Proceedings

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

Copyright and Reprint Permission: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For reprint or republication permission, email to IEEE Copyrights Manager at [email protected]. All rights reserved. Copyright ©2014 by IEEE.

Publisher : Department of Electrical Engineering Diponegoro University

ISBN : 978-1-4799-6431-4 (PRINT, Part Number : CFP1489Z-PRT) ISBN : 978-1-4799-6430-7 (CD-ROM Part Number : CFP1489Z-CDR) ISBN : 978-1-4799-6432-1 (XPLORE COMPLIANT, Part Number : CFP1489Z-ART) Additional copies may be ordered to: Department of Electrical Engineering Diponegoro University, Jl. Prof. H. Soedarto, S.H., Tembalang Semarang, Indonesia 50275

TABLE OF CONTENTS

Cover

Greetings and Thanks from the General Chair Foreword from Head of Department of Electrical Engineering, Foreword from Dean, Faculty of Engineering Organizing Committee Steering Committee Technical Program Committee Keynote Speaker’s Biography Conference Program Keynote’s Papers Author Index KEYNOTE SPEAKERS I-1

Multi-User MIMO Wireless System -From Theory to Chip Design Prof. Hiroshi Ochi

1

I-2

Challenges and Opportunities in Designing Internet of Things Prof. Dr. Trio Adiono

11

I-3

Role of Telecommunication Satellite in Indonesia Adi Rahman Adiwoso

13

CIRCUITS AND SYSTEMS CC1

Enhancement of DRAMs Performance using Resonant Tunneling Diode Buffer Ahmed LutfiElgreatly, Ahmed AhmedShaaban, El-Sayed M. El-Rabaie

14

CC2

Real-time SoC Architecture and Implementation of Variable Speech PDF based Noise Cancellation System Aditya Ferry Ardyanto, Idham Hafizh, Septian Gilang Permana Putra, Trio Adiono

19

CC3

Application of Supervised Learning in Grain Dryer Technology Recirculation Type Cooperated with Wireless Sensor Network Sidiq Syamsul Hidayat, TotokPrasetyo, Amin Suharjono, Kurnianingsih, Muhammad Anif

24

CC4

Design of Real-Time Gas Monitoring System Based-on Wireless Sensor Networks for Merapi Volcano B. Supriyo, S.S.Hidayat, A. Suharjono, M.Anif, Sorja Koesuma

28

CC5

ANFIS Application for Calculating Inverse Kinematics of Programmable Universal Machine for Assembly (PUMA) Robot Hugo Adeodatus Hendarto, Munadi, Joga Dharma Setiawan

33

CC6

MRC NN Controller for Arm Robot Manipulator Hugo Adeodatus Hendarto, Munadi, Joga Dharma Setiawan

39

CC7

Development of Microcontroller-based Stereoscopic Camera Rig Positioning System Julian Ilham, Wan-Young Chung

44

CC8

Design of A Digital PI Controller for Room Temperature on Wireless Sensor and Actuator Network (WSAN) System Bambang Sugiarto, ElanDjaelani

50

CC9

Display and Interface of wireless EMG measurements Kevin Eka Pramudita, F. Budi Setiawan, Siswanto

56

CC10

Accuracy Enhancement of Pickett Tunnelling Barrier Memristor Model Ahmad A. Daoud, Ahmed A. Shaaban, Sherif M. Abuelenin

61

CC11

Data Fusion and Switching Function For UAV Quadrotor Navigation System Muhammad Faris, Adha Imam Cahyadi, Hanung Adi Nugroho

66

CC12

Data logger Management Software Design for Maintenance and Utility in Remote Devi Munandar, Djohar Syamsi

72

CC13

Investigation of Electrical Properties of NanofibrePolyaniline Synthesize as Material for Sensor Ngurah Ayu Ketut Umiati, Siti Nurrahmi, Kuwat Triyana, Kamsul Abraha

77

CC14

Reconfigurable Floating Point Adder Vipin Gemini

81

CC15

HOVER POSITION CONTROL WITH FUZZY LOGIC Nia Maharani Raharja ,Iswanto, Muhammad Faris, Adha Imam Cahyadi.

87

CC16

METHODOLOGY OF FUZZY LOGIC WITH MAMDANI FUZZI MODELS APPLIED TO THE MICROCONTROLLER Indra Sakti

91

CC17

Fall Detection System Using Accelerometer and Gyroscope Based on Smartphone Arkham Zahri Rakhman, Lukito Edi Nugroho, Widyawan, Kurnianingsih

97

CC18

Design and Implementation of Sensor Fusion for Inertia Measurement on Flying Robot Case Study: Hexacopter Huda Ubaya, Afdhal Akrom

103

CC19

Triple Band Bandpass Filter With Cascade Tri Section Stepped Impedance Resonator Gunawan Wibisono, Tierta Syafraditya

109

CC20

Temperature Response Analysis Based on Pulse Width Irradiation of 2.45 GHz Microwave Hyperthermia Imam Santoso, Thomas Sri Widodo, Adhi Susanto, Maesadjie Tjokronagoro

113

IMAGE PROCESSING AND MULTIMEDIA IP1

Visual Object Tracking using Particle Clustering Harindra Wisnu Pradhana

117

IP2

Selective Encryption of video MPEG use RSA Algorithm Prati Hutari Gani, Maman Abdurohman

122

IP3

Analytical Hierarchy Process for Land Suitability Analysis Rahmat Sholeh, Fahrul Agus, and Heliza Rahmania Hatta

127

IP4

Training Support for Pouring Task in Casting Process using Stereoscopic Video See-through Display - Presentation of Molten Metal Flow Simulation Based on Captured Task Motion Kazuyo IWAMOTO, Hitoshi TOKUNAGA, Toshimitsu OKANE

131

IP5

Feature Extraction and Classification of Heart Sound based on Autoregressive Power Spectral Density Laurentius Kuncoro Probo Saputra, Hanung Adi Nugroho, Meirista Wulandari

137

IP6

Smart-Meter based on current transient signal signature and constructive backpropagation method Mat Syai’in, M.F. Adiatmoko, Isa Rachman, L. Subiyanto, Koko Hutoro, Ontoseno Penangsang, Adi Soeprijanto

142

IP7

AUTOMATIC DOORSTOP SAFETY SYSTEM BASED ON IMAGE PROCESSING WITH WEBCAM AND SCANNER Stanley Suryono Wibisono, Florentinus Budi Setiawan

148

IP8

Palmprint Identification for User Verification based on Line Detection and Local Standard Deviation Bagas Sakamulia Prakoso, Ivanna K. Timotius, Iwan Setyawan

