Scent on Hedonic Experience on Online Shopping

P2-1 So-Jeong Kim (Sungkyunkwan University, Korea), Dong-Hee Shin (Chung-Ang University, Korea)

WARP: an Web-based Adaptive Remote Display Protocol for Improvement of User Experience

P2-2 Gawon Lee (Kyung Hee University, Korea), Ja-Hun Ku (Kyung Hee University, Korea), Eui-Nam Huh (Kyung Hee University, Korea)

Dynamic Weighted Sequential Pattern Mining for USN System

P2-3 Pilsun Choi (Chonnam National University, Korea), Buhyun Hwang (Chonnam National University, Korea)

Physical Learning Support using a Smartphone with Image Processing Technologies

P2-4 Kenji Matsuura (Tokushima University, Japan), Stephen Karungaru (Tokushima University, Japan), Naka Gotoda (Tokushima University, Japan)

Improving NIC Algorithm Using Different Binary Structure Elements For Multi-modal Foreground Detection

P2-5 Thien Huynh-The (Kyung Hee University, Korea), Cam-Hao Hua (Kyung Hee University, Korea), Sungyoung Lee (Kyung Hee University, Korea)

A Collaborative Filtering Method Based on Empathy with Reviewers P2-6 Daichi Minami (Kyushu University, Japan), Taketoshi Ushiama (Kyushu University, Japan)

Virtual Running Model for Locating Road Intersections using GPS Trajectory data

P2-7 Jinkwan Park (Pusan National University, Korea), Hwan-Gue Cho (Pusan National University, Korea)

Clustering Picture Books based on an Infant's Developmental Reactions in Reviews on Picture Books

P2-8 Mizuho Baba (University of Tsukuba, Japan), Hiroshi Uehara (University of Tsukuba, Japan), Takehito Utsuro (University of Tsukuba, Japan)

Experiments on Images Displayed for Praising and Scolding in E-learning Systems

P2-9 Kenichi Takahasi (Hiroshima City University, Japan), Masakazu Takeue (Hiroshima City University, Japan), Michimasa Inaba (Hiroshima City University, Japan)

12 http://www.IMCOM.org ACM IMCOM 2017 Day 1 Conference Program | 16:00-17:20, Thursday, January 05, 2017 |

Session 5: Network Softwarization Room: 31 (3rd Floor) 16:00-17:20, Thursday, January 05, 2017 Session Chairs: Dongsoo S. Kim, Megat Farez Zuhairi

A PSO-Based Virtual SDN Customization for Multi-tenant Cloud Services

Kai Li (Beijing University of Posts and Telecommunications, China), 5-1 Jiannan Bao (Beijing University of Posts and Telecommunications, China), Zhonghao Lu (Beijing University of Posts and Telecommunications, China), Qi Qi (Beijing University of Posts and Telecommunications, China), Jingyu Wang (Beijing University of Posts and Telecommunications, China)

Software Defined Networking-based One-Packet DDoS Mitigation Architecture 5-2 Truong Thu Huong (Hanoi University of Science and Technology, Vietnam), Nguyen Huu Thanh (Hanoi University of Science and Technology, Vietnam)

DNS Amplification Attack Detection and Mitigation via sFlow with Security-Centric SDN

5-3 Ahmad Ariff Aizuddin Mohd Atan (Universiti Kuala Lumpur, Malaysia), Megat Norulazmi Megat Mohamed Noor (Universiti Kuala Lumpur, Malaysia), Shadil Akimi Zainal Abidin (Universiti Kuala Lumpur, Malaysia)

An IoT based Monitoring Framework for Software Defined 5G Mobile Networks

5-4 Taras Maksymyuk (Korea University, Korea), Stepan Dumych (Lviv Polytechnic National University, Ukraine), Mykola Brych (Lviv Polytechnic National University, Ukraine), Diams Satria (Korea University, Korea), Minho Jo (Korea University, Korea)

Session 6: Security Room: 32 (3rd Floor) 16:00-17:20, Thursday, January 05, 2017 Session Chairs: Sung Y. Shin, Jun Feng

Leveraging BLE and Social Trust to Enable Mobile In Situ Collaborations 6-1 Khaled Alanezi (University of Colorado, USA), Rahat Ibn Rafiq (University of Colorado, USA), Lijun Chen (University of Colorado, USA), Shivakant Mishra (University of Colorado, USA)

Static Analysis with Paragraph Vector for Malware Detection 6-2 Yuta Nagano (Tokyo University of Technology, Japan), Ryuya Uda (Tokyo University of Technology, Japan)

C&C Session Detection Using Random Forest

6-3 Liang Lu (Kyushu University, Japan), Yaokai Feng (Kyushu University, Japan), Kouichi Sakurai (Kyushu University, Japan)

A Flexible Architecture for Orchestrating Network Security Functions to Support High-Level Security Policies 6-4 Sanghak Oh (Sungkyunkwan University, Korea), Eunsoo Kim (Sungkyunkwan University, Korea), Jaehoon (Paul) Jeong (Sungkyunkwan University, Korea), Hoon Ko (Sungkyunkwan University, Korea), Hyoungshick Kim (Sungkyunkwan University, Korea)

http://www.IMCOM.org 13 ACM IMCOM 2017 Day 1 Conference Program | 17:20-18:10, Thursday, January 05, 2017 |

Poster Session 3: Authentication 17:20-18:10, Thursday, January 05, 2017 Session Chairs: Hyoungshick Kim, Sung Y. Shin, Sang Yep Nam

Improving the Accuracy of Signature Authentication using the Eight Principles of Yong

P3-1 Taku Nishigori (Kyushu University, Japan), Junpei Kawamoto (Independent), Kouichi Sakurai (Kyushu University, Japan)

Improvement of a User Authentication Scheme Preserving Uniqueness and Anonymity for Connected Health Care

P3-2 Jongho Moon (Sungkyunkwan University, Korea), Hyungkyu Yang (Kangnam University, Korea), Youngsook Lee (Howon University, Korea), Dongho Won (Sungkyunkwan University, Korea)

Cryptanalysis and Improvement of Robust Authentication Scheme for Telecare Medicine Information Systems

P3-3 Dongwoo Kang (Sungkyunkwan University, Korea), Donghoon Lee (Sungkyunkwan University, Korea), Seokhyang Cho (Pyeongtaek University, Korea), Jaewook Jung (Sungkyunkwan University, Koea), Dongho Won (Sungkyunkwan University, Korea)

Cryptanalysis and Improvement of a Biometric and Smart Card Based Remote User Authentication Scheme

P3-4 Chunyi Quan (Sungkyunkwan University, Korea), Jaewook Jung (Sungkyunkwan University, Korea), Jiye Kim (Sungkyunkwan University, Korea), Qimin Sun (Sungkyunkwan University, Korea), Donghoon Lee (Sungkyunkwan University, Korea), Dongho Won (Sungkyunkwan University, Korea)

A Study on Authentication Mechanism in SEaaS for SDN

P3-5 Green Kim (Konkuk University, Korea), Junghyun An (Konkuk University, Korea), Keecheon Kim (Konkuk University, Korea)

