Vol. 5 No. 4 (2023): Journal of Information Systems and Informatics

Articles

• Information Security Evaluation Using Case Study Information Security Index on Licensing Portal Applications

  Widiastuti Kusumo Wardhani ⁽¹⁾ , Benfano Soewito ⁽²⁾ , Muhammad Zarlis ⁽³⁾

  (1) Bina Nusantara University , Indonesia ,

  (2) Bina Nusantara University , Indonesia ,

  (3) Bina Nusantara University , Indonesia

  1204-1220

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  DOI : 10.51519/journalisi.v5i4.563

  Abstract View : 2883

  Download PDF downloads: 2155
• Empowering Pregnancy Risk Assessment: A Web-Based Classification Framework with K-Means Clustering Enhanced Models

  Bernard Pratama Wongso ⁽¹⁾ , Monika Evelin Johan ⁽²⁾ , Melissa Indah Fianty ⁽³⁾

  (1) Multimedia Nusantara University , Indonesia ,

  (2) Multimedia Nusantara University , Indonesia ,

  (3) Multimedia Nusantara University , Indonesia

  1221-1239

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  DOI : 10.51519/journalisi.v5i4.568

  Abstract View : 2262

  Download PDF downloads: 1493
• Evaluation the Information Security Management System: A Path Towards ISO 27001 Certification

  Jevelin Jevelin ⁽¹⁾ , Ahmad Faza ⁽²⁾

  (1) Multimedia Nusantara University , Indonesia ,

  (2) Multimedia Nusantara University , Indonesia

  1240-1256

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  DOI : 10.51519/journalisi.v5i4.572

  Abstract View : 5306

  Download PDF downloads: 2962
• Stream Clustering for Selection Recommendations Using K-Means Algorithm: A Case Study in the Informatics Study Program

  Riska Fahmita Anggraini ⁽¹⁾ , Siti Sau'da ⁽²⁾

  (1) Universitas Bina Darma , Indonesia ,

  (2) Universitas Bina Darma , Indonesia

  1274-1287

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  DOI : 10.51519/journalisi.v5i4.576

  Abstract View : 2182

  Download PDF downloads: 1317
• Spatial Analysis of Changes in Normalization Differences Vegetation Index in Protected Forest Areas of South Lore District, Poso Regency

  Muhammad Adam Suni ⁽¹⁾ , Muhammad Darmawan Basoka ⁽²⁾ , Muhammad Rafiq ⁽³⁾ , Mohamad Fahrul Himalaya Umar ⁽⁴⁾ , Hasriani Muis ⁽⁵⁾ , Rhamdhani Fitrah Baharuddin ⁽⁶⁾ , Agusman Agusman ⁽⁷⁾

  (1) Centre for Lore Lindu National Park , Indonesia ,

  (2) Centre for Lore Lindu National Park , Indonesia ,

  (3) Centre for Lore Lindu National Park , Indonesia ,

  (4) Tadulako University , Indonesia ,

  (5) Tadulako University , Indonesia ,

  (6) Tadulako University , Indonesia ,

  (7) Center for Watershed Management Palu Poso , Indonesia

  1288-1300

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  DOI : 10.51519/journalisi.v5i4.577

  Abstract View : 2566

  Download PDF downloads: 1427
• Assessment of Village Readiness for Electronic Citizen Complaint Services (e-AduMas) Using COBIT 4.1

  Doddy Ferdiansyah ⁽¹⁾ , Sali Alas Majapahit ⁽²⁾ , Muhammad Fadli Muttaqin ⁽³⁾

  (1) Pasundan University , Indonesia ,

  (2) Pasundan University , Indonesia ,

  (3) Pasundan University , Indonesia

  13-01-1311

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  DOI : 10.51519/journalisi.v5i4.578

  Abstract View : 2205

  Download PDF downloads: 1338
• Product Stock Supply Analysis System with FP Growth Algorithm

  Dwi Hartanti ⁽¹⁾ , Vihi Atina ⁽²⁾

  (1) Universitas Duta Bangsa Surakarta , Indonesia ,

  (2) Universitas Duta Bangsa Surakarta , Indonesia

  1312-1320

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  DOI : 10.51519/journalisi.v5i4.580