153

IP9

Cerebellar Model Articulation Controller (CMAC) for Sequential Images Coding Muhamad Iradat Achmad, Hanung Adinugroho, Adhi Susanto

158

IP10

A Comparative Study on Signature Recognition Ignatia Dhian Estu Karisma Ratri, Hanung Adi Nugroho, Teguh Bharata Adji

165

IP11

Study of Environmental Condition Using Wavelet Decomposition Based on Infrared Image S. R. Sulistiyanti, M. Komarudin, L. Hakim, A. Yudamson

170

IP12

Very High Throughput WLAN System for Ultra HD 4K Video Streaming Wahyul Amien Syafei, Masayuki Kurosaki, and Hiroshi Ochi

175

IP13

Iris Recognition Analysis Using Biorthogonal Wavelets Tranform for Feature Extraction R. Rizal Isnanto

181

INFORMATION AND COMPUTER TECHNOLOGIES ICT1

The Development of 3D Educational Game to Maximize Children’s Memory Dania Eridani, Paulus Insap Santosa

187

ICT2

The Influence of Knowledge Management to Succesful Collaborative Design Yani Rahmawati, Christiono Utomo

192

ICT3

Knowledge and Protocol on Collaborative Design Selection Christiono Utomo, Yani Rahmawati

198

ICT4

Mobile-Based Learning Design with Android Development Tools Oky Dwi Nurhayati, Kurniawan Teguh M

202

ICT5

A mobile diabetes educational system for Fasting Type 2 Diabetes in Saudi Arabia Mohammed Alotaibi

207

ICT6

Aggressive Web Application Honeypot for Exposing Attackerâ€‫ں‬s Identity Supeno Djanali, FX Arunanto, Baskoro Adi Pratomo, Abdurrazak Baihaqi, Hudan Studiawan, Ary Mazharuddin Shiddiqi

211

ICT7

Adjustment Levels for Intelligent Tutoring System using Modified Items Response Theory Ika Widiastuti, Nurul Zainal Fanani

216

ICT8

Smile Recognition System based on Lip Corners Identification Eduard Royce, Iwan Setyawan, Ivanna K. Timotius

221

ICT9

An Integrated Framework for Measuring Information System Success Considering the Impact of Culture in Indonesia Siti Mardiana

225

ICT10

Pre-Processing Optimization on Sound Detector Application AudiTion (Android Based Supporting Media for the Deaf) Gian Gautama, Imanuel Widjaja, Michael Aditya Sutiono, Jovan Anggara, Hugeng

232

ICT11

EVALUATION OF DISTRIBUTION NETWORK RELIABILITY INDEX USING LOOP RESTORATION SCHEME Daniar Fahmi, Abdillah F. I., IGN Satriyadi Hernanda, Dimas Anton Asfani

238

ICT12

Efficient Message Security Based Hyper Elliptic Curve Cryptosystem (HECC) for Mobile Instant Messenger Putra Wanda, Selo, Bimo Sunafri Hantono

244

ICT13

Application of Web-Based Information System in Production Process of Batik Industry Design Division Indah Soesanti

249

ICT14

Managing and Retrieval of Cultural Heritage Multimedia Collection Using Ontology Albaar Rubhasy, A.A.G. Yudhi Paramartha, Indra Budi, Zainal A. Hasibuan

254

ICT15

Individual Decision Model for Urban Regional Land Planning Agus Fahrul, Sumaryono, Subagyo Lambang, Ruchaemi Afif

259

ICT16

Enhancing Online Expert System Consultation Service with Short Message Service Interface Istiadi, Emma Budi Sulistiarini ,Guntur Dharma Putra

265

ICT17

Mobile Nutrition Recommendation System For 0-2 Year Infant Ratih Nur Esti Anggraini, Siti Rochimah, Kessya Din Dalmi

271

ICT18

Comparison of Distance and Dissimilarity Measures for Clustering Data with Mix Attribute Types Hermawan Prasetyo, Ayu Purwarianti

275

ICT19

Determining E-commerce Adoption Level by SMEs in Indonesia Based on Customer-Oriented Benefits Evi Triandini, Daniel Siahaan, Arif Djunaidy

280

ICT20

Providing Information Sources Domain for Information Seeking Agent From Organizing Knowledge Istiadi, Lukito Edi Nugroho, Paulus Insap Santosa

285

ICT21

Decision Support System For Stock Trading Using Decision Tree Technical Analysis Indicators and Its Sensitivity Profitability Analysis F.X. Satriyo D. Nugroho, Teguh Bharata Adji, Silmi Fauziati

290

ICT22

Design Web Service Academic Information System Based Multiplatform Meta Lara Pandini, Zainal Arifin and Dyna Marisa Khairina

296

ICT23

Effects of VANET's Attributes on Network Performance Agung B. Prasetijo, Sami S. Alwakeel and Hesham A. Altwaijry

302

ICT24

Visualization of Condition Irrigation Building and Canal Using Web GIS Application Falahah, Defrin Karisia Ayuningtias

308

ICT25

Comparison of three back-propagation architectures for interactive animal names utterance learning Ajub Ajulian Zahra Macrina and Achmad Hidayatno

314

ICT26

WORK IN PROGRESS – OPEN EDUCATION METRIC (OEM) : DEVELOPING WEB-BASED METRIC TO MEASURE OPEN EDUCATION SERVICES QUALITY Priyogi B., Nan Cenka B. A., Paramartha A.A.G.Y. &Rubhasy A.

318

POWER SYSTEMS PS1

Design and Implementation of Solar Power as Battery Charger Using Incremental Conductance Current Control Method based on dsPIC30F4012 Ahmad Musa, Leonardus H. Pratomo, Felix Y. Setiono

323

PS2

An Adaptive Neuro Fuzzy Inference System for Fault Detection in Transformers by Analyzing Dissolved Gases Ms. Alamuru Vani, Dr. Pessapaty Sree Rama Chandra Murthy

327

PS3

Optimal Power Flow based upon Genetic Algorithm deploying Optimum Mutation and Elitism M. Usman Aslam, Muhammad Usman Cheema, Muhammad Samran, Muhammad Bilal Cheema

333

PS4

Design Analysis and Optimization of Ground Grid Mesh of Extra High Voltage Substation Using an Intelligent Software M. Usman Aslam, Muhammad Usman Cheema, Muhammad Samran, Muhammad Bilal Cheema

338

PS5

Design and Simulation of Neural Network Predictive Controller PitchAngle Permanent Magnetic Synchrounous Generator Wind Turbine Variable Pitch System Suyanto, Soedibyo, Aji Akbar Firdaus