Biometric Authentication by Handwriting with Single Direction Using Self-Organizing Maps P3-6 Satoshi Kamaishi (Tokyo University of Technology, Japan), Ryuya Uda (Tokyo University of Technology, Japan)

Centralized Management Solution for Vagrant in Development Environment

P3-7 Nam Pham Nguyen Xuan (Soongsil University, Korea), Sungmin Lim (Soongsil University, Korea), Souhwan Jung (Soongsil University, Korea)

Parameter Manipulation Attack Prevention and Detection by Using Web Application Deception Proxy P3-8 Tomohisa Ishikawa (Kyushu University, Japan), Kouichi Sakurai (Kyushu University, Japan)

On Unconditionally Binding Code-Based Commitment Schemes

P3-9 Kirill Morozov (Tokyo Institute of Technology, Japan), Partha Sarathi Roy (Kyushu University, Japan), Kouichi Sakurai (Kyushu University, Japan)

14 http://www.IMCOM.org ACM IMCOM 2017 Day 2 Conference Program | 09:00-10:20, Friday, January 06, 2017 |

Session 7: Social Analytics Room: 31 (3rd Floor) 09:00-10:20, Friday, January 06, 2017 Session Chairs: DongHee Shin, Sung Y. Shin

A Proposal of Event Study Methodology with Twitter Sentimental Analysis for Risk Management 7-1 Tomohisa Ishikawa (Kyushu University, Japan), Kouichi Sakurai (Kyushu University, Japan)

Predicting Political Affiliation of Posts on Facebook

7-2 Che-Chia Chang (National Chengchi University, Taiwan), Shu-I Chiu (National Chengchi University, Taiwan), Kuo-Wei Hsu (National Chengchi University, Taiwan)

Standard-based Patient-centered Personal Health Record System

7-3 Yeong-Tae Song (Towson University, USA), Jinie Pak (Towson University, USA), Sandro Fouché (Towson University, USA)

Ushare: User Controlled Social Media based on Blockchain 7-4 Antorweep Chakravorty (University of Stavanger, Norway)

Session 8: E-Learning Room: 32 (3rd Floor) 09:00-10:20, Friday, January 06, 2017 Session Chairs: Taketoshi Ushiama, Safurah Abdul Jalil

Design & Development of Digital Learning Resource (BMT): Blended Learning Approach

Zahidah Abd Kadir (Universiti Kuala Lumpur, Malaysia), 8-1 Shanti Balraj Baboo (Universiti Sains Malaysia), Nurul Shuhadah Rosni (Universiti Kuala Lumpur, Malaysia), Zaidatul Husna Abdul Rahman (Universiti Kuala Lumpur, Malaysia), Nurulain Abu Bakar (Universiti Kuala Lumpur, Malaysia)

Salt Hero: An Interactive Application for Learning about Salt in Chemistry

8-2 Safurah Abdul Jalil (Universiti Kuala Lumpur, Malaysia), Siti Sarah Shamsul Anuar (Universiti Kuala Lumpur, Malaysia), Norariffuddin Abd Rahman (Universiti Kuala Lumpur, Malaysia)

Accessible Multimodal-interaction Platform for Computer-supported Collaborative Learning System 8-3 Yuki Hayashi (Osaka Prefecture University, Japan), Aoi Sugimoto (Osaka Prefecture University, Japan), Kazuhisa Seta (Osaka Prefecture University, Japan)

Effects of Quizzes in Marking Supported E-Learning

8-4 Noriyuk Iwane (Hiroshima City University, Japan), Chunming Gao (University of Washington, USA), Makoto Yoshida (Okayama University of Science, Japan)

http://www.IMCOM.org 15 ACM IMCOM 2017 Day 2 Conference Program | 10:20-11:10, Friday, January 06, 2017 |

Poster Session 4: Social Intelligence 10:20-11:10, Friday, January 06, 2017 Session Chairs: Hyoungshick Kim, Sangwook Kim, Mohammad Faizuddin Md Noor

A Trajectory Analysis System for Social Media Contents using AsterixDB

P4-1 Soyeop Yoo (Gachon University, Korea), Taesoo Park (Gachon University, Korea), Jein Song (Gachon University, Korea), Okran Jeong (Gachon University, Korea)

Internet of Family: Increasing Social Presence of Family Members via Sharing Ambient IoT Usage Data P4-2 Naeun Kim (Yonsei University), Boram Yoon (KAIST), Sam Jin (KAIST), Hayang Seo (Samsung Electronics), Ohkyun Kwon (Yonsei University), Jinwoo Kim (Yonsei University)

Design of a Trivia Game for Traveling and Domestic Enjoyment in Japan

Syunya Doi (University of Tsukuba, Japan), P4-3 Yiqing Wang (University of Tsukuba, Japan), Chen Zhao (University of Tsukuba, Japan), Takehito Utsuro (University of Tsukuba, Japan)

Information Diffusion on Facebook: A Case Study of the Sunflower Student Movement in Taiwan P4-4 Shu-I Chiu (National Chengchi University, Taiwan), Kuo-Wei Hsu (National Chengchi University, Taiwan)

Identifying Major Contents among Web Pages with Search Engine Suggests by Modeling Topics

Chen Zhao (University of Tsukuba), Jiaqi Li (University of Tsukuba), P4-5 Tian Nie (University of Tsukuba), Yi Ding (University of Tsukuba), Linghan Xu (University of Tsukuba), Takehito Utsuro (University of Tsukuba), Yasuhide Kawada (Logworks Co., Ltd.), Noriko Kando (National Institute of Informatics)

Effectively Mining Time-Constrained Sequential Patterns of Smartphone Application Usage P4-6 Kuo-Wei Hsu (National Chengchi University, Taiwan)

TopicWave: Visual Exploration for Topics with Hierarchical Time-Varying Data

P4-7 Chen-Chi Hu (National Chengchi University, Taiwan), Kai-Wen Xiong (National Chengchi University, Taiwan), Jian-Kai Guo (National Chengchi University, Taiwan), Chun-Min Liao (National Chengchi University, Taiwan), Ming-Te Chi (National Chengchi University, Taiwan)

A Method of Collecting Know-How Knowledge based on Question-Answer Examples and Search Engine Suggests

P4-8 Jiaqi Li (University of Tsukuba, Japan), Chen Zhao (University of Tsukuba, Japan), Youchao Lin (University of Tsukuba, Japan), Mizuho Baba (University of Tsukuba, Japan), Tian Nie (University of Tsukuba, Japan), Takehito Utsuro (University of Tsukuba, Japan), Yasuhide Kawada (Logworks Co., Ltd., Japan), Noriko Kando (National Institute of Informatics Tokyo, Japan)

16 http://www.IMCOM.org ACM IMCOM 2017 Day 2 Conference Program | 11:10-12:30, Friday, January 06, 2017 |

Session 9: Information Management Room: 31 (3rd Floor) 11:10-12:30, Friday, January 06, 2017 Session Chairs: Toyohide Watanabe, Bazilah A.Talip

