KINETIKGame Technology, Information System,

Computer Network, Computing, Electronics and Control

ISSN 2503-2259

Published byUniversitas Muhammadiyah Malang

KINETIK Vol. 05 No. 04 November 2020

K

Editorial Board

Editor in Chief Agus Eko Minarno (Univ. Muhammadiyah Malang) (Scopus Author ID: 56357954100)

Advisory Editor

Robert Lis (Wroclow University of Science and Technology) (Scopus Author ID: 2339344200) Ismail Khalil Ibrahim (Johannes Kepler University Linz) (Scopus Author ID: 55664509100)

Roman Voliansky (Dniprovsky State Technical University) (Scopus Author ID: 6507010480) Zulfatman (Univ. Muhammadiyah Malang) (Scopus Author ID: 57193516875)

Taufik (California Polytechnic State University) (Scopus Author ID: 55315690500) Kavitha Muthusubash (Hiroshima University) (Scopus Author ID: 57203887246)

Muhammad Haikal Satria (Univ. Teknologi Malaysia) (Scopus Author ID: 35103388600) Rozaimi Ghazali (Univ. Teknikal Melaka) (Scopus Author ID: 56989093200)

Tohari Ahmad (Institut Teknologi Sepuluh Nopember) (Scopus Author ID: 35241970700) Amrul Faruq (Universitas Muhammadiyah Malang) (Scopus Author ID: 41761216200) Munawar Agus Riyadi (Univ. Diponegoro Semarang) (Scopus Author ID: 6504093131)

Deris Stiawan (Univ. Sriwijaya) (Scopus Author ID: 36449642900) Tole Sutikno (Univ. Ahmad Dahlan) (Scopus Author ID: 35794013800)

Evizal Abdul Kadir (Univ. Islam Riau) (Scopus Author ID: 50561254400) Wahyu Andhyka Kusuma (Univ. Muhammadiyah Malang) (Scopus Author ID:57053301700)

Layout and Composition Adhitya Dio Waskito

Editorial Address Informatics Engineering Department and Electrical Engineering Department

Faculty of Engineering, Universitas Muhammadiyah Malang Jl. Raya Tlogomas 246, GKB III 4th floor

Phone 0341. 464318 (Ext. 247) Fax. 0341. 460435 Malang, 65144

November 2020 Vol. 5 No. 4 (ISSN: 2503-2259)

Editorial Introduction Assalamu’alaikum Wr. Wb. Alhamdulillah thanks to Allah Subhanahu Wa Ta’ala, because of His mercy, KINETIK journal, Volume 5, Issue 4 2020 is officially published. We would like to deliver our gratefulness and highest appreciation to peer reviewers, editor, writers, and all people that have helped and cooperated to make KINETIK journal published. We hope that KINETIK journal could be beneficial and contributive to the knowledge development for all of us. Finally, in order to improve the quality of its contents and layout, we invite you to kindly share your suggestion via email to our editorial team for the following edition improvement. Wassalamu’alaikum Wr. Wb. Editor

TABLE OF CONTENTS VOLUME 5 ISSUE 4

Prediction Insulin-Protein Interactions Associated Based on Ontology Genes Using Extreme Gradient Boosting and Centrality Method Mohammad Hamim Zajuli Al Faroby (Institut Teknologi Sepuluh Nopember, Indonesia) Mohammad Isa Irawan (Institut Teknologi Sepuluh Nopember, Indonesia) Ni Nyoman Tri Puspaningsih (Airlangga University, Indonesia)

253-262

Cyber Security Analysis of Academic Services based on Domain Delivery Services and Support using Indonesian E-Government Ratings (PEGI) Imam Riadi (Universitas Ahmad Dahlan Yogyakarta, Indonesia) Iwan Tti Riyadi Yanto (Universitas Ahmad Dahlan Yogyakarta, Indonesia) Eko Handoyo (Universitas Muhammadiyah Lamongan, Indonesia)