345

PS6

Inverse Clarke Transformation based Control Method of a Three-Phase Inverter for PV-Grid Systems Slamet Riyadi

350

PS7

Control of a Single Phase Boost Inverter with the Combination of Proportional Integrator and Hysteresis Controller Felix Yustian Setiono

355

PS8

A Simple Three-phase Three-wire Voltage Disturbance Compensator Hanny H. Tumbelaka

360

PS9

Analysis of Protection Failure Effect and Relay Coordination on Reliability Index I.G.N Satriyadi Hernanda, Evril N. Kartinisari, Dimas Anton Asfani, Daniar Fahmi

365

PS10

Extreme Learning Machine Approach to Estimate Hourly Solar Radiation On Horizontal Surface (PV) in Surabaya –East Java Imam Abadi, Adi Soeprijanto, Ali Musyafa’

370

PS11

Maximum Power Point Tracking Control for Stand-Alone Photovoltaic System using Fuzzy Sliding Mode Control Maximum Power Point Tracking Control for Stand-Alone Photovoltaic System using Fuzzy Sliding Mode Control Antonius Rajagukguk, Mochamad Ashari, Dedet Candra Riawan

375

PS12

The Influence of Meteorological Parameters under Tropical Condition on Electricity Demand Characteristic: Indonesia Case Study Yusri Syam Akil, Syafaruddin, Tajuddin Waris, A. A. Halik Lateko

381

PS13

Optimal Distribution Network Reconfiguration with Penetration of Distributed Energy Resources Ramadoni Syahputra, Imam Robandi, Mochamad Ashari

386

PS14

Maximum Power Point Tracking Photovoltaic Using Root Finding Modified Bisection Algorithm Soedibyo, Ciptian Weried Priananda, Muhammad Agil Haikal

392

PS15

Design of LLC Resonant Converter for Street Lamp Based On Photovoltaic Power Source Idreis Abdualgader , Eflita Yohana, Mochammad Facta

398

PS16

Power Loss Reduction Strategy of Distribution Network with Distributed Generator Integration Soedibyo, Mochamad Ashari, Ramadoni Syahputra

402

PS17

Double Dielectric Barrier Discharge Chamber for Ozone Generation Mochammad Facta, Hermawan, Karnoto,Zainal Salam, Zolkafle Buntat

407

PS18

Leakage Current Characteristics at Different Shed of Epoxy Resin Insulator under Rain Contaminants Abdul Syakur, Hermawan

411

PS19

Transformer monitoring using harmonic current based on wavelet transformation and probabilistic neural network (PNN) Imam Wahyudi F., Wisnu Kuntjoro Adi, Ardyono Priyadi, Margo Pujiantara, Mauridhi Hery P

417

TELECOMUNICATIONS TE1

Data Rate of Connections Versus Packet Delivery of Wireless Mesh Network with Hybrid Wireless Mesh Protocol and Optimized Link State Routing Protocol Alexander William Setiawan Putra, Antonius Suhartomo

422

TE2

Empirical Studies of Wireless Sensor Network Energy Consumption for Designing RF Energy Harvesting Eva Yovita Dwi Utami, Deddy Susilo, Budihardja Murtianta

427

TE3

Modulation Performance in Wireless Avionics Intra Communications (WAIC) Muhammad Suryanegara, Naufan Raharya

432

TE4

Implementation and Performance Analysis of Alamouti Algorithm for MIMO 2‫—أ‬2 Using Wireless Open-Access Research Platform (WARP) Rizadi Sasmita Darwis, Suwadi, Wirawan, Endroyono, Titiek Suryani, Prasetiyono Hari Mukti

436

TE5

Period Information Deviation on the Segmental Sinusoidal Model Florentinus Budi Setiawan

441

TE6

A Compact Dual-band Antenna Design using Meander-line Slots for WiMAX Application in Indonesia Prasetiyono Hari Mukti, Eko Setijadi, Nancy Ardelina

445

TE7

Design and Analysis of Dualband J-Pole Antenna with Variation in “T” Shape for Transceiver Radio Communication at VHF and UHF Band Yoga Krismawardana, Yuli Christyono, Munawar A. Riyadi

449

TE8

Low Cost Implementation for Synchronization in Distributed Multi Antenna Using USRP/GNU-Radio Savitri Galih, Marc Hoffmann, Thomas Kaiser

455

TE9

Development of the First Indonesian S-Band Radar Andrian Andaya Lestari,Oktanto Dedi Winarko, Herlinda Serliningtyas, Deni Yulian

459

Back Cover

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

GREETINGS FROM THE GENERAL CHAIR Welcome to 2014 1st International Conference on Information Technology, Computer, And Electrical Engineering (ICITACEE) held in Semarang, the capital city of Central Java! This conference provides a forum for researchers, academicians, professionals, and students from various engineering backgrounds and also from crossdisciplinary research in the development and the design of Information Technology & Computer, Power System, Circuit & Control, and Communication Systems, as well as the Interdisciplinary topics to interact and to disseminate the latest issues and research. The ICITACEE 2014 is held in the ICT building of Diponegoro University on November, 8. Three distinguished scholars will start the session as keynote speakers: Prof. Hiroshi Ochi as a wireless expert from Kyushu Institute of Technology Japan, Dr. Trio Adiono as an IC design expert from Bandung Institute of Technology, and Mr.Adi Rahman Adiwoso as an aeronautics expert from PT Pasific Satellite Nusantara. We are very grateful for them to share their knowledge, experience, and their motivation for always doing the best. We recently received more than 140 papers, however only of 87 high quality papers were accepted and being presented in this event. All the accepted and presented papers will be then published in the IEEE Xplore ( ISBN 978-1-4799-6432-1 ). We will select the best papers of each categories mentioned above. Organizing such an ambitious conference has always been incredibly challenging and would have been impossible to happen without our outstanding committee supports. I would like to thanks all staffs of Department of Electrical Engineering and Department of Computer System as well as IEEE Student Branch of Diponegoro University. They have been working very hard and been always providing me with unprecedented support, advice, and kind assistance on all aspects of the conference. Special thanks goes to t he IEEE Indonesia Section, Cisco, Des Net, and PSN for all support to ICITACEE 2014. I also would like to thank all of the steering commitee, technical program commitee, reviewers, authors, session organizers and chairs, and other volunteers and participants. I expect that everyone is able to enjoy some of what Semarang City has to offer! Hopefully The ICITACEE 2014 conference would become the event of our best deeds.

