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All Journal International Journal of Informatics and Communication Technology (IJ-ICT) International Journal of Advances in Applied Sciences JURNAL SISTEM INFORMASI JURNAL SISTEM INFORMASI BISNIS Techno.Com: Jurnal Teknologi Informasi JUTI: Jurnal Ilmiah Teknologi Informasi Jurnal Teknologi Prosiding Semnastek Jurnal SIMADA (Sistem Informasi dan Manajemen Basis Data) Jurnas Nasional Teknologi dan Sistem Informasi POSITIF Journal of Information Systems Engineering and Business Intelligence CESS (Journal of Computer Engineering, System and Science) Jurnal Ilmiah Rekayasa dan Manajemen Sistem Informasi Register: Jurnal Ilmiah Teknologi Sistem Informasi Journal of Information System E-Dimas: Jurnal Pengabdian kepada Masyarakat Sistemasi: Jurnal Sistem Informasi Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer Jurnal Informatika Jurnal Ilmiah FIFO Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control CogITo Smart Journal IT JOURNAL RESEARCH AND DEVELOPMENT Prosiding Seminar Nasional Teknoka IKRA-ITH Informatika : Jurnal Komputer dan Informatika JOURNAL OF APPLIED INFORMATICS AND COMPUTING JUTEI (Jurnal Terapan Teknologi Informasi) JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI International Journal of New Media Technology Jurnal Teknoinfo JITTER (Jurnal Ilmiah Teknologi Informasi Terapan) Technomedia Journal INTECOMS: Journal of Information Technology and Computer Science Jurnal ULTIMA InfoSys Jurnal Muara Sains, Teknologi, Kedokteran dan Ilmu Kesehatan Jurnal Manajemen Informatika dan Sistem Informasi Journal of Information Systems and Informatics Jurnal Teknologi Dan Sistem Informasi Bisnis Business Management Journal Program Studi Manajemen JATI (Jurnal Mahasiswa Teknik Informatika) INFORMASI (Jurnal Informatika dan Sistem Informasi) Infotek : Jurnal Informatika dan Teknologi Infotech: Journal of Technology Information Narada : Jurnal Desain dan Seni Jurnal AbdiMas Nusa Mandiri Journal of Business and Audit Information System (JBASE) Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Kalbiscientia Jurnal Sains dan Teknologi Jurnal Pengabdian dan Kewirausahaan IICS Journal of Technology and Informatics (JoTI) Konstelasi: Konvergensi Teknologi dan Sistem Informasi Jurnal Informatika Teknologi dan Sains (Jinteks) Jurnal Sains dan Teknologi Innovative: Journal Of Social Science Research Inspiration: Jurnal Teknologi Informasi dan Komunikasi Jurnal Pengabdian Masyarakat Singa Podium (JPMSIPO) Nuansa Informatika Bulletin of Social Informatics Theory and Application Journal of Information System, Technology and Engineering Jurnal Informatika: Jurnal Pengembangan IT International Journal of Information Technology and Business JuTISI (Jurnal Teknik Informatika dan Sistem Informasi)
Johanes Fernandes Andry
Sistem Informasi, Universitas Bunda Mulia
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Public Health Social Sciences Other

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Journal : CogITo Smart Journal

 1 
Evaluation of Information System Effectiveness Level Using COBIT Framework 5 Budi Hartono Mesa; Johanes Fernandes Andry
CogITo Smart Journal Vol 4, No 1 (2018): CogITo Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (336.193 KB) | DOI: 10.31154/cogito.v4i1.89.148-159

Abstract

PT XYZ Expo is a company engaged in the MICE industry (Meeting, Incentive, Conference, and Exhibition). The company has implemented an information system to facilitate the process of leasing building. Problems that have occurred in the operational activities is a discrepancy between the stocks of physical goods with the stock in the system. Audit information system is conducted to find out how the company coordinate operational activities and manages the existing problems through the evaluating the effectiveness level of information systems. The research starting from observation, then identify problem and collecting data, then determine the domain that will be used in interview, after conducting interview the author do analysis and also calculate capability level, last the author give a report and recommendation for feedback. This research uses capability model in framework COBIT 5 to measure capability level in each process. This study focuses on the process of DSS01 and DSS03. Based on this research, it was found that the sub-domains of DSS01 and DSS03 were at 2.4. The conclusion obtained from the level of capability level is PT. XYZ Expo has been running well and effective but still needs to make some improvements to improve the capability level.
- Tingkat kapabilitas LMS Socrates di SMK Strada Menggunakan COBIT 5: - Johanes Fernandes Andry; Andy Wijaya
CogITo Smart Journal Vol. 9 No. 1 (2023): Cogito Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31154/cogito.v9i1.476.48-59