263-270

Application of Early Diagnosis of Diabetes Mellitus (DM) Equipped with Calorie Needs for DM Sufferers using the Fuzzy Mamdani Method Humaidillah Kurniadi Wardana (Universitas Hasyim Asy’ari Tebuireng Jombang, Indonesia) Imamatul Ummah (Universitas Hasyim Asy’ari Tebuireng Jombang, Indonesia) Lina Arifah Fitriyah (Universitas Hasyim Asy’ari Tebuireng Jombang, Indonesia)

271-276

Hopscotch Game to Support Stimulus in Children’s Gross Motor Skill using IoT Riyan Kuncoro Jati (Telkom University, Indonesia) Novian Anggis Suwastika (Telkom University, Indonesia) Rahmat Yasirandi (Telkom University, Indonesia)

277-290

As-RaD System as a Design Model of the Network Automation Configuration System Based on the REST-API and Django Framework Adian Fatchur Rochim (Universitas Diponegoro, Indonesia) Abda Rafi Hamaminata (Universitas Diponegoro, Indonesia) Adnan Fauzi (Universitas Diponegoro, Indonesia) Kurniawan Teguh Martono (Universitas Diponegoro, Indonesia)

291-298

Towards an Effective Tuberculosis Surveillance in Indonesia through Google Trends Dhomas Hatta Fudholi (Universitas Islam Indonesia Yoyakarta, Indonesia) Khairul Fikri (Universitas Islam Indonesia Yoyakarta, Indonesia)

299-308

Mental Disorder Detection via Social Media Mining using Deep Learning Binti Kholifah (Politeknik Elektronika Negeri Surabaya, Indonesia) Tessy Badriyah (Politeknik Elektronika Negeri Surabaya, Indonesia) Iwan Syarif (Politeknik Elektronika Negeri Surabaya, Indonesia)

309-316

Attention-based CNN-BiLSTM for Dialect Identification on Javanese Text Ahmad Fathan Hidayatullah (Universitas Islam Indonesia, Indonesia) Siwi Cahyaningtyas (Universitas Islam Indonesia, Indonesia) Rheza Daffa Pamungkas (Universitas Islam Indonesia, Indonesia)

317-324

ANP and ELECTRE Methods for Determine New Student Admissions Yeni Kustiyahningsih (Universitas Trunojoyo Madura, Indonesia) Mochammad Kautsar Sophan (Universitas Trunojoyo Madura, Indonesia) Achmad Faris Ikhsan (Universitas Trunojoyo Madura, Indonesia)

325-334

A Fuzzy Logic-Based Automation toward Intelligent Air Conditioning Systems Gunawan Dewantoro (Satya Wacana Christian University, Indonesia) Benedictus Edwin Nugraha (Satya Wacana Christian University Indonesia) Fransiscus Dalu Setiaji (Satya Wacana Christian University, Indonesia)

335-344

Authors Index

All authors whose articles published in KINETIK Volume 5, 2020 are presented in the following lists in

alphabetical orders, completed with their numbers and pages.

Abda Rafi (4) 291 Ismail Rasulong (3) 211 Achmad Faris Ikhsan (3) 325 Iwan Arissetyadhi (2) 111 Adhi Dharma Wibawa (1) 71 Iwan Syarif (4) 309 Adian Fatchur Rochim (4) 291 Iwan Tti Riyadi Yanto (4) 263 Adlian Jefiza (2) 103 James Agajo (1) 79 Adnan Fauzi (4) 291 James Garba Ambafi (1) 79