Collaborative Filtering Algorithm based on Rating Distance

9-1 Yi Liu (Hohai University, China), Jun Feng (Hohai University, China), Jiamin Lu (Hohai University, China)

Top-K Frequent Induced Subgraph Mining on a Sliding Window using Sampling

9-2 Van Duong (Kyung Hee University, South Korea), Young-Koo Lee (Kyung Hee University, South Korea), Kifayat Ullah Khan (Kyung Hee University, South Korea)

Frag-Shells Cube based on Hierarchical Dimension Encoding Tree

Shanshan Tang (Hohai University, China), 9-3 Dingsheng Wan (Hohai University, China), Yuelong Zhu (Hohai University, China), Jianguo Yao (Huaihe River Commission, China)

SkyCube-Tree based Query Processing in OLAP Skyline Cubes

9-4 Hideki Sato (Daido University, Japan), Takayuki Usami (Soft Valley Corporation, Japan)

Session 10: Computer Vision Room: 32 (3rd Floor) 11:10-12:30, Friday, January 06, 2017 Session Chairs: Masato Oguchi, Keecheon Kim

Lumen Boundary Detection in the Human Coronary Artery using Intravascular Ultrasound Medical Imaging

10-1 Hannah Sofian (Universiti Teknologi, Malaysia), Joel Than Chia Ming (Universiti Teknologi, Malaysia), Suraya Mohamad (Universiti Kuala Lumpur, Malaysia), Norliza Mohd Noor (Universiti Teknologi, Malaysia)

Real-time Background Subtraction Based on GPGPU for High-Resolution Video Surveillance

Sunhee Hwang (Yonsei University, Korea), Youngjung Uh (Yonsei University, Korea), 10-2 Minsong Ki (Yonsei University, Korea), Kwangyong Lim (Yonsei University, Korea), Daeyong Park (Yonsei University, Korea), Hyeran Byun (Yonsei University, Korea)

Syntactic Pattern Recognition of Car Driving Behavior Detection

10-3 Mohd Nizam Husen (Sungkyunkwan University, Korea), Sukhan Lee (Sungkyunkwan University, Korea), Muhammad Qasim Khan (Sungkyunkwan University, Korea)

Construction and Analysis of Easily Fold-able Processes for Computer-aided Origami

10-4 Hiroshi Shimanuki (None-Affiliation, Japan), Toyohide Watanabe (Nagoya Industrial Science Research Institute, Japan), Koichi Asakura (Daido University, Japan), Hideki Sato (Daido University, Japan)

http://www.IMCOM.org 17 ACM IMCOM 2017 Day 2 Conference Program | 14:10-15:00, Friday, January 06, 2017 |

Poster Session 5: Data Acquisition and Learning 14:10-15:00, Friday, January 06, 2017 Session Chairs: Ryuya Uda, Jun Feng, Sang Yep Nam

Classification of Short Comments by Weighted Tree Kernels Using the Hierarchy of Wikipedia

P5-1 Mashahiro Takeda (Okayama University of Science, Japan), Nobyuki Kobayashi (Sanyo Gakuen University, Japan), Hiromitsu Shiina (Okayama University of Science, Japan)

Study on User Customized Data Service Model for Improving Data Service Reliability

P5-2 Yunkon Kim (Kyung Hee University, Korea), Eui-Nam Huh (Kyung Hee University, Korea)

Performance Improvement of I/O Intensive OLAP with Dynamic Control of File Storing Location P5-3 Eita Fujishima (Kogakuin University, Japan), Kenji Nakashima (Kogakuin University, Japan), Saneyasu Yamaguchi (Kogakuin University, Japan)

Efficient Query Processing on Distributed Stream Processing Engine

P5-4 Manhui Han (Kakao Corp., Korea), Jonghem Youn (Seoul National University, Korea), Sang-Goo Lee (Seoul National University, Korea)

Two-stage Approach to Named Entity Recognition using Wikipedia and Dbpedia

P5-5 Seonghan Ryu (Pohang University of Science and Technology, Korea), Hwanjo Yu (Pohang University of Science and Technology, Korea), Gary Geunbae Lee (Pohang University of Science and Technology, Korea)

CFFQ: IO Scheduler for Providing Fairness and High Performance in SSD Environments

P5-6 Minhoon Yi (Sungkyunkwan University, Korea), Minho Lee (Sungkyunkwan University, Korea), Young Ik Eom (Sungkyunkwan University, Korea)

An Efficient Similar Image Search Framework for Large-scale Data on Cloud

P5-7 Tri Nguyen (Kyung Hee University, Korea), Eui-Nam Huh (Kyung Hee University, Korea)

An Intention-based Approach to Updatability of Views in Relational Databases P5-8 Yoshifumi Masunaga (Ochanomizu University, Japan)

18 http://www.IMCOM.org ACM IMCOM 2017 Day 2 Conference Program | 15:00-16:20, Friday, January 06, 2017 |

Session 11: Machine Learning Room: 31 (3rd Floor) 15:00-16:20, Friday, January 06, 2017 Session Chairs: Shahrinaz Ismail, Sangwook Kim

Feature Expression of Frequency Transform Regarding Daily Power Demand Information

11-1 Tomoya Imanishi (Keio University, Japan), Rajitha Tennekoon (Keio University, Japan), Hiroaki Nishi (Keio University, Japan)

Heterogeneous AdaBoost with Stochastic Algorithm Selection 11-2 Kuo-Wei Hsu (National Chengchi University, Taiwan)

Transportation Mode Inference Using Environmental Constraints

11-3 Hidekazu Kasahara (Kyoto University, Japan), Masaaki Iiyama (Kyoto University, Japan), Michihiko Minoh (Kyoto University, Japan)

Processing of the Deep Learning Framework Caffe

Ayae Ichinose (Ochanomizu University, Japan), 11-4 Atsuko Takefusa (National Institute of Informatics, Japan), Hidemoto Nakada (National Institute of Advanced Industrial Science and Technology, Japan), Masato Oguchi (Ochanomizu University, Japan)

Session 12: Interactive Computing Room: 32 (3rd Floor) 15:00-16:20, Friday, January 06, 2017 Session Chairs: Toyohide Watanabe, Safurah Abdul Jalil

Advising Cache for Lower Cache

12-1 Kotaro Yoshida (Kogakuin University, Japan), Saneyasu Yamaguchi (Kogakuin University, Japan)

Computer Simulation of Tree Mapping Approach to Project the Future Growth of Forest

12-2 Yasmin Yahya (Universiti Kuala Lumpur, Malaysia), Roslan Ismail (Universiti Kuala Lumpur, Malaysia)

An Optimal Data Fusion for Distributed Multisensor Systems: Covariance Extension Method 12-3 Sukhan Lee (Sungkyunkwan University, Korea), Muhammad Abu Bakr (Sungkyunkwan University, Korea)

Lecturers’ Perception on Social Media Networks Uses in Education

12-4 Abdulaziz Aborujilah (Universiti Kuala Lumpur, Malaysia), Rasheed Mohammad Nassr (UIA, Malaysia), Md. Nazmus Saadat (Universiti Kuala Lumpur, Malaysia), Munaisyah Abdullah (Universiti Kuala Lumpur, Malaysia)

http://www.IMCOM.org 19 ACM IMCOM 2017 Day 2 Conference Program | 16:20-17:10, Friday, January 06, 2017 |