Abstract

Perkembangan teknologi serta kemajuan yang ada terjadi dengan begitu pesat dimana hal ini membuat sistem informasi menjadi hal yang besar, sebagai sistem penunjang akademik haruslah sistem tersebut dapat memberikan pelayanan pada pengguna dalam aktivitas akademik yang dimiliki sekolah yaitu LMS Sokrates. Kepala sekolah dan managemen IT ingin mengetahui apakah sistem akademik tersebut sudah berjalan secara optimal. Hal ini dapat dibuktikan bahwa sistem LMS Sokrates belum sesuai prosesnya terkait dengan alur proses yang dijalankan. Maka dari itu perlu dilaksanakan penggukuran tingkat kapabilitas. Terkait masalah tersebut peneliti melakukan audit dengan kerangka kerja COBIT 5 menggunakan domain (Delivery, Support System) DSS. dengan tujuan memastikan prosedur berjalan sebagaimana mestinya. Hasil yang didapat Pada DSS01 Manage Operational mendapatkan nilai rata-rata 2,6, pada DSS02 Manage Service Request and Incidents mendapatkan nilai rata-rata 2,0, DSS03 Manage Problems mendapatkan nilai rata-rata 1,6, DSS04 Manage Continuity mendapatkan nilai rata-rata 1,5, pada DSS05 Manage Security Service mendapatkan nilai rata- rata 0,5, Pada DSS06 Manage Business Process Controls mendapatkan nilai rata-rata 1,2. Sekolah sudah menerapkan proses pada akademik namun beberapa belum menerapkan, mengidentifikasi, mengelola dan mendokumentasikan.
Perancangan Aplikasi Inventory Berbasis Web pada General Steel Supplier Menggunakan Metode Extreme Programming: - Agustina Andriani; Johanes Fernandes Andry
CogITo Smart Journal Vol. 9 No. 1 (2023): Cogito Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31154/cogito.v9i1.479.15-27

Abstract

The usage of information technology has grown fast in many sectors of human life. An information technology system that has an important impact on the development of the company's business is required. The inventory system is one of the systems that play an important role to ensure the company's success. General Steel Supplier is a steel company that has a process of collecting goods data and controlling goods in the warehouse that is irregular and highly susceptible to human error. Companies like General Steel Supplier frequently face inventory issues where there is a mismatch in the amount of inventory between the records created and the physical stock in the warehouse, causing a stock difference. The purpose of this research is to create a proposed web-based inventory application for General Steel Suppliers that may be used as a guide for improving inventory management performance. The Extreme Programming method is used in inventory application development, and it consists of Planning, Design, Coding, and Testing. This research developed a web-based inventory application that is used to help all parties involved in managing inventory data in the warehouse, including inventory, incoming goods, outgoing goods, goods returns, and printing reports.
Audit Learning Management System Menggunakan ITIL Domain Service Strategy pada Universitas XYZ Yemima Geasela; Lili Tresha; Christian Hendry; Johanes Fernandes Andry
CogITo Smart Journal Vol. 9 No. 2 (2023): Cogito Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31154/cogito.v9i2.531.292-303

Abstract

Adanya teknologi telah menjadi unsur penting dalam meningkatkan efisiensi dan efektivitas organisasi, termasuk Universitas di Jakarta Barat. Implementasi TI di Universitas tersebut dalam bentuk Learning Management System (LMS) membantu institusi pendidikan dalam mencapai visi dan misi mereka. Strategi Layanan ITIL V3 yang diterapkan oleh Universitas memastikan bahwa layanan dapat dijalankan secara optimal sesuai kebutuhan organisasi. Universitas berhasil mengelola layanan TI pada beberapa sub-domain dengan baik, mencapai tingkat 4 dalam rata-rata kapabilitas layanan TI, yaitu Managed and Measurable. Namun, penting untuk terus meningkatkan layanan TI dapat menyajikan faedah yang tentunya bagi universitas dan mahasiswa. Strategi layanan TI yang efektif dan manajemen LMS yang baik dapat meningkatkan efisiensi dan efektivitas dalam proses kerja, terutama dengan akses melalui web browser. Universitas perlu mengikuti perkembangan teknologi terkini untuk terus memperbaiki layanan TI dan LMS tersebut. Dapat dipahami bahwa, hal ini memberikan proses pengalaman belajar yang tentunya lebih baik lagi bagi civitas akademika serta meningkatkan produktivitas bagi Perguruan tinggi.
Analysis Comparison of K-Nearest Neighbor, Multi-Layer Perceptron, and Decision Tree Algorithms in Diamond Price Prediction Kamila, Ahya Radiatul; Andry, Johanes Fernandes; Kusuma, Adi Wahyu Candra; Prasetyo, Eko Wahyu; Derhass, Gerry Hudera
CogITo Smart Journal Vol. 10 No. 2 (2024): Cogito Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31154/cogito.v10i2.532.298-311

