i

Proceeding

The Third Indonesian-Japanese Conference on Knowledge Creation and Intelligent Computing

2014

Electronic Engineering Polytechnic Institute of Surabaya (Indonesia) Keio University (Japan)

State Polytechnic of Malang (Indonesia)

Malang, Indonesia, March 25-26th, 2014

Editor Nana Ramadijanti

Entin Martiana Umi Sa’adah

Yuliana Setiowati

EEPIS Press

ii

Published by EEPIS Press Kampus ITS Keputih Sukolilo Surabaya 60111 Email : pens@eepis-its.edu

The Third Indonesian-Japanese Conference on Knowledge Creation and Intelligent Computing 2014 COPYRIGHT ©2014 BY EEPIS PRESS All right reserved. This book or parts thereof, may not be reproduced in any form or by any means, electronically or mechanically, including photocopying, recording or any information storage and retrieval system now known or to be inverted, without written permission from the publisher.

ISBN: 978-602-9494-97-6

x

Table of Contents Reinforcement Programming: A Function Based Reinforcement Learning 1 Irene Erlyn Wina Rachmawan, Ali Ridho Barakbah, Ira Prasetyaningrum and Yuliana Setiowati

Flow Direction Prediction of The Ball Movement for Humanoid Robot Soccer Goalkeeper 8 Indra Adji Sulistijono, Ahmad Fuady, Fahrisal Rusian and Achmad Subhan Khalilullah A Dynamic Passenger-Flow Targeting Digital Signage System with Correlation and Classification Computing for Railways

14

Eiko Takayasu, Jeremy Hall and Yasushi Kiyoki Troops Behavior Animation on Real Time Strategy Game Using Flocking Behavior 21 Widi Sarinastiti, Christyowidiasmoro and Moch. Hariadi Practice Approach of Computer Programming Education That Adopted The Flipped Classroom By Using e-Learning

28

Yasuhiro Hayashi, Ken-ichi Fukamachi and Hiroshi Komatsugawa Secure Content Exchange in Delay Tolerant Networks Using Attribute-Based Encryption 35 Amang Sudarsono, Sritrusta Sukaridhoto, Toru Nakanishi, and Nobuo Funabiki Combining KNN and SVM Classification on Intrussion Detection System Using Dempster-Shafer Theory

44

Akhmad Alimudin , Waskitho Wibisono , and Diana Purwitasari Intrusion Detection with On – line Clustering Using Reinforcement Learning 50 Indah Yulia Prafitaning Tiyas, Ali Ridho Barakbah, Tri Harsono, and Amang Sudarsono Analysis of Urban Area Environmental Conditions in Surabaya to Support The Communication System for Intelligent Transportation System Case Study: Vehicle to Infrastructure (V2I) Communication

58

Nur Adi Siswandari, Okkie Puspitorini, Ari Wijayanti, and Hani’ah Mahmudah Pattern Synthesis of Two Dimension Array Antennas using Genetic Algorithms (GAs) to Maximize Signal to Interference Ratio (SIR)

66

Budi Aswoyo, Achmad Basuki Mobile Web Based of Geographic Information System For Culinary Places In Kediri 73 Fatthony Aunur Rozzy, M. Udin Harun Al Rasyid, and Ahmad Syauqi Ahsan A Regional Food’s Featured Ingredient Recognizing Algorithm and Its Application 81 Trung Duc Nguyen, Diep Thi-Ngoc Nguyen, and Yasushi Kiyoki Prototype of Monitoring System and Fishing Boat Safety Navigation for Early Detection of Accident and Emergency

88

Ade Luthfi Nurrahman, Bakhtiyar Sierad, Halla Dhinasti, Vanny Mega Christanti, Yunanda Basuki, Wahyu Tjatur Sesulihatien, Taufiqurrahman, and Rizky Yuniar Hakkun

Human Behavior Based Evacuation in A Large Room Using Cellular Automata Model For Pedestrian Dynamics

96

Tri Harsono , Ali Ridho Barakbah, and Kohei ARAI

xi

Earthquake Density Measurement Using Automatic Clustering 102 Amin Endah Sulistiawati, Ali Ridho Barakbah, Tri Harsono, and Yuliana Setiowati A Cross-cultural Color-Impression-Map System for Analyzing and Visualizing Image Feature 111 Phu Nguyen Duc, Shiori Sasaki, Diep Nguyen Thi-Ngoc and Yasushi Kiyoki Scenery Image Retrieval for Tourist Spots Using Classification of HSV Color Features 119 Achmad Basuki, Fadilah Fahrul Hardiansyah and Nana Ramadijanti A Sociocultural-Dimensional Analysis of Anti-Governmental Regional Upheaval in the Middle East by Visualizing Global Political Effects using the 5D World Map System

125

Amane KOBAYASHI, Shiori SASAKI and Yasushi KIYOKI Building Public E-Health With 5D World Map System (EH5D): Awareness Scenario of Dengue Spreading in Surabaya

133

Wahjoe Tjatur SESULIHATIEN, Tri HARSONO, Shiori SASAKI and Yasushi KIYOKI Lake Water Management System Based on Geographic Information Systems 140 Kohei Matsunaga and Wanglin Yan Monte Carlo Approach for Rainfall-runoff Model Uncertainty Analysis using Generalized Likelihood Uncertainty Estimation

145

Ratih Indri Hapsari and Satoru Oishi