IICST 2020
Innovations in Information and Communication Science and Technology

Table of Contents

• Preface
  
  

Session 1: Affective Engineering

• Does Caffeine Cause Effect on Short-term Memory? 1-6
  Hyeonsoo Yoo, Igor Goncharenko, Yanlei Gu
• Towards Musical Game Therapy: A Survey on Music Therapy and Games for Health Promotion 7-11
  Nowshin Faiza Alam, Pujana Paliyawan, Ruck Thawonmas

Session 2: E-Commerce

• Aspect Based Sentiment Analysis for Customer Reviews on Bakso President Malang 12-19
  Fitra A. Bachtiar, Whita Parasati, Nanang Yudi Setiawan

Session 3: Monitoring and Control

• Monitoring Surface Water Dynamic Using Cloud Computing Platform of Google Earth Engine 20-25
  Fatwa Ramdani, Putri Setiani
• A Numerical Study on Heat Transfer Across a Contact Pair 26-32
  Yulia R. Kolosova, Aleksandr A. Dementiev, Aleksei I. Soldatov, Ali A. Abouellaill, Andrei A. Soldatov

Session 4: Data Mining and Knowledge Discovery

• Exploring an Intelligent Approach in Knowledge Mapping with Ontology and Text Mining: Systematic Literature Review 33-40
  Shidiq Al Hakim, Dana Indra Sensuse, Indra Budi, Pudy Prima, Nadya Safitri
• Improving Performance for Prediction of Hepatocellular Carcinoma Using Stacking Method of Support Vector Machine 41-50
  Lailil Muflikhah, Widodo, Wayan Firdaus Mahmudy, Solimun
• Initial Centroid Optimization in K-Means Algorithm for Educational Data Mining 51-56
  Raga S.H. Istanto, Arinda D. Listikowati, Bekti P. Wibowo, Fitra A. Bachtiar

Session 5: Machine Learning

• Assessing Customer Needs Based On Online Reviews: A Topic Modeling Approach 57-62
  Thariq M. Jauhari, Soomin Kim, Mate Kovacs, Uwe Serdült, Victor V. Kryssanov
• Multi-Food Recognition in Single Tray Box Image With Scarcity Data Using Convolutional Neural Network 63-69
  Yuita Arum Sari, Sigit Adinugroho, Jaya Mahar Maligan, Muh. Arif Rahman, Yusuf Gladiensyah Bihanda
• A Prediction of Rainfall Data Based On Support Vector Machine With Stochastic Gradient Descent 70-75
  Dian Puspita Hapsari, Mohammad Imam Utoyo, Santi Wulan Purnami

Session 6: ICT for Society

• Monitoring Road Surface Conditions with Cyclist's Smartphone Sensors 76-82
  Budi Darma Setiawan, Victor V. Kryssanov, Uwe Serdült
• Discovering Tourism Topics From Social Media: A Case Study of Japan 83-89
  Valentinus Roby Hananto, Uwe Serdült, Victor V. Kryssanov
• Malang Tourism Recommendation Using Mobile Based Group Decision Support System 90-96
  Ratih Kartika Dewi, Muhammad Aminul Akbar, Mustika Mentari, I Made Wira Satya Dharma, Felinda Gracia Lubis, Ade Armawi Paypas
• Pedestrian Detection in Different Lighting Conditions Using Deep Neural Networks 97-104
  Jason Nataprawira, Yanlei Gu, Koki Asami, Igor Goncharenko
• Text Mining for Aspect Based Sentiment Analysis on Customer Review : A Case Study in the Hotel Industry 105-112
  Fitra A. Bachtiar, Wirdhayanti Paulina, Alfi Nur Rusydi

Session 7: Computer Networks

• Optimal Position to Place Wi-Fi Range Extender to Improve Its Performance 113-118
  Toshikazu Nishimura, Mikhael Jonathan Angelo Wibowo, Theofillus Toby Gunawan, Muhammad Junaid Sajid