Abstract

Diamond price predictions are essential due to the high demand for these gemstones, valued as investments and jewelry. Diamonds are expensive due to their rarity and extraction process. Their prices vary depending on key factors like the diamond's inherent value and secondary factors such as marketing costs, brand names, and market trends. These variations often confuse customers, potentially leading to investment losses. This research aims to help investors determine the true price of diamonds based solely on their intrinsic value, excluding secondary factors. A machine learning approach was utilized to predict diamond prices, focusing on primary determinants. Three models such as Multi-Layer Perceptron (MLP), Decision Tree, and K-Nearest Neighbor (KNN) were compared with manual hyperparameter tuning to identify the best performing algorithm. Model performance was evaluated using Mean Absolute Percentage Error (MAPE), Mean Absolute Error (MAE), and Mean Squared Error (MSE). Among the models, KNN demonstrated the best results, achieving MAPE, MAE, and MSE values of 1.1%, 0.00038, and 〖2.687 x 10〗^(-6) respectively. This study offers valuable insights for investors by accurately predicting diamond prices based on fundamental attributes, minimizing the impact of secondary factors.
Co-Authors ., Deny ., Ozmar Adam Christian Claudio Adam Surya Wijaya Agus Budiyantara Agustina Andriani Agustina Andriani Agustinus Adi Prawoto Albert Yohanes Albert Yohanes Alexandre, Jonathan Alvin Alvin Alvin Saputra Tandiono Ananda, Deah Anderson, Ricky Andre Kurniawan Andy Wijaya Andy Wijaya Andy Wijaya Angelina, Vern Jessica Angie Wiyani Putri Anthonio Anthonio Anthony Veru Antonio, Marco Anwar, Sahrul Aprilia, Keysia Apriyanti, Silvia Ardi Gunawan Ari Kurnia Setiawan Arlito Wailan Arron, Rivaltino Azhari, Ozmar Berliana Glorya Liebe Imbing Bernadus Gunawan Sudarsono Bernadus Gunawan Sudarsono Bernanda, Devi Yurisca Billy Anderson Matjik Bobby Sanjaya Bolly Oscar Mario Tinambunan Brainard, Aryo Budi Hartono Mesa Budiyantara, Agus Calvin Tjee Chandra, Johansen Christian Charles - Martino Charolina, Yanthi Christian Hendry Christianto, Kevin Christy, Vania Clara, Monica Comeron, Rion Cornelius, Wilson Cristo, Natanael Cynthia Pangrestu Da Gonza, Alfredo Daniel Wicaksono Utama Putra Danu Pranamya David Sugian Davinci, Leonard Debby, Frian Deny, Deny Derhass, Gerry Hudera Devi Yurisccca Bernanda Dinata, David Freggy Dwi Sasongko, Yohanes Probo Edric - Suryady Edric Suryady Eirene, Eirene Ekky Yohanes Gunawan Eko Ariawan EKO WAHYU PRASETYO Elshadda, Sri Bina Endi Putro Fabio Mangatas Silaen Felicia, Jennifer Fenny Fenny Fernaldy Fernaldy Fernando, Lukas Fernando, William Francka Sakti Lee Francka Sakti Lee Frian Debby Gary Juliawan Geasela, Yemima Monica Geasela, Yemima Monica Ginting, Jusia Amanda Girdayanto, Teguh Meirizky Gunawan Sudarsono, Bernadus Gunawan Wang Gunawan, Ardi Gunawan, Catherine Hadi - Sanjaya Halim Agung Harryston Nagata Harryston Nagata Harvey Pratama Hendry - Himayadi Hendy Tannady Henny Hartono Herlina