Agus Eko Minarno (1) 1, (2) 87, (3) 169

Joko Lianto Buliali (1) 21

Ahmad Fathan Hidayatullah (4) 317 Khadijah (3) 203 Ahmad Heryanto (3) 169 Khairul Fikri (4) 299 Ahmad Ilham (1) 61 Kurniawan Teguh Martono (4) 291 Aji Gautama Putrada (1) 37 Lina Arifah Fitriyah (4) 271 Alfi Zuhriya Khoirunnisaa (1) 71 Lutfi Hakim (1) 71 Alfita Rakhmandasari (1) 55 Maman Abdurohman (1) 37 Am Maisarah Disrinama (1) 29 Moch. Rajendra Yudhistira (2) 139 Anna Marina (3) 211 Mochammad Kautsar Sophan (3) 325 Arie Cahyo Utomo (3) 227 Mochamad Yusuf Santoso (1) 29 Aulia Arif Wardana (1) 11 Mohammad Hamim Zajuli Al Faroby (4) 253 Auzi Asfarian (2) 161 Mohammad Isa Irawan (4) 253 Bayu Surarso (1) 45 Muhammad Noor (1) 21 Benedictus Edwin Nugraha (3) 335 Muhsin Bayu Aji Fadhillah (2) 147 Binti Kholifah (4) 309 Mustafid (1) 45 Buhari Ugbede Umar (1) 79 Naser Jawas (1) 1 Catur Edi Widodo (3) 179, 195 Ni Nyoman Tri Puspaningsih (4) 253 Christian Prabowo (3) 169 Nida Muhamad (2) 119 Danar Cahyo Prakoso (2) 155 Noviandi (1) 61 Denar Regata Akbi (1) 1 Novian Anggis Suwastika (4) 277 Deris Stiawan (3) 169 Nur Ghaniaviyanto Ramadhan (1) 37 Dewa Ayu Indah Cahya Dewi (3) 243 Nurul Afifah (3) 169 Dhomas Hatta Fudholi (4) 299 Olayemi Mikail Olaniyi (1) 79 Diny Melsye Nurul Fajri (1) 55 Omeiza Rabiu Isah (1) 77 Dwi Puji Prabowo (3) 235 Onny Setyawati (3) 227 Dwi Putri Handayani (1) 45 Pola Risma (2) 95 Eko Adi Sarwoko (2) 119 Ponco Siwindarto (3) 227

Eko Handoyo (4) 263 Priyo Sidik Sasongko (2) 119, (3) 203

Eko Sediyono (3) 179, 195 RD Kusumanto (2) 111 Erika Devi Udayanti (3) 235 Radityo Anggoro (2) 147 Fam Soo Fen (3) 211 Rahmat Budiarto (3) 169 Farrikh Alzami (3) 235 Rahmat Yasirandi (4) 277 Fauzi Dwi Setiawan Sumadi (3) 187 Rama Aria Megantara (3) 235 Finanta Okmayura (2) 103 Rheza Daffa Pamungkas (4) 317 Fransiscus Dalu Setiaji (3) 335 Riyan Kuncoro Jati (4) 277 Gunawan Dewantoro (3) 335 Santi Ika Murpratiwi (3) 243 Haidar Natsir Amrullah (1) 29 Sentot Imam Wahjono (3) 211 Hardianto Wibowo (1) 1 Sepyan Purnama Kristanto (1) 71 Harits Ar Rosyid (2) 139 Shofwatul Uyun (3) 219 Humaidillah Kurniadi Wardana (4) 271 Siwi Cahyaningtyas (4) 317 I Wayan Krisnhadi Bima (1) 11 Sukmawati Nur Endah (2) 119

Imam Riadi (2) 129, 155, (4) 263

Syaifuddin (3) 187

Imamatul Ummah (4) 271 Tessy Badriyah (4) 309 Irmawati Feren Kilwalaga (3) 187 Tresna Dewi (2) 95, 111

Triando Hamonangan Saragih (1) 55 Utomo Pujianto (2) 139 Vera Suryani (1) 11 Wahyu Andhyka Kusuma (1) 1 Wiradani Ramadhan (2) 161 Wisnu Pranoto (2) 129 Witri Ramadhani (2) 103 Yani Nurhadryani (2) 161 Yeni Kustiyahningsih (3) 325 Yuda Munarko (2) 87 Yudi Prayudi (2) 129, 155 Yufis Azhar (2) 87 Yuni Rahmatika (3) 195 Yurni Oktarina (2) 95 Zaimah Ibrahim (2) 87 Zainur Romadhon (3) 179 Zamah Sari (1) 1