Wahyul Amien Syafei General Chair, 2014 1st International Conference of Information Technology, Computer and Electrical Engineering (ICITACEE)

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

FOREWORD FROM HEAD OF DEPARTMENT OF ELECTRICAL ENGINEERING, UNIVERSITAS DIPONEGORO, SEMARANG-INDONESIA It is pleasant to welcome all the participants in the International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE 2014) at Semarang. This is the second conference held together by Electrical Engineering Department and Computer System Department of Engineering Faculty Universitas Diponegoro. I would like to welcome several keynote speakers from Kyushu Institute of Technology Japan and Institut Teknologi Bandung. As the Chief of Electrical Engineering Department Universitas Diponegoro, I would like to appreciate the vast work in this conference as collaborative effort among Electrical Engineering Department, Computer System Department Universitas Diponegoro, IEEE Student Branch of Universitas Diponegoro and IEEE Indonesia Section. I also wish that this conference to be a needed forum for engineers and scientist to communicate and sharing their findings and precious researches. I would like to express hearty gratitude to Organizing Committee members, staffs, and students of Electrical Engineering and Computer System Department of Universitas Diponegoro for their efforts and supports. I do expect that this conference will give important contribution to development of Electrical Engineering and Computer Science locally and internationally.

Ir. Agung Warsito. D.H.E.T Head, Department of Electrical Engineering – Faculty of Engineering Universitas Diponegoro, Semarang – Indonesia and Vice Chairman of FORTEI (Indonesia Electrical Engineering Forum)

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

FOREWORD FROM DEAN OF FACULTY OF ENGINEERING UNIVERSITAS DIPONEGORO, SEMARANG – INDONESIA

The International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE 2014) is now held in Semarang, Indonesia and being organized under the collaborative committee effort among Electrical Engineering and Computer System Department Diponegoro University and IEEE (Institute of Electrical and Electronics Engineers ) Indonesia Section. This event also becomes a part of 56th Faculty of Enginering Dies Natalis and 57th Diponegoro University Dies Natalis agenda The goals of the conference are to obtain and extend the knowledge of the recent issues, opinions, bright ideas about the development of a comprehensive green technology constructively from distinguish scholars, researchers, and academics. Furthermore, this forum is expected to bring new innovations in technology for a better future, especially in the field of information technology, computers, and electrical engineerings and also create cooperation between institutions of science at the college level, industries and government. It is a great pleasure to welcome all the participants of this conference and also several keynote speakers from Kyushu Institute of Technology Japan, Bandung Institute of Technology and Pasific Satelite Nusantara. I do hope that this conference to be a valuable forum for engineers and scientist to share their precious researches and this event will give significant contributions to the development of Electrical Engineering and Computer Science. It is hope that this conference will rise the awareness of scientific community members in bringing better life. I hope that the conference will be stimulating and memorable for you. So, enjoy your time in Semarang.

Ir. Bambang Pudjianto, M.T. Dean, Faculty of Engineering Universitas Diponegoro, Semarang – Indonesia

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

ICITACEE COMMITTEE General Chair

: Wahyul Amien Syafei

Co- Chair

: R. Rizal Isnanto

ORGANIZING COMMITTEE: Adian Fatchur Rochim Sukiswo Mochammad Facta Ajub Ajulian Zahra Aris Triwiyatno Eko Didik Widianto Sumardi Achmad Hidayatno Yuli Christyono Munawar Agus Riyadi Dania Eridani Darjat STEERING COMMITTEE : Muhammad Nuh (Indonesian Minitry of National Education) Trio Adiono (IEEE Solid State Circuit Indonesian Chapter) Wahyul Amien Syafei (Diponegoro University) Hiroshi Ochi (Kyushu Institute of Technology, Japan) Hiroshi Furukawa (Kyushu University, Japan) Kuncoro Wastuwibowo, Ir. MSc. (IEEE Indonesian Section) Onil Nazra Persada (France) Mauridhi Heri Purnomo (Sepuluh November Institute of Technology) Razali Ismail (University Teknologi Malaysia, Malaysia) Taufik (California Polytechnic State, USA)

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

TECHNICAL PROGRAM COMMITTEE :

Masayuki Kurosaki (Kyushu Institute of Technology) Eko Handoyo (Utrecht University, Netherland) R. Rizal Isnanto (Diponegoro University) Mochammad Facta (Diponegoro University) Munawar Agus Riyadi (Diponegoro University) Aris Triwiyatno (Diponegoro University) Sidiq Syamsul H (State Polytechnics of Semarang) Trio Adiono (Bandung Institute of Technology) Adhi Susanto (Gadjah Mada University) Paulus Insap Santosa(Gadjah Mada University) Ismail Sa'ad (University Technology Malaysia) Azli Yahya (University Technology Malaysia) Hendra Setiawan (Indonesian Islamic University) Slamet Riyadi (Soegijapranoto Katholic University) Supari (Semarang University) Onil Nazra Persada (CEA, France) M. Hadin (Sultan Agung Islamic University) Teguh Prakoso (Diponegoro University) Sri Ratna Sulistiyanti (Lampung University) Ratna Wardani (Yogyakarta State University) Suryani Alifah (Sultan Agung Islamic University) Florentinus Budi Setiawan (Soegijapranoto Katholic University) Rahmat Budiarto (Al Baha University, Saudi Arabia) Abdul Kadir (Gajah Mada University) Junaidi (Universiti Teknologi Malaysia) Muhammad Aziz Muslim (Brawijaya University) Muhammad Amjad (The Islamia University of Bahawalpur, Pakistan) Bahniman Ghosh (Indian Institute of Technology Kanpur, India)

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

KEYNOTE SPEAKER 1 Keynote Speech : Prof. Hiroshi Ochi (Kyushu Institute of Technology, JAPAN ) Keynote Title : Multi-User MIMO Wireless System -From Theory to Chip Design Speaker’s Biography: Hiroshi Ochi is a professor in Computer Science and Electronics of Kyushu Institute of Technology in Fukuoka, Japan.Dr. Ochi is a cofounder of Que-Wave.He received Ph.D. from Tokyo Metropolitan University in 1990.He has been engaged in researches and developments of digital communication systems and signal processing areas at an academic environment since 1986.He brings over 17 years of experience and knowledge of electronics engineering to Que-Wave.One of the reasons he founded QW is he has felt to need more useful and high-performance devices than ever. And then, he decided to focus on producing useful tools and services from an engineer's point of views.