Herlina Herlina Herlina Herlina Hermawan Wijaya Honni Honni Honni Honni Honni, Honni Honni, Honni Hosea Hosea Huang, Calvin I Gusti Ngurah Suryantara I Gusti Ngurah Ignatius Adrian Mastan Ilham Hadiwijaya Imbing, Berliana Glorya Liebe Iskandar Budiman Sukmajaya Isputrawan, M Fauzi Isputrawan, M. Fauzi James Surya Seputro Jason - Leonidas Jefry Leonardo Jessica Jessica Jessica Jessica Jodie Darmawan Wijaya Joe Junior Johan Wijaya Jonathan, Eric Jonathan, Eric - Jonathan, Okto Jordan, Jordan Jordy Mayseleste Joshua Putra Joshua Putra Jubiko, Jubiko Julia Gunadi Julia Loisa Kamila, Ahya Radiatul Kantona, Yohanes Kantona, Yohanes - Karunia Sentosa Kelvin - Kelvin Kevin Christianto Kevin Christianto Kevin Hadi Saputra Kevin Kevin Kevin kevin Kevin Samuel Ariyanto Kevin Samuel Aryanto KEZIA, KEZIA Kosasi, Kosasi Kristanto Kristanto Kristianti, Steffi Kurniawan, Febryanto Kusuma, Adi Wahyu Candra Lesmana, Kenvil Liebe Imbing, Berliana Glorya Lili Tresha Liliana, Lydia Limawal, Isabelle Ivana Lydia - Liliana Lydia Liliana Malvin Adrianus Marcellus Susanto, Filbert Marlina - Marlina Mayseleste, Jordy Mei Mei, Margaretha - Mery Mery Meyliana, Sintia Meylovsky, Rourentsia Michael Kartin Michael Michael Michelle Angelia Michelle Disa Widjaja Mohammad Alief Wahyudi Monica - Clara Monica Clara Monica Geasela, Yemima Mulyo, Jonathan Riady Nababan, Andika Jakaria Nagata, Harryston Ngurah Suryantara, I Gusti Nicholas, Martinez Nico Fernando Nirwan Nirwan Nurken, Brian Prasnavira Nurprihatin, Filscha Octaviyanti, Pistia Onggo, Kallista Angelia Owen, Bryan Paramita Rosadi Pradini, Tika Pranchis - Ranting Pranchis Ranting Prayogo, Tonny Prayogo, Tonny - Purnomo, Yunianto Putra, Rakassiwi Ayudharma Rabbani, Deswin Auliyaa Rahman, Muhammad Ryo Ramadhan Ramadhan Reinaldo Reinaldo Rengga Eko Riwanto Reynaldi Ekklesia Ricky Anderson Ricky Anderson Riman Irfanto Riwanto, Rengga Eko Roby Wijaya Ronny Kurniawan Rouly Doharma Sakti Lee, Francka Sakti, Francka Samuel Winata Sanjaya, Hadi Setiawan, Selly Siska Steffi Kristianti Steven Steven Steven Winata Sudarsono, Bernandus Gunawan Sugiyanto, Liem Bambang Sukmajaya, Iskandar Budiman Sulaeman, Asvian Suryadi Suryadi Suryadi Suryadi Suryantara, I Gusti Ngurah Sutria, Kevin Tampinongkol, Felliks F. Tanardi, Indra Tanjaya, Verawaty Tannady, Hendy Tanuhariono, Vincent Richard Teady Matius Surya Mulyana, Teady Matius Teguh Hidayatul Rachmad, Teguh Hidayatul Thomas Alexander Tjandra, Kenji Triady, Sevilla Valerian Cong, Davina Vania Christy Verawaty Verawaty Vincentius Octavianus Wandy Wandy Wensen Anggara Widjaja, Michelle Disa Wiedjaya, Handry Wijaya, Andreas Wijaya, Rakkha Leonardi Wijaya, Riki Wijaya, Riki William Chandra William Darma William William Wilsen Wilsen Wilujeng, Fuji Rahayu Wilujeng, Fuji Rahayu Wincent, Wincent Witari, Putu Sita Witari, Putu Sita Yanthi Carolina Yanthi Charolina Yemima Geasela Yemima Monica Geasela Yessica Putri Santoso Yohanes Setevannus Yonatan Yosephine, Satya Howen Yosua Yuda Yusup, Christian Ronaldo Yusup, Cristiano Ronaldo Zefanya Ivgantius, Titus Zefanya