  Abstract View : 2429

  Download PDF downloads: 1450
• Design and Development of the Mobile-Based Hydroponic Planting Machine Application MyHydro

  Henoch Juli Christanto ⁽¹⁾ , Stephen Aprius Sutresno ⁽²⁾ , Ricardo Jonathan Lim ⁽³⁾ , Lusiana V.G Angkur ⁽⁴⁾ , Pauelina Charmelita ⁽⁵⁾ , Vierena Valentina ⁽⁶⁾ , Christine Dewi ⁽⁷⁾

  (1) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (2) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (3) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (4) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (5) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (6) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (7) Satya Wacana Christian University , Indonesia

  1321-1339

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  DOI : 10.51519/journalisi.v5i4.581

  Abstract View : 2603

  Download PDF downloads: 2436
• Assessing Cimenyan Village's IT Readiness for Digital Transformation in West Java

  Sali Alas Majapahit ⁽¹⁾

  (1) Pasundan University , Indonesia

  1340-1349

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  DOI : 10.51519/journalisi.v5i4.582

  Abstract View : 2189

  Download PDF downloads: 1363
• Application of Clustering-Based Data Mining for the Assessment of Nutritional Status in Toddlers at Community Health Centers

  Melissa Indah Fianty ⁽¹⁾ , Monika Evelin Johan ⁽²⁾ , Azka Aulia ⁽³⁾ , Mella Margareta Veronica ⁽⁴⁾

  (1) Multimedia Nusantara University , Indonesia ,

  (2) Multimedia Nusantara University , Indonesia ,

  (3) Multimedia Nusantara University , Indonesia ,

  (4) Multimedia Nusantara University , Indonesia

  1350-1362

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  DOI : 10.51519/journalisi.v5i4.586

  Abstract View : 3420

  Download PDF downloads: 2138
• The Problem of Data Extraction in Social Media: A Theoretical Framework

  Tarirai Chani ⁽¹⁾ , Oludayo O Olugbara ⁽²⁾ , Bethel Mutanga ⁽³⁾

  (1) Durban University of Thenology , South Africa ,

  (2) Durban University of Technology , South Africa ,

  (3) Mangosuthu University of Technology , South Africa

  1363-1384

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  DOI : 10.51519/journalisi.v5i4.585

  Abstract View : 3317

  Download PDF downloads: 1612
• Enhancing Digital Forensic Investigation: A Focus on Compact Electronic Devices and Social Media Metadata

  Ibnu Rohan Tuharea ⁽¹⁾ , Ahmad Luthfi ⁽²⁾ , Erika Ramadani ⁽³⁾

  (1) Islamic University of Indonesia , Indonesia ,

  (2) Islamic University of Indonesia , Indonesia ,

  (3) Islamic University of Indonesia , Indonesia

  1385-1401

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  DOI : 10.51519/journalisi.v5i4.594

  Abstract View : 2767

  Download PDF downloads: 1737
• Development of Web-based Application for Private School Tuition Fee Management with Prototyping Model

  Jansen Wiratama ⁽¹⁾ , Monika Evelin Johan ⁽²⁾ , Sobiyanto Sobiyanto ⁽³⁾ , Matthew Chandra Wijaya ⁽⁴⁾ , Victor Ilyas Sugara ⁽⁵⁾

  (1) Multimedia Nusantara University , Indonesia ,

  (2) Multimedia Nusantara University , Indonesia ,

  (3) STMIK Dharma Putra , Indonesia ,

  (4) STMIK Dharma Putra , Indonesia ,

  (5) Pakuan University , Indonesia

  1402-1415

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  DOI : 10.51519/journalisi.v5i4.588

  Abstract View : 3736

  Download PDF downloads: 2165
• Detection of Hate Speech Code Mix Involving English and Other Nigerian Languages

  Joseph Nda Ndabula ⁽¹⁾ , Oyenike Mary Olanrewaju ⁽²⁾ , Faith O Echobu ⁽³⁾

  (1) Federal University Dutsinma , Nigeria ,

  (2) Federal University Dutsinma , Nigeria ,

  (3) Federal University Dutsinma , Nigeria

  1416-1431

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  DOI : 10.51519/journalisi.v5i4.595