Subject Index

Accelerometer (2) 103 Extreme Gradient Boosting (4) 253 Activity Recognition (1) 37 Extreme Learning Machine (3) 203 Air Conditioner (4) 335 Fault Detection (1) 79 Attention Mechanism (4) 317 Feature Weighting (2) 87 Automation (4) 335 Fuzzy Inference System (1) 61 ANFIS (1) 29 Fuzzy Logic (4) 335 ANP-ELECTRE (4) 325 Fuzzy Mamdani (4) 271 Balinese Traditional Clothes (3) 243 GIS (3) 219 BiLSTM (4) 317 GSM (1) 77 Biochemical Oxygen Demand (1) 21 GUI (4) 271 CNN (4) 317 Gacha (3) 169 Calorie (4) 271 Gameplay (4) 277 Calorie Burning (2) 103 Gene Onthology (4) 253 Cancave (2) 111 General Packet Radio Service (1) 11 Centrality (4) 253 Google Trends (4) 299 Classification (3) 235 Granblue Fantasy (3) 169 Clustering (2) 139 Gross Motor Skills (4) 277 COBIT 5 (4) 263 Hierarchical Hidden Markov Model (1) 37 Coefficient Correlation (1) 61 Hopscotch (4) 277 Collaborative Filtering (3) 179 Human Activity Recognition (1) 1 Community (3) 219 Identification (1) 55 Computational Linguistic (4) 309 Image Retrieval (2) 87

Computer Network (4) 291 Improvement Relational Fuzzy c-Means Clustering

(1) 21

Context-Aware (1) 37 Information System (2) 161 Convex (2) 111 Insulin (4) 253 Cosine Similarity (3) 179 Integration (4) 325

Crime (3) 195 Internet of Things (1) 11, (4) 277

Criteria (4) 325 Jatropha Curcas (1) 55 Cygames Deep Packet Inspection (3) 169 Jogging (2) 103 DDoS (3) 187 K-means (2) 139 DGBL-ID (3) 243 K-means Clustering (3) 195 Data Mining (3) 195 K-Nearest Neighbor (1) 55 Data Traffic Feature Extraction (3) 169 LVQ2 (2) 119 Database Design (2) 161 Learning Vector Quantization (2) 119 Database Optimization (2) 161 Lexile Levels (2) 139 Decision Support System (3) 195 Linear Discriminant Analysis (1) 71 Decision Tree (1) 55 Linear Method (1) 1 Deep Learning (4) 317 Live Forensics (2) 129, 155 Depression (4) 309 Lung Cancer (1) 29 Detection (3) 187 Machine Learning (4) 253 Diabetes Mellitus (4) 271 Magnetic Induction (2) 95 Dialect Identification (4) 317 Management Information System (3) 211 Digital Evidence (2) 129, 155 Mapping (3) 219 Digital Forensics (2) 155 Maturity (4) 263 Distribution Transformer (1) 79 Mental Disorder (4) 309 Early Detection (1) 29 Metasploit (2) 155 Early Warning System (2) 161 Microcontroller (1) 79 Education (4) 325 Modern Honey Network (3) 187 Educational Game (3) 243 Modified K-Nearest Neighbor (1) 55 Efficiency (4) 335 Multiraid (3) 169 Electroforming (3) 227 Narrowband-IoT (1) 11 Electronic-Formulir (3) 211 Natural Languange Processing (4) 309 Emotion Recognition on Physiological Signals