1

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

KEYNOTE SPEAKER 2 Keynote Speech : Prof. Dr. Trio Adiono (Institut Teknologi Bandung) Keynote Title : Challenges and Opportunities in Designing Internet of Things Speaker’s Biography: Trio Adiono is faculty member of the School of Electrical Engineering and Informatics of Institut Teknologi Bandung (ITB) and the head of IC Design Laboratory of Microelectronics Center ITB. He obtained his Ph.D. degree in VLSI Design from Tokyo Institute of Technology (Titech), Japan. From 2002 to 2004 he was a research fellow of the Japan Society for the Promotion of Science (JSPS) in Titech. In 2005, he was a visiting scholar at MESA+, Twente University, Netherlands. He has developed several microchips for video processing, smart card, NFC, and WiMax Baseband Chip. He received the "Second Japan Intellectual Property (IP) Award" in 2000 from Nikkei BP for his research on "Low Bitrate Video Communication LSI Design".

2

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

KEYNOTE SPEAKER 3 Keynote Speech : Adi Rahman Adiwoso (Pasifik Satelit Nusantara) Keynote Title : Role of Telecommunication Satellite in Indonesia Name : Adi Rahman Adiwoso Place / Date of Birth : Yogyakarta, 26 July 1953 Status : Married With 2 Children Education : BSc in Aeronautical and Astronautical Engineering, Purdue University, 1974 MSc in Aeronautical and Astronautical Engineering, California Institute of Technology, 1976 Work Experience : 1974 – 1982 Hughes Aircraft Company 1982 – 1987 Rasikomp Nusantara 1987 – 1990 PT Rajasa Hazanah Perkasa as Managing Director 1987 – 1991 Board member and COO of Orion Satellite Asia Pacific in Washington DC 1991 – Current President Director of PT Pasifik Satelit Nusantara 1993 – 1995 Marketing Director of PT Satelit Palapa Indonesia 1994 – Current Chairman and CEO of ACeS 1999 – 2008 Chairman of Indonesian Institute of Corporate Governance 2005 – 2006 Expert Staff for BRR 2007 – 2012 Member of Board of Commissioner of PT Garuda Indonesia 2008 – 2012 Member of Board of Commissioner of PT Dirgantara Indonesia (Persero) 2008 – 2011 Member of Board of Commissioner of PT Perusahaan Pengelola Aset 2009 – 2010 Member of Board of Commissioner of PT Merpati Nusantara Other : Graduate with Honors from Purdue University Howard Hughes Fellowship Nominated in 1997 as The Best Satellite Executive of The Year, Washington DC Nominated in 2001 as The Best Satellite Executive of The Year, Washington DC Awarded in 2005 as The Best Satellite Executive of The Year in the Asia-Pacific

3

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE) CONFERENCE PROGRAM SATURDAY, 8 NOVEMBER 2014 7:30 - 8:00

Registration Opening ceremony

8:00- 8:45

Photo session

8:45 - 9:00

Coffee break Invited speaker 1:

9:00 - 9:50

Prof. Hiroshi Ochi (Kyushu Institute of Technologi, JAPAN ) Multi-MIMO Wireless System - from Theory to Chip Design Invited speaker 2: Prof. Dr. Trio Adiono (Institut Teknologi Bandung) Challenges and Opportunities in Designing Internet of Things Invited speaker 3: Dr. Adi Rahman Adiwoso (PT. Pasifik Satelit Nusantara) Role of Satellite Telecommunication in Indonesia LUNCH BREAK

9:50 - 10:40

10:40 - 11:30 11:30 - 12:30

Parallel session 1 12:30 - 15:00

ROOM A

ROOM B

15:00 - 15:15 15:15 - 17:30

ROOM C

coffee break Parallel s ession 2 ROOM A

ROOM B

18:30 - 20:00

ROOM C

GALA DINNER

SUNDAY, 9 NOVEMBER 2014 8:00 - …

ROOM D

cultural program (city tours) ( *with additional arrangements )

xiv

ROOM D

PARALLEL SESSION

TIME

ROOM B (5th FLOOR) CODE

PS05

ITC01 The Development of 3D Educational Game to Maximize Children’s Memory

IP02

Selective Encryption of video MPEG use RSA Algorithm

CC02

ITC02 The Influence of Knowledge Management to Succesful Collaborative Design

IP03

Analytical Hierarchy Process for Land Suitability Analysis

CC03

IP04

Training Support for Pouring Task in Casting CC04 Process using Stereoscopic Video Seethrough Display - Presentation of Molten Metal Flow Simulation Based on Captured Task Motion CC05 Feature Extraction and Classification of Heart Sound based on Autoregressive Power Spectral Density

Real-time SoC Architecture and Implementation of Variable Speech PDF based Noise Cancellation System Application of Supervised Learning in Grain Dryer Technology Recirculation Type Cooperated with Wireless Sensor Network Design of Real-Time Gas Monitoring System Based-on Wireless Sensor Networks for Merapi Volcano ANFIS Application for Calculating Inverse Kinematics of Programmable Universal Machine for Assembly (PUMA) Robot

ITC05 A mobile diabetes educational system for Fasting Type 2 Diabetes in Saudi Arabia

A Simple Three-phase Three-wire Voltage Disturbance Compensator

IP08

PS09

Analysis of Protection Failure Effect and Relay Coordination on Reliability Index

IP09

PS10

Extreme Learning Machine Approach to Estimate Hourly Solar Radiation On Horizontal Surface (PV) in Surabaya –East Java

IP10

PS07 7 8 9 10

TITLE

Enhancement of DRAMs Performance using Resonant Tunneling Diode Buffer

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Design and Simulation of Neural Network Predictive Controller Pitch-Angle Permanent Magnetic Synchrounous Generator Wind Turbine Variable Pitch System Inverse Clarke Transformation based Control Method of a Three-Phase Inverter for PV-Grid Systems Control of a Single Phase Boost Inverter with the Combination of Proportional Integrator and Hysteresis Controller

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A Comparative Study on Signature Recognition

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HOVER POSITION CONTROL WITH FUZZY LOGIC

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2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

ROOM A (HALL, 5th FLOOR) TITLE NO CODE PS01 Design and Implementation of Solar Power as Battery Charger Using Incremental Conductance 1 Current Control Method based on dsPIC30F4012 PS02 An Adaptive Neuro Fuzzy Inference System for Fault Detection in Transformers by Analyzing 2 Dissolved Gases PS03 Optimal Power Flow based upon Genetic Algorithm deploying Optimum Mutation and Elitism 3 PS04 Design Analysis and Optimization of Ground Grid Mesh of Extra High Voltage Substation Using an Intelligent Software

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Modulation Performance in Wireless Avionics Intra Communications (WAIC)

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Double Dielectric Barrier Discharge Chamber for Ozone Generation