Poster Session 6: Potpourri 16:20-17:10, Friday, January 06, 2017 Session Chairs: Ryuya Uda, Keecheon Kim, Abdulaziz Hadi, Sang Yep Nam

Object Lifetime Trend of Modern Android Applications for GC Performance Improvement

P6-1 Shintaro Hamanaka (Kogakuin University, Japan), Shun Kurihara (Kogakuin University, Japan), Shoki Fukuda (Kogakuin University, Japan), Ryusuke Mori (Kogakuin University, Japan), Masato Oguchi (Ochanomizu University, Japan) and Saneyasu Yamaguchi (Kogakuin University, Japan)

An Enhanced Unlinkable Anonymous Payment Scheme Based on Near Field Commnication

Hakjun Lee (Sungkyunkwan University, Korea), P6-2 Jiye Kim (Sungkyunkwan University, Korea), Jaewook Jung (Sungkyunkwan University, Korea), Youngsook Lee (Howon University, Korea), Dongho Won (Sungkyunkwan University, Korea)

Application Power Consumption Estimation Considering Software Dependency in Android

P6-3 Shun Kurihara (Kogakuin University, Japan), Shoki Fukuda (Kogakuin University, Japan), Shintaro Hamanaka (Kogakuin University, Japan), Masato Oguchi (Ochanomizu University), Saneyasu Yamaguchi (Kogakuin University)

A Study of Enhancement of Ranging Performance of Beacons through Improvement of the Smart Phone's Gyroscope: focusing on the Bluetooth Low Energy P6-4 Yohan Bu (Pukyong National University, Korea), Kyungryong Seo (Pukyong National University, Korea) Jun-Ho Huh (Catholic University of Pusan, Korea)

A Development of Power Consumption Measurement System for Android Smartphones

P6-5 Jaewoo Chung (Sungkyunkwan University, Korea), Harim Jung (Sungkyunkwan University, Korea) Jahwan Koo (Sungkyunkwan University, Korea), Yoonho Kim (Sangmyung University, Korea), Ung-Mo Kim (Sungkyunkwan University, Korea)

Answer Ranking based on Named Entity Types for Question Answering P6-6 Sangdo Han (POSTECH, Korea), Soonchoul Kwon (POSTECH, Korea), Hwanjo Yu (POSTECH, Korea), Gary Geunbae Lee (POSTECH, Korea)

Integrating Adaptive Boosting and Support Vector Machines with Varying Kernels P6-7 Kuo-Wei Hsu (National Chengchi University, Taiwan)

Multimedia Data for Efficient Detection of Visual Objects

P6-8 Dumitru Dan Burdescu (University of Craiova, Romania), Liana Stanescu (University of Craiova, Romania), Marius Brezovan (University of Craiova, Romania), Florin Slabu (University of Craiova, Romania)

SOUYA: An Open Extensible Search Service to Build Rich-Content Applications

P6-9 Peng Xu (Beijing University of Posts and Telecommunications, China), Xueyuan Zhao (Beijing University of Posts and Telecommunications, China)

Improving Read Performance by Isolating Multiple Queues in NVMe SSDs

P6-10 Minkyeong Lee (Sungkyunkwan University, Korea), Dong Hyun Kang (Sungkyunkwan University, Korea), Minho Lee (Sungkyunkwan University, Korea), Young Ik Eom (Sungkyunkwan University, Korea)

20 http://www.IMCOM.org ACM IMCOM 2017 Day 2 Conference Program | 17:10-18:10, Friday, January 06, 2017 |

Short Presentation Session 1: Human Computer Interaction Room: 31 (3rd Floor) 17:10-18:10, Friday, January 06, 2017 Session Chairs: Jun Feng, DongHee Shin

Immersive Browsing in an Image Sphere S1-1 Gerald Schaefer (Loughborough University, United Kingdom), Mateusz Budnik (Laboratoire d'Informatique de Grenoble, France), Bartosz Krawczyk (Wroclaw University Of Technology, Poland) Pre-Interaction Identification by Dynamic Grip Classification

S1-2 Mohammad Faizuddin Md Noor (Universiti Kuala Lumpur, Malaysia), John Williamson (University of Glasgow, United Kingdom), Simon Rogers (University of Glasgow, United Kingdom)

Toward Accessibility with Usability: Understanding the Requirements of Impaired Uses in the Mobile Context S1-3 Clauirton Siebra (Federal University of Paraiba, Brazil)

Children Book App as Emotional Learning Media S1-4 Dianing Ratri (Institute Teknologi Bandung, Indonesia), Yoomi Choi (Ewha Womans University, Korea)

Fusion of Face Recognition and Facial Expression Detection for Authentication: A Proposed Model

Delina Mei Yin Beh (Universiti Kuala Lumpur, Malaysia), S1-5 Shariman Omar (Universiti Kuala Lumpur, Malaysia), Bazilah Hj A Talip (Universiti Kuala Lumpur, Malaysia), Amalia Mukhlas (Universiti Kuala Lumpur, Malaysia), Nur Afiqah Mohd Norain (Universiti Kuala Lumpur, Malaysia), Abu Talib Othman (Universiti Kuala Lumpur, Malaysia)

Architectural Framework in Next Learning Support Environment S1-6 Toyohide Watanabe (Nagoya Industrial Science Research Institute, Japan)

Collection of Responsive Utterances to Show Attentive Hearing Attitude to Speakers

S1-7 Tomohiro Ohno (Nagoya University, Japan), Masaki Murata (National Institute of Technology, Toyota College, Japan), Shigeki Matsubara (Nagoya University, Japan)

http://www.IMCOM.org 21 ACM IMCOM 2017 Day 2 Conference Program | 17:10-18:10, Friday, January 06, 2017 |

Short Presentation 2: Performance, Algorithm and Measurement Room: 32 (3rd Floor) 17:10-18:10, Friday, January 06, 2017 Session Chairs: Taketoshi Ushiama, Masato Oguchi

Web-Based Application for Learning Malaysian Sign Language

S2-1 Shamsul Anuar Mokhtar (Universiti Kuala Lumpur, Malaysia), Siti Sarah Shamsul Anuar (Universiti Kuala Lumpur, Malaysia), Siti Mashitah Shamsul Anuar (Universiti Kuala Lumpur, Malaysia)

Agent-mediated Academic Advising System: Nodal Approach on Knowledge Management System towards achieving Students' Graduate-on-Time S2-2 Shahrinaz Ismail (Universiti Kuala Lumpur, Malaysia), Sarerusaenye Ismail (Asia Pacific University of Technology & Innovation, Malaysia)

Big Data Analysis on Secure VoIP services

S2-3 Amna Saad (Universiti Kuala Lumpur, Malaysia), Ahmad Roshidi Amran (Universiti Kuala Lumpur, Malaysia), Iain Warwick Phillips (Loughborough University, Malaysia), Ana M. Salagean (Loughborough University, Malaysia)