  Abstract View : 2753

  Download PDF downloads: 1518
• Fuzzy Multiple Attribute Decision Making and Simple Additive Weighting for Supplier Measurement In Furniture Business

  Rwanda Rwanda ⁽¹⁾ , Raymond Sunardi Oetama ⁽²⁾

  (1) Multimedia Nusantara University , Indonesia ,

  (2) Multimedia Nusantara University , Indonesia

  1432-1448

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  DOI : 10.51519/journalisi.v5i4.589

  Abstract View : 2270

  Download PDF downloads: 1380
• Recurrent Neural Network-Gated Recurrent Unit for Indonesia-Sentani Papua Machine Translation

  Rizkial Achmad ⁽¹⁾ , Yokelin Tokoro ⁽²⁾ , Jusuf Haurissa ⁽³⁾ , Andik Wijanarko ⁽⁴⁾

  (1) Universitas Sains dan Teknologi , Indonesia ,

  (2) Cenderawasih University , Indonesia ,

  (3) Universitas Sains dan Teknologi , Indonesia ,

  (4) Universitas Amikom Purwokerto , Indonesia

  1449-1460

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  DOI : 10.51519/journalisi.v5i4.597

  Abstract View : 3476

  Download PDF downloads: 2238
• Investigating Intention to Use Central Bank Digital Currency in Indonesia

  Nindita Erwanti ⁽¹⁾ , Henny Prasetyani ⁽²⁾

  (1) Ivet University , Indonesia ,

  (2) Ivet University , Indonesia

  1461-1471

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  DOI : 10.51519/journalisi.v5i4.598

  Abstract View : 3002

  Download PDF downloads: 2510
• Building Bridges: Universitas Multimedia Nusantara's Experience in Strengthening Academic Relationships through a Social Community Media Approach

  Jonathan Christian Adif Sugiarto ⁽¹⁾ , Wirawan Istiono ⁽²⁾

  (1) Multimedia Nusantara University , Indonesia ,

  (2) Multimedia Nusantara University , Indonesia

  1472-1490

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  DOI : 10.51519/journalisi.v5i4.596

  Abstract View : 1974

  Download PDF downloads: 1255
• Machine Learning-Based E-Archive for Archives Management of South Sumatra Province

  Toni Tri Atmojo ⁽¹⁾ , Yesi Novaria Kunang ⁽²⁾

  (1) Universitas Bina Darma , Indonesia ,

  (2) Universitas Bina Darma , Indonesia

  1491-1507

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  DOI : 10.51519/journalisi.v5i4.566

  Abstract View : 2615

  Download PDF downloads: 1592
• Analysis of Frequently Appearing Words in the Titles of 2023 Research Grant Winners in Indonesia Using the TF-IDF Method

  Rudi Setiawan ⁽¹⁾ , Zainul Kisman ⁽²⁾ , Asep Imam ⁽³⁾

  (1) Trilogi University , Indonesia ,

  (2) Trilogi University , Indonesia ,

  (3) Trilogi University , Indonesia

  1508-1522

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  DOI : 10.51519/journalisi.v5i4.599

  Abstract View : 2235

  Download PDF downloads: 1617
• User Experience in Cloud Computing Services-Based LMS: a Case Study

  Luthfan Hadi Pramono ⁽¹⁾

  (1) Universitas Teknologi Digital Indonesia , Indonesia

  1523-1535

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  DOI : 10.51519/journalisi.v5i4.600

  Abstract View : 3758

  Download PDF downloads: 1509
• Web and Mobile Data Management System for Garongan Asri Garbage Bank: A Case Study

  Shofi Isnaeni Nurfaldini ⁽¹⁾ , Adam Sekti Aji ⁽²⁾

  (1) Yogyakarta University of Technology , Indonesia ,

  (2) Yogyakarta University of Technology , Indonesia

  1536-1549

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  DOI : 10.51519/journalisi.v5i4.607

  Abstract View : 1933

  Download PDF downloads: 1422
• The Application of Artificial Intelligence and Machine Learning to Enhance Results-Based Management

  Bongs Lainjo ⁽¹⁾

  (1) Cybermatic International , Canada

  1550-1568

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  DOI : 10.51519/journalisi.v5i4.609