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CC19 A Compact Dual-band Antenna Design using Meander-line Slots for WiMAX Application in Indonesia CC20 Design and Analysis of Dualband J-Pole Antenna with Variation in T-Shape for Transceiver Radio Communication at VHF and UHF Band ITC24 Visualization of Condition Irrigation Low Cost Implementation for Synchronization in Distributed Multi Antenna Building and Canal Using Web GIS Using USRP/GNU-Radio Application

ITC21 Decision Support System For Stock Trading Using Decision Tree Technical Analysis Indicators and Its Sensitivity Profitability Analysis ITC22 Design Web Service Academic Information Development of the First Indonesian S-Band ITC25 Comparison of three back-propagation Radar architectures for interactive animal names System Based Multiplatform utterance learning ITC26 WORK IN PROGRESS - OPEN ITC23 Effects of VANET's Attributes on Network EDUCATION METRIC (OEM) : Performance DEVELOPING WEB-BASED METRIC TO MEASURE OPEN EDUCATION SERVICES QUALITY

2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

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2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE)

Providing Information Sources Domain for Information Seeking Agent From Organizing Knowledge Istiadi1,2

Lukito Edi Nugroho2, Paulus Insap Santosa2

1

Department Of Electrical Engineering Widyagama University of Malang Malang, Indonesia e-mail: [email protected]

Abstract—This paper proposes a tracking mechanism to obtain the information sources that are stored on the personal knowledge organization which will be used to direct the search of information on the Internet by a software agent. Semantic representation of the organizer is viewed as a map of the information sources that are classified hierarchically based on the scopes of knowledge domains from the standpoint of the agent. The tracking mechanism by query will look for the information sources in the knowledge domains based on the same scope of a defined knowledge domain. This tracking will produce a list of information sources that will be followed to get the domain location as internet access preferences Keywords— Knowledge organization; information seeking; domain information

I. INTRODUCTION One dimension of Self-directed learning is finding resources [1]. The Internet is one of the many information sources that provide open content of knowledge resources. However, the abundance and diversity of information on the Internet is one of the problems to obtain the relevant information. Ensuring relevant information requires much attention, so that the availability of information seeking tools will help reduce the effort. The study of the web information retrieval have generally been done on the repository system which organize of centralized resources, such as personalization of preferences and navigation behavior in [2], personalization of browsing behavior and collaborative filtering in [3], and the use of world knowledge base in [4]. However, resource organizers that are personal and local as in [5] have not been exploited further. While in the framework of cognitive tools [6], in addition of the knowledge organization, also need information seeking feature which supports the provision of information as learning materials. When information sourced from the Internet as the knowledge resources has been organized through a semantic representation, the representation potentially be utilized as basis for computer operation [7]. In the organizing, the information has been classified in the domains of knowledge

2

Department of Electrical Engineering and Information Technology Universitas Gadjah Mada Yogyakarta, Indonesia e-mail: [email protected], [email protected] [8] and if the information sources (URLs) are also stored in classified system [9], then the sources can be utilized as preferences to exploit for the search area of information within the same scope of knowledge domain. This approach is based on the concept of user behavior in accessing the Internet [10]. Internet users generally use their access experience to get the information needed in certain locations. When the user has experience to obtain information on a domain from a particular source, then this domain probably referred back to the complement of other relevant information. Sources location that remembered by the user will help in limiting the scope of information search space. Tools with autonomous capabilities (such as software agents) require a knowledge base as a basis for reasoning [11]. In the context of the information seeking, the knowledge base should be able to provide preference to support the information searching. So, the agent can act more efficient to seek the related information that are needed. Based on the aformentioned concept, this paper proposes a tracking mechanism in personal knowledge organization to obtain information sources that in the next step should be extracted by functional part of the agent to get the domain location as access references. This domain then can be used to focus the information search area by the software agent. Furthermore, we start with explanation of knowledge representation structure which is used on the knowledge organizer. The next step we discuss the information seeking approach based on the location domain. Finally, the tracking mechanism that proposed to provide the location domain will be explained with an example of simulation using Protégé software. II.

SEMANTIC STRUCTURE FOR ORGANIZING PERSONAL KNOWLEDGE

Knowledge organization requires a knowledge representation as organizing scheme. The scheme with semantic structure has the advantage, as it allows to be traced by machine (computer program) that on particular needs can be used as base its operations [7]. Ontology is one of Semantic

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model which provides definition of the concepts and their relationships formally [13]. Schematic model of organizing in this study using ontology approach to express the concept of knowledge structure and the concept of knowledge objects. Knowledge structure level describes the relationships among the information in the knowledge domain (KD), while the knowledge object (KO) is a representation of information resources as digital document. This scheme (Fig.1) was adapted from the ontology model in [8] and the previous work [9] by simplify the scheme only two levels and add some relation to accommodate some kind of relationship which inspired from [13, 14]. In [13], Organizing scheme declared into some categories relationships including hierarchical, associative, and equivalency. In [14], there was providing some elements to describe a digital document and utilizing some specific relationships to organizing the documents.

knowledge object as description of digital documents. A part of these properties is the document source that may contain the address of the Internet resources in the form of a URL. Furthermore, this property will be tracked and exploited to support information seeking. The design of the above scheme is still a concept model which needs to be implemented using ontology language that can be operated by a computer program. OWL is a language to express the ontology on the web which is a W3C standard [15]. OWL is used not only for web-based applications, but also enables for desktop applications [16]. Ontology development has been supported a number of software include Protégé. Protégé provide a GUI-based development ontology to define a class, object property, datatype property and to enter individuals [16]. After design phase then can be generated serialization format of OWL. Query operation feature using SPARQL allow testing and simulation can be performed to obtain certain data. Fig. 2 presents the development of knowledge organizers ontology that has been designed.

The kinds of pairs relationships structure: - isPartOf/hasPart - isReferencedBy/References - isBasisFor/isBasedOn - isRequiredFor/Requires - UsedFor/Use

Fig. 2.

III.

Fig. 1.

Ontology design of knowledge representation

According to Fig. 1, there are two definitions of classes, the Knowledge Domain (KD) and the Knowledge Object (KO). KD class represents the structure in the presence of relations in hierarchical, associative, and equivalency categories. Relation isPartOf / hasPart is a medium to express the hierarchical structure which is used to build the classification, while the other relations included in the associative, and equivalency. KD class connected to KO class through hasContent / isContetOf relation. KO class has properties related to the

Ontology development of knowledge representation

INFORMATION SEEKING APROACH BASED ON LOCATION DOMAIN

In general, a web site contains information resources in a particular domain [17]. Web resources locations organized on the server by using the URL format [18]. A host of web marked as domain names (URL base), while the web elements allocated in certain paths. The existence of a domain name allows developed advanced search in the search engines which can limit the search to a specific host. Users can specify a search on a site with a domain name and include the keyword. This agrees with the behavior of users in accessing information on the Internet. The user behavior in accessing information on the web is generally influenced by their experiences [10]. The user experience is formed when a site to be a concern because it

286

Fig. 3.