Discovering Users Navigation of Online Newspaper using Markov Model S2-4 Husna Sarirah Husin (Universiti Kuala Lumpur, Malaysia), Norsuhaili Seid (Universiti Kuala Lumpur, Malaysia)

Modularity Approach for Community Detection in Complex Networks S2-5 Suriana Ismail (Universiti Kuala Lumpur, Malaysia), Roslan Ismail (Universiti Kuala Lumpur, Malaysia)

A Proposed Model of Online Information Grounds

S2-6 Bazilah A Talip (Universiti Kuala Lumpur, Malaysia), Delina Mei Yin Beh (Universiti Kuala Lumpur, Malaysia)

Identifying User Profile Using Facebook Photos

S2-7 Wen-Hung Liao (National Chengchi University, Taiwan), Ting-Ya Chang (National Chengchi University, Taiwan), Yi-Chieh Wu (National Chengchi University, Taiwan)

22 http://www.IMCOM.org ACM IMCOM 2017 Day 3 Conference Program | 09:00-12:00, Saturday, January 07, 2017 |

Room: : 31 & 32 (3rd Floor) 09:00-10:20, Saturday, January 07, 2017 Chairs: Dongsoo S. Kim, Sang-Wook Kim, Sang Yep Nam

09:00-10:20 Organizing and Program Committee Meeting

10:20-10:40 Coffee Break

Room: 31 & 32 (3rd Floor) 10:40-12:00, Saturday, January 07, 2017 Chairs: Suk-Han Lee, Roslan Ismail , Sang Yep Nam

GITRC Workshop – Intelligent Interaction Technologies for Companionship

http://www.IMCOM.org 23 Venue

Maps – From the Fukuoka International Airport to the conference venue -

| From Fukuoka International Airport to B-Con Plaza, Beppu |

From Fukuoka International Airport, you can go to the Beppu Station by two ways + By train Fukuoka Intl Airport -> Hakata Station (~6 mins) Hakata Station -> Beppu Station (~97 mins), transfer 1 time at Kokura Station + By bus Fukuoka Intl Airport -> Beppu-Kitahama (~108 mins) near Beppu Station

 From Beppu Station, you can go to the B-Con Plaza by walking 20 minutes.

24 http://www.IMCOM.org Conference Event

Social Hangout – Sponsored by Prof. Roslan Ismail (UniKL) -

| B-Con Plaza |

Address: 12-1 Yamanotecho, Beppu 874-0828, Oita, Japan

Tel: +81 977-26-7111 Website: http://www.b-conplaza.jp/english/index.htm

AGENDA

Date: Thursday, January 05, 2017 Food: Japanese style Venue: 2nd Floor, Reception Hall in B-Con Plaza Attire: Smart casual

18:20 Social hangout begins

19:50 Social hangout ends

| Menu for Social Hangout |

- Canned beer (350 ml), Green tea, Oolong tea (Urong cha) - Japanese Hors d’oeuvre, Sandwich Hors d’oeuvre

Japanese Hors d'oeuvre Sandwich Hors d'oeuvre

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Conference Banquet

| B-Con Plaza |

Address: 12-1 Yamanotecho, Beppu 874-0828, Oita, Japan

Tel: +81 977-26-7111 Website: http://www.b-conplaza.jp/english/index.htm

AGENDA

Date: Friday, January 06, 2017 Food: Japanese, Korean, Fusion Venue: 2nd Floor, Reception Hall in B-Con Plaza Attire: Smart Casual

18:40 Arrival of participants

18:50 Start of Banquet with Greeting messages by Prof. Suk-Han Lee (General Co-Chairs in ACM IMCOM)

Greeting message by Prof. Sung Y. Shin – Professor & Graduate Coordinator of Computer Science South 18:55 Dakota State University, USA and Chair of the Association of Computing Machinery, Special Interest Group on Applied Computing – ACM SIGAPP

19:00 Montage presentation

19:10 Achievement and Honorable Paper awards

19:20 Dinner begins

21:10 Dinner ends

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Travel Information – About Japan & Beppu -

| About Japan|

The Land of the Rising Sun is a popular western name given to Japan. Standing at the far-eastern end of the Silk Road and drawing influences from the entire continent, Japan has spent millennia taking in and refining the cultural bounties of Asia to produce something distinctly Japanese. From the splendor of a Kyoto geisha dance to the spare beauty of a Zen rock garden, Japan has the power to enthrall even the most jaded traveler. Traditional culture is only half the story: an evolving contemporary-art scene, dynamic design, and a veracious appetite for pop-culture trends all help shape the fascinating old-meets-new cultural landscape. Savoring the delights of Japanese cuisine on its home turf is half the reason to come to Japan, and you can easily build an itinerary around regional specialties and sublime restaurants. The Japanese attention to detail, genius for presentation and insistence on the finest ingredients results in food that can change your idea of what is possible in the culinary arena. The wonders of Japan’s natural world are a well-kept secret. The hiking in the Japan Alps and Hokkaidō is world class, and with an extensive hut system, you can do multiday hikes with nothing more than a knapsack on your back. Down south, the coral reefs of Okinawa will have you wondering if you’ve somehow been transported to Thailand. And you never have to travel far in Japan to get out into nature: in major hubs like Kyoto, just a short trip from the city will get you into forested mountains.

| About Beppu|

Beppu is located in the central part of Oita, on the coast of Beppu Bay faces the sea, with Mt. Tsurumi and the rest of the Tsurumi Volcanoes in the rear. Hot water gushes at many spots in the city. It is home to more than 2,000 onsen (hot springs) and ranks first in gush volume in Japan. Beppu offers an unmatched range of baths to be enjoyed, including ordinary hot water baths, mud baths, sand baths and steam baths. The Beppu-onsen Spa consists of eight hot spring areas including Hamawaki, Beppu, Kankaiji, Myoban and Kannawa, which are collectively called "Beppu Hatto". In addition, there are many modern spa resorts also supplied from the rich sources in those areas. On the outskirts of Beppu are comfortable resort areas with many leisure activity facilities such as the Takasaki Shizen- dobutsu-en(Mt. Takasaki Monkey Land Natural Park) featuring a specifies of monkey native of Japan designated as a Natural Monument and Lake Shidaka-ko amid Mt. Tsurumi-dake, Mt. Yufu-dake and other mountains.

| About Conference Venue |

The conference will be held at B-Con Plaza, Beppu, Japan. Beppu is blessed with an abundance of natural glory from sea to mountains, plateaus, and the most famous hot springs in Japan. B-Con Plaza itself is situated in the spacious and verdant Beppu Park. This convention center is one of the largest in western Japan, with a convention hall which can house up 8,000 seats. The artistic and graceful design of the Global Tower is symbolic of the purpose of B-CON Plaza, which is to provide a place for people from all over the world to meet and exchange information.