  Abstract View : 4993

  Download PDF downloads: 3238
• Comparing the Prediction of Numeric Patterns on Form C1 Using the K-Nearest Neighbors (K-NN) Method and a Combination of K-Nearest Neighbors (K-NN) with Connected Component Labeling (CCL)

  Uci Suriani ⁽¹⁾ , Tri Basuki Kurniawan ⁽²⁾

  (1) Universitas Bina Darma , Indonesia ,

  (2) Universitas Bina Darma , Indonesia

  1569-1580

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  DOI : 10.51519/journalisi.v5i4.592

  Abstract View : 1948

  Download PDF downloads: 1335
• Designing Information Technology Governance in Trading Companies Using COBIT 2019 Framework

  Marthin Wilheim Loppies ⁽¹⁾ , Charitas Fibriani ⁽²⁾

  (1) Satya Wacana Christian University , Indonesia ,

  (2) Satya Wacana Christian University , Indonesia

  1581-1594

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  DOI : 10.51519/journalisi.v5i4.602

  Abstract View : 2221

  Download PDF downloads: 1615
• Leveraging TOGAF ADM for Enterprise Architecture in West Seram Environment Agency

  Johanis Lesnussa ⁽¹⁾ , Melkior N. N. Sitokdana ⁽²⁾

  (1) Satya Wacana Christian University , Indonesia ,

  (2) Satya Wacana Christian University , Indonesia

  1595-1608

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  DOI : 10.51519/journalisi.v5i4.603

  Abstract View : 3188

  Download PDF downloads: 3711
• Prediction of Forex Prices on USD/NGN Using Deep Learning (LSTM and GRU) Techniques

  Mary O Olanrewaju ⁽¹⁾ , Stephen Luka ⁽²⁾ , Faith O Echobu ⁽³⁾

  (1) Federal University Dutsinma , Nigeria ,

  (2) Federal University Dutsinma , Nigeria ,

  (3) Federal University Dutsinma , Nigeria

  1609-1622

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  DOI : 10.51519/journalisi.v5i4.606

  Abstract View : 2726

  Download PDF downloads: 1788
• Cybersecurity Cloud-Based Online Learning: A Literature Review Approach

  Vusumuzi Malele ⁽¹⁾

  (1) North-West University , South Africa

  1623-1632

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  DOI : 10.51519/journalisi.v5i4.583

  Abstract View : 4196

  Download PDF downloads: 2202
• Innovating Information Management System for Cow's Milk Distributor

  Yusuf Sutanto ⁽¹⁾ , Budi Al Amin ⁽²⁾ , Heribertus Ary Setyadi ⁽³⁾

  (1) Dharma AUB Surakarta University , Indonesia ,

  (2) Bina Sarana Informatika University , Indonesia ,

  (3) Bina Sarana Informatika University , Indonesia

  1633-1643

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  DOI : 10.51519/journalisi.v5i4.615

  Abstract View : 1719

  Download PDF downloads: 1726
• Measuring the Benefits of the Skill Academy’s Online Training Platform

  Endi Putro ⁽¹⁾ , Juditha Averil ⁽²⁾

  (1) Krida Wacana Christian University , Indonesia ,

  (2) Krida Wacana Christian University , Indonesia

  1644-1657

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  DOI : 10.51519/journalisi.v5i4.614

  Abstract View : 2106

  Download PDF downloads: 1508
• Classification of Tomato Ripeness Based on Convolutional Neural Network Methods

  Nur Azizah Ayunda ⁽¹⁾ , Emy Haryatmi ⁽²⁾ , Tri Agus Riyadi ⁽³⁾

  (1) Gunadarma University , Indonesia ,

  (2) Gunadarma University , Indonesia ,

  (3) Gunadarma University , Indonesia

  1658-1675

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  DOI : 10.51519/journalisi.v5i4.613

  Abstract View : 3536

  Download PDF downloads: 3351
• Land-Use Land-Cover Change Detection Using Geospatial Techniques in Zalingei, Central Darfur, Sudan

  Hussin Omer Ahmed ⁽¹⁾ , Manal Awad Kheiry ⁽²⁾ , Emad H. E. Yasin ⁽³⁾

  (1) University of Khartoum , Sudan ,

  (2) University of Khartoum , Sudan ,

  (3) University of Sopron , Hungary

  1676-1690

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  DOI : 10.51519/journalisi.v5i4.624