(1) 71 Near Field (2) 95

Node (2) 95 Waiting Time (1) 45 NoSQL (2) 161 Water (3) 219 Onset Prediction (1) 61 Water Quality (1) 21 PID Control (3) 227 Weighted-ELM (3) 203 Packet Loss (1) 11 Weighted Product Method (3) 195 Patient Queue Management (1) 45 Wireless Energy Transfer (2) 95 Patient Time Prediction (1) 45 Wireless Sensor Network (1) 37 PEGI (4) 263 Xcos Scilab (3) 227 Photovoltaic (2) 111 Zone Dynamics (2) 147 Physical Analysis (1) 1 Zone Routing Protocol (2) 147 Pneumonia (1) 29 Polarity (3) 235 Prediction (1) 21 Protein-protein Interaction (4) 253 Pulse Rate Signal (1) 71 Quality (3) 219 RPG (3) 169 RAM Forensics (2) 155 Radial Basis Function Network (1) 21 Radius Update Time Optimization (2) 147

Random Forest (1) 45, (2) 139

Recommendation System (3) 179 Remote Control (4) 335 Renewable Energy (2) 111 REST-API (4) 291 Router Configuration (4) 291 SMOT (3) 203 Safety (4) 263 Search Term (4) 299 Selection (4) 325 Sensor (2) 103 Shuffle Random Algorithm (3) 243 Smart Door Lock (1) 37 Social Media Mining (4) 309 Software Defect Prediction (3) 203 Software Defined Network (3) 187 Software InsideDPS (3) 211 Solar Energy (2) 111 Solid State Drive NVMe (2) 129 Solo Raid Casino (3) 169 Soybean Plant Disease Detection (2) 119 SpO2 Signal (1) 71 State Space (3) 227 Stepwise Regression Algorithm (2) 119 Support Vector Machine (1) 71 Surveillance (4) 299 System Protection (1) 77 TF-IDF (3) 235 TRIM (2) 129 TTL (3) 169 Text Classification (2) 139 Texton Co-occurrence (2) 87 Thresholding (2) 103

Tuberculosis (1) 29, (4) 299

Unstructured Sentiment Analysis (3) 235 Vehicular Ad Hoc Networks (2) 147

ACKNOWLEDGMENT

Gratitude and highest appreciation are given upon the experts, peer-reviewers, and colleagues that

have been invited as reviewers by KINETIK journal in Volume 5 edition, 2020. Here are the lists of

experts, peer-reviewers, and colleagues who have participated:

Name Affiliation Dr. Adian Fatchur Rochim Universitas Diponegoro Agus Eko Minarno, S.Kom., M.Kom Universitas Muhammadiyah Malang Ahmad Ilham, S.Kom., M.Kom Universitas Muhammadiyah Semarang Amrul Faruq, S.T., M.Eng Universitas Muhammadiyah Malang Ariyadi, S.ST., M.T Institut Teknologi Kalimantan Aulia Arif Wardana, S.Kom., M.T Telkom University Cutifa Safitri, Ph.D Universiti Teknologi Malaysia Diah Risqiwati, S.T., M.T Universitas Muhammadiyah Malang Dihin Muriyatmoko, M.T Universitas Darussalam Gontor Dimas Adiputra, B.Sc., M.Phil Institut Teknologi Telkom Surabaya Dr. Dwi Anggraini Puspita Rahayu Universitas Muhammadiyah Malang Dr. Evizal Abdul Kadir Universitas Islam Riau Evi Dwi Wahyuni, S.Kom., M.Kom Universitas Muhammadiyah Malang Firdaus, S.T., M.T., Ph.D Universitas Islam Indonesia Fitri Bimantoro, S.T., M.Kom Universitas Mataram Galih Wasis Wicaksono, S.Kom., M.Cs Universitas Muhammadiyah Malang Gita Indah Marthasari, S.T., M.Kom Universitas Muhammadiyah Malang Hilal H. Nuha, PhD Telkom University Ikhsan Romli, S.Si., M.Sc Sekolah Tinggi Teknologi Pelita Bangsa Jumail Wastam, M.Sc Universitas Muhammadiyah Jakarta Lailatul Husniah, S.T., M.T Universitas Muhammadiyah Malang Mahar Faiqurahman, S.Kom., M.T Universitas Muhammadiyah Malang Dr. Maman Abdurohman Telkom University Muhammad Aminul Akbar, S.Kom., M.T Universitas Brawijaya