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Travel Information – General Information -

| Banking Service | | Electricity |

There are plenty of ATM's that are open 24 hours. In Japan, the standard voltage is 100 V. The standard Seven Bank and Japan Post Bank (Yucho) have the frequency is 50Hz in Eastern Japan and 60 Hz in most common ATM service and accept nearly all Western Japan. The power sockets that are used are overseas cards. Other major banks in Japan are of type A and B. You can use your electric appliances Citibank, Mizuho, Sumitomo Mitsui, Resona and Tokyo- in Japan, if the standard voltage rating is in between Mitsubishi UFJ. The withdrawal limit per day is typically 110 - 127 V (as in US, Canada and South American around 100,000 Yen. Although Japan is a tech-savvy countries). Manufacturers take small deviations ( economy, it is very much cash-based society. or minus 5%) into account. If the standard voltage Fortunately, Japan is quite a safe nation and hence, rating is in the range of 220V - 240V (as in EU, UK, people prefer carrying cash. An increasing number of Asia, and Australia), you need a power (voltage) ATMs are available 24 hours. converter.

| | | Climate |

All major credit cards issued by Visa, MasterCard, Japan has 4 distinct seasons – Winter (Dec ~ Feb), Cirrus, PLUS, JCB, , and are Spring (Mar ~ May), Summer (Jun ~ Aug) and accepted by most of the bigger businesses and at Autumn (Sept ~ Nov). Mercury drops more in the hotels. While credit cards are becoming popular in plains along the Pacific coast than the southern part Japan, only the largest shops and supermarkets accept during winter. Cherry blossom brings the scenic credit cards preferably Visa or MasterCard. In addition, beauty around end of March. Summer, seriously hot people need to present a passport with credit card to and humid, begins in June with 3~4 weeks of rainy get cash advance at banks. Most ATMs do not offer season. Autumn always brings such freshness with a cash advances for credit cards. Do not forget to carry light breeze and cool temperature after the hot and cash if you are out on a shopping spree. “Do you accept humid summer. Temperatures vary between -4 ~ credit cards? – Kurejitto kādo wa tsukaemasu ka?” 17°C in winters and touches 40°C in peak summer.

| Currency | | Language |

The Japanese currency is Yen (‘¥’) and is abbreviated as The official language is Japanese. Modern Japanese is JPY (Japanese Yen). Foreign currencies are generally written in a mixture of three basic scripts – Kanji, not accepted outside major international airports. Yen which are Chinese ideographic symbols, Hiragana and has been fairly stable since a few years at around 100¥ Katakana (phonetic alphabets). There are a few to a dollar. Yen comes in different denominations thousand Kanji characters, while Hiragana and between 1,000 and 10,000. Coins are available in 1 to Katakana have 46 each. Almost all Japanese 500 yen denominations. Counterfeit money is not an sentences contain a mixture of kanji and kana. English issue in Japan. The 5 yen coin and 50 yen coin are rare speaking people in Japan are in minority, however, the worldwide in that they have holes in the middle of them. sign boards on highways and roads are written in The 1,000 yen bill and 100 yen coin are used often. The English too. Around 12% of the population speaks 1,000 yen bill makes your shopping go smoothly. English as per an article written in 2010.

| Currency Exchange | | Office Hours |

Travelers cheque (TC) are accepted in foreign exchange Business Offices: counter at a bank or at International airports. Another Banks – Monday – Friday 9 A.M. to 3:00 P.M. way to obtain Yen is via a port office ATM, using Visa Offices – Monday – Friday 9 A.M. to 5:00 P.M. Delta/Cirrus/Plus card which are accessible even when Post Offices – Monday – Friday 9 A.M. to 5:00 P.M the post office is closed. Foreign cards are acceptable in Some main post offices are open seven days a week. 7-11 ATMs too. Effective June 20, 2016, single transaction withdrawal limits from these machines is Shops, Dept. Stores and Museums: JPY 50,000. Alternately, find a JUSCO store (big Monday – Sunday 10:00 A.M. to 7:30 or 8:00 P.M. grocery and department store). Just inside the first Museums – Monday – Sunday 10:00 A.M. to 5:00 P.M. floor, there are money exchange machines (USD to JPY). You get the going rate for Yen and all you have to do is feed your Dollars in and Yen comes out. | Time Zone |

(Note) Some of the larger hotels in Tokyo will have an Japan Standard Time, abbreviated as JST is GMT/UTC “exchange desk.” They use the same rates as banks. + 9h during Standard Time. Quite convenient and fast way to exchange currency.

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Travel Information – General Information -

| Tipping & Tax | | Shopping |

Tipping is not part of the culture in Japan, and In many Shinjuku is one of Tokyo's largest shopping and cases, maybe most, tips may be politely refused. Your entertainment districts. It homes half a dozen major waiter won't be coming over to your table every five department stores, including several companies' minutes to see how everything is. You eat your food, flagship stores; as well as outlets of Japan's largest the waiter does their job, you pay for the cost of your electronics retailers. Shibuya is the center of youth food, and the waiter earns their fair wage. Everybody fashion. Ginza is Tokyo's premier upmarket shopping wins. Don't tip in Japan. At most hotels, a 10-15% district. It features high end department stores, service charge is added to the bill in lieu of tipping. boutiques, art galleries and designer brand stores. There is usually a 10-20% service charge at Ryokan Nearly every leading Japanese and international (traditional Japanese Inns) with private maid service. brand name fashion and cosmetics company has a People more accustomed to receiving tips are tour presence here, as well as major electronics brands guides. such as Sony and Apple. | Emergency Numbers | More variety and lower prices are offered by souvenir shops found in districts popular among foreign Ambulance: 119 tourists, such as Asakusa, Akihabara and the Tokyo Fire: 119 Skytree. Nakamise Dori, the shopping street along Police: 110 the approach to Sensoji Temple in Asakusa offers a Country calling code: +81 particularly wide selection of souvenirs. Another Earthquake Assistance: 171 favorite among tourists is the Oriental Bazaar along Maritime Emergency: 118 Omotesando in Harajuku.

| Medical Service | | To/From the Airport |

The services of Health and Safety at Beppu are as The nearest major airport is Oita Airport (OIT). This follows: airport has international and domestic flights and is 43 km from the center of Beppu, Japan. The one way Kyushu University Hospital Beppu Hospital bus journey between Oita Airport and Beppu takes 大字鶴見字鶴見原4546, Beppu, Oita Prefecture 874-0838, 40 minutes and costs around 1500 yen. Japan Tel: +81 977-27-1600 Another major airport is Kitakyushu Airport (KKJ), which has domestic flights from Kitakyushu, Japan Hata Hospital and is 100 km from Beppu, Japan. 14-22 Nakashimacho, Beppu, Oita Prefecture 874-0901 Aso Kumamoto Airport (KMJ) has international and , Japan domestic flights from Kumamoto, Japan and is 119 Tel: +84 977-21-1371 km from Beppu, Japan.