Case example knowledge resources organization

contributes significant information or user often explore the site so that the scope of any information found stored in memory. So, users can directly access to certain sites that have been known the scope of its contents to get the other related information.

As illustration of how the tracing mechanism is operated, the following description will explain through an example and simulation using protégé. For example, someone interested in studying knowledge of database. In the learning process some information resources has been organized as shown in Fig. 3.

Based on the approach, when the information resources along with the data source has been mapped in the knowledge representation, then it can be viewed as a memory of information source on the other side. The sources of information that can be viewed classified based on the scope of knowledge domains. If the user expects other information of a domain of knowledge, the information was chance be found in the domain name of environmental resources that are already available.

Fig. 3 just show the hierarchical structure (hasPart relations) from KD as a case example, while any other kind relationships and KO elements is not displayed. In structure it appears some KD in the scope of database knowledge that has been explored. Among some KD, there exist SQL KD that cover SQL_Delete KD, SQL_Insert KD , SQL_Select KD , and SQL_Update KD that are contained documents obtained from sources on the Internet as shown in the picture. For example, the person has the insight that there is a procedure in a SQL query to create view, but not know it in detail. Perhaps he hopes to supplement the information from the sources that contribute. A SQL_View KD can be defined as new KD with include some words such as "Database SQL View" as keyword and expect the software agent can complete the content with relevant information.

IV.

TRACKING DOMAIN INFORMATION SOURCES FROM ORGANIZING SCHEMA

In the hierarchical structure of the knowledge organization, the scope of the knowledge domain is composed from a broad scope until to the narrow scope. It also illustrates the potential level of the breadth content of resources are covered. When a new knowledge domain is added as part of an existing domain, then the tracking process can be started from the domain knowledge at the level closest to the broader level. The mechanism of the process of tracing is presented as follows: a. b. c.

Based on the tracking mechanisms that have been identified, then the process is presented as in the following stages. First stage, starting from defining the SQL_View KD to find KD at the upper level. This can be done with a query by selecting KD with hasPart relation to SQL_View KD. Fig. 4 shown the query to obtain upper KD and the result.

Begin from the position of defined a new knowledge domain, go to the knowledge domain on the upper level that covers the surrounding areas. From the knowledge domain that found, get all the knowledge domain below and get the sources of information in the knowledge object. If the location of information sources (URL) are found then extract them to obtain a domain name (URL base) as the preference of the search area needed information. But if the location of the information source is not found, go to domain knowledge on a wider scope on the upper level and repeat b step.

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Corresponding the proof of case example, the tracking mechanism can be formulated as function as basis for computer operations. The function is declared by borrowing SWRL notation[19]. Fig. 6 capturing knowledge structure as illustration that used for the function formulation. Dx

Fig. 4.

Query the upper level of KD

The results of the query will take on the position of SQL KD. The next stage, from the current position find all KD below and get the information sources of KO in it. The query command to obtain the information sources shown in Fig. 5.

Dy1

Dy2

Dy3

…

Dyn

Oy1

Oy2

Oy3 …

Oyn

Fig. 6.

Do

Illustration of knowledge structure for function formulation

If Do is a defined new knowledge domain, then the operation to get the knowledge domain that cover it can be expressed in (1). isPartOf(?Do, ?Dx)→coverage(?Dx)

(1)

Once the knowledge domain is found in Dx, then the operation to obtain the information sources covered by Dx can be expressed in (2). hasPart(?Dx, ?Dy) ∧ hasContent(?Dy,?Oy) ∧ DocSource(?Oy, ?Sy)→contains(?Dx,?Sy)

(2)

Function in (2) is similar to the process of selection of information sources (Sy) that is filtered from the DocSource data property in the knowledge object (Oy) as content of knowledge domains (Dy) are covered by Dx, so the output function can generate a list of information sources in the scope of the knowledge domain. Furthermore, the functions that have been formulated then can be used as a reference for computer operations in tracking the information sources in the knowledge organization. V.

Fig. 5.

Query of information sources

Query in Fig. 5 above to select KD under SQL KD using hasPart relation. The results are used to find KO therein using hasContent relation. To obtain information sources of each KO carried data selection on DocSource property. Based on the results of the query, it can be seen several sources of information on scope of the SQL KD. If the sources of information in the format of the URL that are extracted then its domain name will be obtained including www.w3schools.com and www.tutorials.com as target search area. With the identified domain name and the declared keywords then can be used by software agents to focus the information searching.

FURTHER RESEARCH

Previous explanation has provided an overview how to find the information sources from the knowledge resources organization that will be extracted to obtain the domains location of accessing resources. The next stage required design of an agent model for information seeking that will execute it. The agent should be able to utilize the reference tracking mechanisms at the level of organizing knowledge and follow it up for navigating the searching information to certain host. Furthermore, the search results can be filtered using a method of information retrieval. On the other hand, Organizing knowledge may contain information documents which is not from the Internet, but contribute to increase users knowledge. It is also potential for further use in supporting information seeking. When the information documents that were mapped in the organizing scheme and allow to be extracted the keyword terms then it can be used to strengthen the search of other resources on the Internet based on concept of topic descriptor and discriminator

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[20]. Furthermore, this can be an alternative to support information seeking with connected to the personal knowledge organization. VI.

REFERENCES

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CONSLUSION

Knowledge representation of the knowledge organization that has been designed not only serves to integrate the resources, but also can be read to find the information sources which stored. The hierarchical structure of the representation can be viewed as a map of information sources based on the scope of the knowledge domain. When a new knowledge domain has been defined, the query tracking mechanism can find the information sources within the same coverage domain, so that the sources potentially to be used as a reference to redirect information search on the internet based on the domain location.