  Abstract View : 2883

  Download PDF downloads: 2067
• Design of Additional Safety Locks for Motor Vehicles Using RFID

  Herri Setiawan ⁽¹⁾ , Tasmi Tasmi ⁽²⁾ , Dhamayanti Dhamayanti ⁽³⁾

  (1) Universitas Indo Global Mandiri , Indonesia ,

  (2) Universitas Indo Global Mandiri , Indonesia ,

  (3) Universitas Indo Global Mandiri , Indonesia

  1691-1704

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  DOI : 10.51519/journalisi.v5i4.620

  Abstract View : 2037

  Download PDF downloads: 1402
• User Requirements in Enterprise Resource Planning Systems Adoption: A Case of Botswana’s Higher Institutions

  Lingani Moya ⁽¹⁾ , Joshua Chukwuere ⁽²⁾

  (1) North-West University , South Africa ,

  (2) North-West University , South Africa

  1705-1742

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  DOI : 10.51519/journalisi.v5i4.612

  Abstract View : 3546

  Download PDF downloads: 1423
• Towards Sustainable Smart Living: Cloud-Based IoT Solutions for Home Automation

  Ubong E Etuk ⁽¹⁾ , Gabriel Omenaru ⁽²⁾ , Saviour Joshua Inyang ⁽³⁾ , Imeh Umoren ⁽⁴⁾

  (1) University of Glasgow , United Kingdom ,

  (2) Akwa Ibom State University , Nigeria ,

  (3) Akwa Ibom State University , Nigeria ,

  (4) Akwa Ibom State University , Nigeria

  1743-1763

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  DOI : 10.51519/journalisi.v5i4.621

  Abstract View : 3666

  Download PDF downloads: 1958
• Analysis of Travel Agent Online Marketing Strategies on Social Media Content Using Sentiment Analysis and Social Network Analysis

  Ana Diyanti Khoirul Isya' ⁽¹⁾ , Bambang Suratno ⁽²⁾ , Abdullah Azzam ⁽³⁾

  (1) Islamic University of Indonesia , Indonesia ,

  (2) Islamic University of Indonesia , Indonesia ,

  (3) Islamic University of Indonesia , Indonesia

  1764-1778

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  DOI : 10.51519/journalisi.v5i4.630

  Abstract View : 2709

  Download PDF downloads: 1987
• Understanding the Influence of Cybercrime Law Absence on Cyberbullying in Higher Institutions of Learning: A Case of the International University of Management

  Albertina Iileka ⁽¹⁾ , Etuna Kamati ⁽²⁾ , Symon Fumu Nyalugwe ⁽³⁾

  (1) International University of Management , Namibia ,

  (2) International University of Management , Namibia ,

  (3) International University of Management , Namibia

  1779-1792

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  DOI : 10.51519/journalisi.v5i4.619

  Abstract View : 2641

  Download PDF downloads: 1686
• Machine Learning Approach for Classification of Sickle Cell Anemia in Teenagers Based on Bayesian Network

  Blessing Ekong ⁽¹⁾ , Otuekong Ekong ⁽²⁾ , Abasiama Silas ⁽³⁾ , Anthony Effiong Edet ⁽⁴⁾ , Bright William ⁽⁵⁾

  (1) Akwa Ibom State University , Nigeria ,

  (2) Akwa Ibom State University , Nigeria ,

  (3) Akwa Ibom State University , Nigeria ,

  (4) Akwa Ibom State University , Nigeria ,

  (5) Akwa Ibom State University , Nigeria

  1793-1808

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  DOI : 10.51519/journalisi.v5i4.629

  Abstract View : 2903

  Download PDF downloads: 1997
• Analysis of Vegetation Changes Using Satellite Imagery and Normalized Difference Vegetation Index (NDVI): A Case Study in Tuntang District, Semarang District

  Samuel Tommy Cadalora Wirawan ⁽¹⁾ , Hanna Prillysca Chernovita ⁽²⁾

  (1) Satya Wacana Christian University , Indonesia ,

  (2) Satya Wacana Christian University , Indonesia

  1809-1820

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  DOI : 10.51519/journalisi.v5i4.622

  Abstract View : 3652

  Download PDF downloads: 1795