Asami Hospital Yamaguchi Ube Airport (UBJ) has international and 1 Chome-23-28 Asami, Beppu, Oita Prefecture 874-081 domestic flights from Ube, Japan and is 167 km from 2, Japan Beppu, Japan. Tel: +84 977-22-0036

| Dress Code | | Public Transport |

Many of the more communally-minded Eastern cultures Japan has an efficient public transportation network, stress the importance of society over the individual, and especially within metropolitan areas and between the Japan is no exception. Trying to show off or exert large cities. Japanese public transportation is yourself above your coworkers will be considered bad characterized by its punctuality and its superb service. form (consider the Japanese proverb, “The nail that Morning rush hour - between 7:30am and 9am. sticks out gets hit with the hammer). Dress Trains (5 am to 1 am) are the best way to travel. conservatively, in a black or navy blue suit and with a PASMO and Suica are prepaid fare IC cards neutral tie, to express your willingness to work as part (Integrated Chip cards). They offer a convenient way of a team. The Japanese are very attentive to small to travel around Tokyo and many outlying areas details, so don’t show up wearing a good suit and tacky because they can be used on trains, buses and shoes. Moreover, in some circumstances you may be subways. Taxis are widely used across Japan, and in required to remove your shoes before entering a room most areas are the only transport service which (just follow everyone else’s lead), so it may be wise to operates 24/7. The kanji 空車 (kuusha) meaning the wear shoes that are easily removed. For women, flat taxi is free is displayed in red, while occupied taxis shoes are preferable to high heels. display 賃走 (chinso) in green.

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Travel Information – Foods -

| Jigoku Mushi|

Jigoku Mushi (literally "hell-steaming") is a traditional Kanawa cooking method in which fish, meat, eggs, and vegetables are steamed in mineral-rich hot spring steam to delicious perfection. There is even a place in Kannawa where you can try Jigoku Mushi cooking by yourself.

| Beppu Reimen |

The roots of this local cuisine can be found in Manchuria. The dish consists of chewy ramen noodles in Japanese seasoned-broth and served cold. You can find it anywhere in Beppu.

|Beppu Toriten|

Local cuisine originating from Beppu, Toriten is chicken fried in tempura batter. It is usually served in a soy and vinegar sauce, with karashi (Japanese mustard) on the side for dipping. You can find Toriten at Japanese restaurants, Chinese restaurants or at cafes.

| Shiroshita Flounder |

A marbled flounder fish that lives on the ocean floor below Hiji Castle remains where fresh water from Beppu Bay gushes out. Due to its rarity and delectable flavor, the fish was used as an offering to the Tokugawa shoguns of the Edo period. Hiji offers many ways for people to enjoy the taste of the ShinoshitaKarei, so please enjoy to your heart뭩 content.

| Seki Mackerel |

For centuries, the horse mackerel and chub mackerel caught by the intrepid fishermen of Saganoseki in Oita City have been prized around Japan. They are known, respectively, as "sakiaji" and "sekisaba" Fishermen with long years of experience and expertise catch the fish using the traditional pole- and-line method to ensure sustainability. Sekiaji and sekisaba draw attention to the skill and commitment of the people who catch them, battling the waves day after day to bring home fresh seafood.

| Beppu Pudding |

Hell Steamed Puddings are custard puddings sold in Beppu, Oita. The puddings are made from its ordinary ingredients milk, eggs, sugar and fresh cream but are unique in that they are steamed with hot spring steam. If you ever get the chance to visit the spectacular eight hells, be sure to try the famous pudding.

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Travel Information – Beverages -

| Beer Club - HitParade |

Japanese retro rock at its very best. Hit Parade Band has great singers, wonderful harmonies and rockin' sax and guitar. Recreations almost as good as the originals. Don 't miss the Hit Parade Club. All you can eat and drink - wonderful value for money. Lots of different parties - many students - wonderfully relaxed atmosphere. Teens and twenties but oldies welcome. Address: Motomachi 14-8 (in front of Takegawara hotspring), Beppu city, Oita Phone: +81 977-21-3166

| Sake Wine |

Sake is a traditional Japanese drink that is made from fermented rice. It has been consumed and used for religious ceremonies for over 2000 years now. In fact, a study of Japanese history would be incomplete without the study of Sake history. The drink is mentioned in the ‘Kojiki’, which is the first written and recorded history of the country. Japan is a country known for its customs and traditions, and sake, a traditional drink also involves traditions and customs. In general, there are five basic types of sake. Each requires different brewing methods and a different percentage of rice milling (seimaibuai).

| Dig Coffee |

Looking for a decent cup of coffee and a bit of cake in Beppu. stumbled on this unassuming cafe. What a find. Walking in to a smallWe cozy cafe playing jazz with a few comfy armchairs, milk bar stools and a couple of tables we saw a wonderful display of western style cakes.

Address: 2 Shonin Minami | 1F, Beppu 874-0033, Oita Prefecture Phone: +81 977-67-0029

| Aojiru (Green Juice)|

AOJIEU is a health drink made from squeezed green leafed vegetables. The vegetables mainly used for aojiru are kale, young barley grass, Komatsuna, and green tea leaves. It is a Japanese vegetable drink most commonly made from kale. The drink is also known as green drink or green juice in English, a direct translation of the Japanese meaning. (In modern Japanese, the character AO ao means "blue", but it is commonly still used in older contexts to refer to green vegetation.)

| Sakura Tea|

The arrival of sakura (cherry blossoms) each spring is cause for celebration throughout Japan. The period in which sakura are vibrantly in bloom is short, but you can drink sakura tea year-round. Straight sakura tea is made by steeping pickled cherry blossoms in boiling water. You’ll also find bags of sakura tea in which the dried blossoms are mixed with sencha.

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Travel Information – Tourist Attractions –

| Jigoku Meguri (Hell Tour) |

Amazing, steaming, bubbling hot springs gushing out of 250- 300 deep under the ground, Jigoku (Hell) is one of Beppu's most famous tourist attractions. "Umi Jigoku" of the cobalt blue hot water at 98?, "Chinoike Jigoku" of the bloody red water, the spectacular geyser of "Tatsumaki Jigoku" shooting up to 20m high and all these will surely entertain you.

| Kijima Kogen Park |

In an extensive area of 25ha, a wooden roller coaster Jupiter, "Ferris wheel", "Toy Kingdom" and all the other attractions welcome both children and adults. Also, there are a golf course and a hotel provided next to the park. Japan's first wooden roller coaster, "Jupiter," and a wide range of exciting attractions make this a great destination for visiting families. Kijima Kogen Park is also equipped with Kyushu's largest scale outdoor skating rink as well as cherry blossoms in spring and offers a variety of entertainment throughout all four seasons

| Mt. Takasaki Natural Park|

Located in the Setonaikai National Park, the mountain faces Beppu bay. It is a habitat of Japanese monkeys. Around 1700 monkeys are divided into three groups. Each group comes down by turns to a feeding place and entertains the visitors. Now the "Osaru-kan" and the "Sarukko-rail" are opened. Here lives over 1200 Japanese monkeys with two groups B and C, who comes to the gathering area everyday where tourists can see them and enjoy their heartwarming characters. Price: Tickets will be sold only until 30 minutes before closing time. Adults/510yen, High school students/510yen, Elementary and Middle school students/250yen Kindergarten and younger are free.