Naser Jawas, S.T., M.Kom Sekolah Tinggi Manajemen Informatika dan Teknik Komputer (STIKOM) Bali

Novanto Yudistira, S.Kom., M.Sc Hiroshima University Dr. Eng. Tresna Dewi Politeknik Negeri Sriwijaya Reza Fauzan, S.Kom., M.Kom Politeknik Negeri Banjarmasin

Saide, S.Kom., M.Kom Universitas Islam Negeri Sultan Syarif Kasim Riau

Setio Basuki, S.T., M.T Universitas Muhammadiyah Malang Yuda Munarko, S.Kom., M.Sc Universitas Muhammadiyah Malang Yufis Azhar, S.Kom., M.Kom Universitas Muhammadiyah Malang Yuita Arum Sari, S.Kom., M.Kom Universitas Brawijaya Dr. Zulfatman Universitas Muhammadiyah Malang

WRITING INSTRUCTION

All manuscript should comply these following rules:

1. All manuscripts must be sent through website http://kinetik.umm.ac.id and follow

the determined registration steps. Registration and submission are free of charge.

2. The manuscripts should be written by at least 2 authors.

3. The minimum length of manuscript is 8 pages and the maximum is 12 pages. Using

paper A4 (210 x 297 mm) and complying the provided template. Manuscript is

typed using Microsoft Word (.docx) with margin 30 mm on the top, right, bottom,

and left side.

4. Title and keywords are written in Indonesia, whereas abstract must be written in

Indonesian and English.

a) Title should not be longer than 15 words, font Arial, size 14, centered alignment,

and bolded.

b) The title should comply the Indonesian Perfected Spelling System (PSS). If you

wish to use English terms, please write it in italic.

c) The maximum length for abstract is 250 words. Abstract should be written in

past tense. Nomenclature standard and abbreviation should be avoided. There

is no picture and table excerpt in abstract.

d) Maximum keywords are 5 words, and separated using comma. Keywords

should represent the content of the manuscript.

5. Manuscript writing system should consist of 4 important parts namely: (1)

Introduction, (2) primary content (methodology etc.), (3) Finding and Discussion,

and (4) Conclusion. Reference should be written on the last page.

6. Subtitle numbering should comply these following rules:

1 Title sub chapter

1.1 Title sub sub chapter

1.2 Title sub sub chapter

1.2.3 Title sub sub sub chapter

7. Picture and table should be centered and cited in paragraph.

8. Mathematical equation should be written clearly, chronological ordered, and

equipped with required notation.

9. Page number, header, and footer will not be included. All hypertext link and

bookmark will be deleted. If you wish to link to any email address or URL in your

manuscripts, it should be typed in regular font.

10. Citation and Reference should be written in IEEE standard.

a) Citation should be numbered using format [1], [2], [3], ... in accordance with its

list order.

b) Wikipedia, personal blog, and non-scientific website are not allowed.

11. Literature refers to at least 10 latest articles from reputable National or International

journal, from latest and relevant journal, referring to KINETIK journal is

recommended.

12. The detail writing instruction could be accessed and downloaded on KINETIK

website http://kinetik.umm.ac.id template section.

13. KINETIK journal, scientific research journal is published four times in a year, on

February, May, August, and November. The due dates for submission are as

follows:

a) February Edition : 25 December

b) May Edition : 25 March

c) August Edition : 25 June

d) November Edition : 25 September

Office Address:Jl Raya Tlogomas 246 Malang 65144Telp. 0341-464318, 464319 (Hunting)Fax. 0341-460435, 460782Website: http://kinetik.umm.ac.id, email: kinetik@umm.ac.id

Published byUniversitas Muhammadiyah Malang