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AUTHOR INDEX Abadi, Imam Abdillah F. I. Abdualgader, Dreis Abdurohman, Maman Abraha, Kamsul Abuelenin, Sherif M. Achmad, Muhamad Iradat Adi, Wisnu Kuntjoro Adiatmoko, M.F. Adiono, Trio Adji, Teguh Bharata Afif, Ruchaemi Agus, Fahrul Akil, Yusri Syam Akrom, Afdhal Alotaibi, Mohammed Altwaijry, Hesham A. Alwakeel, Sami S. Anggara, Jovan Anggraini, Ratih Nur Esti Anif, M. Anif, Muhammad Ardelina, Nancy Ardyanto, Aditya Ferry Arifin, Zainal Asfani, Dimas Anton Ashari, Mochamad Aslam, M. Usman Ayuningtias, Defrin Karisia Budi, Indra Buntat, Zolkafle Cahyadi, Adha Imam Cheema, Muhammad Bilal Cheema, Muhammad Usman Christyono, Yuli Chung, Wan-Young Dalmi, Kessya Din Daoud, Ahmad A. Darwis, Rizadi Sasmita Djaelani, Elan Djunaidy, Arif El-Rabaie, El-Sayed M. Elgreatly, Ahmed Lutfi Endroyono Eridani, Dania Facta, Mochammad Fahmi, Daniar Fahrul, Agus Falahah Fanani, Nurul Zainal Faris, Muhammad Fauziati, Silmi Firdaus, Aji Akbar

370 238 398 122 77 61 158 417 142 19 165,290 259 127 381 103 207 302 302 232 271 28 24 445 19 296 238, 365 375,386,402 333 308 254 407 66, 87 333,338 333 449 44 271 61 436 50 280 14 14 436 187 398, 407 238, 365 259 308 216 66,87 290 345

Galih, Savitri Gani, Prati Hutari Gautama, Gian Gemini, Vipin Hafizh, Idham Haikal, Muhammad Agil Hakim, L. Hantono, Bimo Sunafri Hasibuan, Zainal A. Hatta, Heliza Rahmania Hendarto, Hugo Adeodatus Hermawan Hernanda, IGN Satriyadi Hery P, Mauridhi Hidayat, S.S. Hidayat, Sidiq Syamsul Hidayatno, Achmad Hoffmann, Marc Hugeng Hutoro, Koko Ilham, Julian Isnanto, R. Rizal Istiadi Iswanto Iwamoto, Kazuyo Kaiser, Thomas Karnoto Kartinisari, Evril N. Khairina, Dyna Marisa Koesuma, Sorja Komarudin, M. Krismawardana, Yoga Kurnianingsih Kurosaki, Masayuki Lambang, Subagyo Lestari, Andrian Andaya Macrina, Ajub Ajulian Zahra Mardiana, Siti Mukti, Prasetiyono Hari Munadi Munandar, Devi Murthy, Pessapaty S.R Chandra Murtianta, Budihardja Musa, Ahmad Musyafa’, Ali Nan Cenka, B. A. Nugroho, F.X. Satriyo D. Nugroho, Hanung Adi Nugroho, Lukito Edi Nurhayati, Oky Dwi Nurrahmi, Siti Ochi, Hiroshi Okane, Toshimitsu

455 122 232 81 19 392 170 244 254 127 33, 39 407, 411 238, 365 417 28 24 314 455 232 142 44 181 265, 285 87 131 455 407 365 296 28 170 449 24, 97 175 259 459 314 225 436,445 33,39 72 327 427 323 370 318 290 66, 137, 158, 165 97,285 202 77 175 131

Pandini, Meta Lara Paramartha A.A.G.Y. Paramartha, A.A.G. Yudhi Penangsang, Ontoseno Pradhana, Harindra Wisnu Prakoso, Bagas Sakamulia Pramudita, Kevin Eka Prasetijo, Agung B. Prasetyo, Hermawan Prasetyo, Totok Pratomo, Leonardus H. Priananda, Ciptian Weried Priyadi, Ardyono Priyogi B. Pujiantara, Margo Purwarianti, Ayu Putra, Alexander W Setiawan Putra, Guntur Dharma Putra, Septian Gilang Permana Rachman, Isa Raharja , Nia Maharani Raharya, Naufan Rahmawati, Yani Rajagukguk, Antonius Rakhman, Arkham Zahri Ratri, Ignatia Dhian Estu Karisma Riawan, Dedet Candra Riyadi, Munawar A. Riyadi, Slamet Robandi, Imam Rochimah, Siti Royce, Eduard Rubhasy A. Rubhasy, Albaar Sakti, Indra Salam, Zainal Samran Samran, Muhammad Santosa, Paulus Insap Santoso, Imam Saputra, Laurentius Kuncoro Probo Selo Serliningtyas, Herlinda Setiawan, F. Budi Setiawan, Florentinus Budi Setiawan, Joga Dharma Setijadi, Eko Setiono, Felix Y. Setyawan, Iwan Shaaban, Ahmed A. Shiddiqi, Ary Mazharuddin Sholeh, Rahmat Siahaan, Daniel Siswanto Soedibyo Soeprijanto, Adi

296 318 254 142 117 153 56 302 275 24 323 392 417 318 417 275 422 265 19 142 87 432 192,198 375 97 165 375 449 350 386 271 221 318 254 91 407 338 333 187,285 113 137 244 459 56 148, 441 33, 39 445 323, 355 153, 221 14, 61 211 127 280 56 345,392,402 142, 370

Soesanti, Indah Studiawan, Hudan Subiyanto, L. Sugiarto, Bambang Suharjono, A. Suharjono, Amin Suharjono, Lateko Suhartomo, Antonius Sulistiarini, Emma Budi Sulistiyanti, S. R. Sumaryono Supriyo, B. Suryanegara, Muhammad Suryani, Titiek Susanto, Adhi Susilo, Deddy Sutiono, Michael Aditya Suwadi Suyanto Syafaruddin Syafei, Wahyul Amien Syafraditya, Tierta Syahputra, Ramadoni Syai’in, Mat Syakur, Abdul Syamsi, Djohar Teguh M, Kurniawan Timotius, Ivanna K. Tjokronagoro, Maesadjie Tokunaga, Hitoshi Triandini, Evi Triyana, Kuwat Tumbelaka, Hanny H. Ubaya, Huda Umiati, Ngurah Ayu Ketut Utami, Eva Yovita Dwi Utomo, Christiono Vani, Alamuru Wahyudi F., Imam Wanda, Putra Waris, Tajuddin Wibisono, Gunawan Wibisono, Stanley Suryono Widiastuti, Ika Widjaja, Imanuel Widodo, Thomas Sri Widyawan Winarko, Oktanto Dedi Wirawan Wulandari, Meirista Yohana, Eflita Yudamson, A. Yulian, Deni

249 211 142 50 28 24 381 422 265 170 259 28 432 436 113, 158 427 232 436 345 381 175 109 386,402 142 411 72 202 153, 221 113 131 280 77 360 103 77 427 192, 198 327 417 244 381 109 148 216 232 113 97 459 436 137 398 170 459