| Jigoku-mushi Kobo Kannawa |

(Steamed Dish Kitchen of Kannawa) Kannawa Onsen area have been popular tojiba (hot spring bath) since ancient times. The steaming spectacle show you different appearance depending on season and different time. You can try "Jigoku Mushi cooking" (steam cooking) in 98 which is using 100% of geothermal energy. Also, you have fun footbath and steam footbath in "Pocket park". It is located next to Jigoku Mushi cooking place. It is free of charge

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Travel Information – Tourist Attractions –

| Mount Tsurumi |

Mount Tsurumi ( 鶴 見 岳 , Tsurumidake) is a 1375 meter high mountain that overlooks Beppu. The mountain is accessible via the Beppu Ropeway which takes visitors nearly 800 meters up the steep slopes to a small park near the summit. The park offers multiple observation decks with panoramic views of Beppu and Oita City, Mount Yufu and as far as the Kuju Mountains when visibility is good.

| Hot Spring Baths |

Beppu is one of the most famous hot spring resorts in Japan. The city is blessed by as many as eight different springs, named Beppu Onsen, Kannawa Onsen, Myoban Onsen, Kankaiji Onsen, Hamawaki Onsen, Kamegawa Onsen, Horita Onsen and Shibaseki Onsen, each featuring public baths and ryokan with bathing facilities. Together they produce more hot spring water than any other onsen resort in the country. These hot springs can make you refresh after day long roaming.

| Steam Cooking Center |

Beppu's hot springs generate not only abundant amounts of water but also a lot of steam that can be seen blowing out here and there across the city. For centuries, people have been harnessing the naturally hot steam for cooking food. The resulting dishes are called "Hell Steam Cuisine" and are simple and healthy due to the gentle, additive-free cooking method. The naturally mineral-laden steam is also said to bring out the true flavors of the food.

| Umitamago Aquarium|

• Umitamago (うみたまご) is an attractive aquarium just outside of Beppu. It is one of Japan's more nicely done aquariums with interesting architecture and some displays that make you feel like you are visiting a modern art museum rather than an aquarium. • Animals living in Umitamago include penguins, dolphin, seal, otter, and various fish. A visit to Umitamago Aquarium is best combined with a visit to the nearby Takasakiyama Monkey Park.

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Travel Information – Arts & Museums –

| Traditional Bamboo Crafts Center |

The Museum of Cham Sculpture is one of Vietnam's most significant of its kind and the world's only museum documenting this early period in the region's history, with many artefacts relating to the indigenous Cham people of Vietnam. The collection mostly depicts Hindu deities in animal form, and the Hindu trilogy of Vishnu, Shiva and Brahma. This attraction was founded in 1915 and contains over 300 individual pieces, and some more contemporary exhibits displayed in the rear annex, an addition in 2002.

| Oita Prefectural Art Museum (OPAM)|

The Oita Prefectural Art Museum (OPAM, 大分県立美術館, Ōita Kenritsu Bijutsukan) is an art museum located about 30 minutes away from central Beppu in downtown Oita City. Not to be mistaken with the nearby Oita City Museum, the Oita Prefectural Art Museum was opened in April 2015 in an eye- catching building designed by Japanese architect Ban Shigeru, who is known for his innovative designs that often incorporate structural elements made of cardboard and paper.

| Oita Fragrance Museum |

The Oita Fragrance Museum boasts of having the most rare scents in the world. The first floor exhibits a vast collection of famous perfumes and raw perfume materials while the second floor shows the relation of man and fragrance and the origin of perfume. Both floors also include explanations and commentary. One can also experience a unique workshop found only here in the whole world, which is making your own "original scent perfume." Guests can also take a break and relax at the Aroma Room.

| Chochokaku Takahashi Memorial Hall |

Chouchoukaku, a wooden building constructed in 1929 (4th year of the Showa period). The first floor has an art deco style drawing room, and a gallery cafe where you can enjoy the red leaves in autumn. Many arts and crafts such as Bali craft and oil type Price:300yen with coffee/600yen you are welcome to use the café only (coffee/500yen)

| Hirano Museum |

The Hirano Museum displays a collection gathered over two generations by painters and passionate art lovers Soun Hira no and his son Ken Hirano. In 1989, the pair opened the m useum in Motohama-cho at the center of Hamamatsu-shi, S hizuoka, where they were both born and raised. They collec ted at least 2000 works, including Japanese paintings, West ern paintings, woodblock prints, ceramics, and sculptures. At the museum, the works compiled over so many years by the father and son are gathered under one roof, and shown in five different displays throughout the year.

34 http://www.IMCOM.org Restaurants

Travel Information – Restaurants–

| Toyotsune Beppu Restaurant |

The business is located in Kitahama, the gateway to the hot springs town of Beppu. It is situated conveniently, a ten minute walk away from Beppu Station. Yuuhi has a history of over 90 years and the owner is the third generation in the lineage. In addition to the cooking at the hotel restaurant Toyotsune, the owner procures the ingredients daily by himself, to bring customers quality foods from the ocean and mountains that surround Beppu at a good price.

Address: 3-7 Ekimae Honmachi, Beppu-shi, Oita-ken. Tel: +81 977-23-7487 Homepage: http://www.toyotsune.com

| Kamesho Kurukuru Sushi |

It is famous with mackerel and Toro (tuna) sushi and the price is very reasonable. This place is always full so make sure to make a reservation first. Undoubtedly, This restaurant is one of the best sushi shop in town for both price and quality.

Address: Nanakumi, Kitaju, Beppu 874-0845, Oita Prefecture Tel : +81 977-66-5225 Homepage: https://tabelog.com/en/oita/A4402/A440202/44000985

| Tomonaga Panya |

This charming, historic bakery has been in business since 1916, and people still queue for its ever-changing selection of oven- fresh breads and pastries. The wanchan (doggie) bun (¥ 110) is filled with custard cream and uses raisins for the eyes and nose. Note: the shop closes when sold out.

Address: 5-5 Kusunokimachi, Beppu, Oita Prefecture, Japan Tel: +81 977-22-2449 Homepage: http://www.toyotsune.com/

| Okamotoya Baiten |

You will be captivated by the rich-tasting caramel with bitter flavor of Jigoku-mushi pudding. This is our proud handmade product filled with the spices of hot springs. Our original menu “Udon with hot spring egg” Simple salt egg is also popular. You can relax and enjoy the great view of white steam at the tea house in the shop.

Address: 4 Myoban, Beppu 874-0843, Oita Prefecture Tel: +81 977-66-3228 Homepage: http://www.jigoku-prin.com/

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http://www.IMCOM.org 41 | Emergency Numbers |

Police 110 Maritime Emergency 118 Fire Brigade 119 Ambulance & Hospital 119 Earthquake Assistance 171 Weather Forecast 177 Tokyo English Life Line 03-5774-0992 (9 A.M. ~ 11 P.M.) Tourist Information Center 03-3201-3331 (9 A.M. ~ 11 P.M.) Phone Directory in English (NTT) 104 (9 A.M. ~ 8 P.M.) Phone Directory in English (KDDI) 0057 Immigration office (Miyazaki Branch) + (81) 0985-31-3580 Visa Customer Assistance 00531-44-0022 MasterCard Global Services 00531-11-3886

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