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Sistem Pendukung Keputusan Penerima Program Bantuan Sekolah Menggunakan Metode AHP dan TOPSIS (Studi Kasus: SDIT Plus Cordova) Syifa Basyasyah Bysi; Yusi Tyroni Mursityo; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 13 (2021): Publikasi Khusus Tahun 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Untuk dipublikasikan di Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK)
Perancangan Dan Rekomendasi Proses Bisnis Berbasis Teknologi Informasi Pada Pasar Tradisional Menggunakan Business Process Improvement (BPI) (Studi Kasus: Pasar Oro-Oro Dowo Malang) Dimounitif Nelaspaba; Andi Reza Perdanakusuma; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 6 (2021): Juni 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Oro Oro Dowo Market Malang is one of the traditional markets with various kinds of commodities on sale by traders. Besides sales and purchase transaction services, other operational activities include Market Management services. However, there are problems such as not optimal results of the market retribution because there are traders who have not paid fees according to the nominal provisions in force, implementation of the e-retribution system is constrained by signals, and most of the market management activities are still not utilizing information technology. Therefore, evaluation is needed to find problems and improvements to solve problems. In this study, business processes are modeled by Business Process Modeling and Notation (BPMN), then business process evaluation with Failure Mode and Effect Analysis (FMEA) method and 5 Why's Analysis and recommendations for business process improvement using streamlining tools in the Business Process Improvement (BPI) method. Improvements were made to activities with the highest RPN value to focus on the urgency of the problem. Furthermore, simulation is carried out between the current business process (as-is) and the recommendation (to-be) to measure the effectiveness and efficiency of the improvement recommendations. The simulation results on the Market Retribution Withdrawal business process showed an increase in time efficiency of 24.8%. This can occur due to improvements made by changes and additional activities as well as the use of information systems.
Perancangan Antarmuka Sistem Informasi Simpan Pinjam Pada BUMDES Karangtengah Gemilang Dengan Menggunakan Metode Human Centered Design (HCD) Amanda Puti Wibawa; Satrio Hadi Wijoyo; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 6 (2021): Juni 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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BUMDES Karangtengah Gemilang has a Savings and Loans Unit which is used by Karangtengah Village residents to loan and save money. In facilitating lending activities, BUMDES Karangtengah Gemilang has entered into a contract with an IT team appointed by the village to create a savings and loan information system. But in developing information, the IT team did not take the right approach to a design display system that was suitable for the needs and circumstances of the objects that the system would implement. With this problem, the Chairman of BUMDES and the management are afraid that the appearance of the system design is not appropriate. Therefore, before developing the system required interface design using an approach tailored to the needs and circumstances of the Karangtengah Gemilang BUMDES. From the interview results, it is known that the Human Centered Design (HCD) approach is suitable for designing a savings and loan information system interface. Research is carried out by planning a human-centered design process, understanding and specifying the context of use, specifying user needs, producing design solutions, and design evaluation. The resulting design solution is a prototype that the user can try for evaluation with focus group discussions, to find out whether the design of the design solution is in accordance with the user's wants and needs. The result of FGD was 15 repair agreements that it had to re-iterate the HCD stage.
Analisis Sentimen Masyarakat terhadap Penggunaan Masker di Masa Pandemi Covid-19 berdasarkan Tweet menggunakan Metode SVM Ihza Razan Alghifari; Nanang Yudi Setiawan; Fitra Abdurrachman Bachtiar
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 13 (2021): Publikasi Khusus Tahun 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Untuk dipublikasikan di Jurnal Sistem Informasi Bisnis (JSINBIS)
Pengembangan Data Warehouse menggunakan Metode Kimball (Studi Kasus: Ekspor & Impor Fauna dan Flora Hias Air Laut) Tito Rhenaldi Priono; Welly Purnomo; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 8 (2021): Agustus 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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PT Agung Aquatic Marine or PT AAM is engaged in the field of export and import of ornamental saltwater fauna and flora, so the data from transactions and the availability of products became important in running their business operations. But those data are managed on separate divisions inside PT AAM, this could slow down the process of decision making by the executives of PT AAM. Because of that, PT AAM plans to integrate these data into a centralized source that helps in decision-making. One of the solutions to that problem is the development of a data warehouse so that the data can be integrated and makes it easier to make a decision. In the development of the data warehouse, a flow or method is used to make it easier to design and implement the data warehouse that is the Kimball or Nine-Step Kimball methodology. The data warehouse that has been developed, produces 4 dimension tables with 2 fact tables, that is fact table of ordering and purchasing. Then a requirement validation test is carried out which results in a valid status on all of the test cases. Other than that, an ETL process performance test is carried out that shows the average time of execution is ± 24 seconds for each ETL process of fact and dimension tables. Next, an ETL process scheduling test is carried out that produces the task that runs automatically and without any problems.
Analisis Hasil Evaluasi Kinerja Kelompok Jabatan Fungsional Pemeriksa Pajak Kantor Pelayanan Pajak PMA Dua menggunakan Metode Naive Bayes Agustinus Ryan Wicaksono; Satrio Hadi Wijoyo; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 9 (2021): September 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Employee Performance Evaluation is an evaluation process conducted by an agency, both government agencies and private agencies to measure the performance and quality of employees in the agency. PMA Dua Tax Service Office is one of the govenrment agency that run the performance evaluation to measure the performance of the Tax Auditor Functional. However, in the implementation of the performance evaluation, PMA Dua Tax Service Office encountered obstacles where the data variables were used and there were still a lot of scattered data. So it needs accuracy in processing the data used to assess employee performance. Therefore, the author conducted an analysis using naice bayes on the tax audit functional performance evaluation data in onder to fund out how the employee's performance was. The author uses the 2019 employee data as much as 64 data which is used to train the naive bayes model. The resultsof the application of data mining produce an accuracy of 93.75% using the Accuracy Score method and an accuracy of 82,5% using the K-Fold Cross Validation method. The naive bayes model that has been built is also used to predict employee performance in 2020 using 52 data. The dashboard that has been formed has an average score of 80, which means that the dashboard is acceptable and can be used by the PMA Dua Tax Service Office.
Pemodelan dan Analisis Proses Pelaksanaan Tesis menggunakan Process Mining (Studi Kasus: Magister Ilmu Komputer Universitas Brawijaya) Anggie Tamara Blanzesky; Ahmad Afif Supianto; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 13 (2021): Publikasi Khusus Tahun 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Untuk dipublikasikan di JITeCS (Journal of Information Technology and Computer Science)
Analisis dan Perbaikan Proses Bisnis menggunakan Metode Business Process Improvement (BPI) (Studi Kasus Divisi Simpan Pinjam KPRI UB) Imam Setyo Wibowo; Nanang Yudi Setiawan; Buce Trias Hanggara
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 10 (2021): Oktober 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Simpan Pinjam Division of KPRI UB is a division or unit in KPRI UB that has savings and loan as the main service. Simpan Pinjam Division of KPRI UB has loan application as one of the business processes. In operating the business process, Simpan Pinjam Division still has a problem, such as the completion time of the loan application business process that takes a long time to finish or still has not met the expected time target. Therefore, it is necessary to analyze and improve business process to handle the problem and optimize the performance of the loan application business process. This research uses the Business Process Improvement (BPI) method from the organizing for improvement phase, then the understanding the process phase, to the streamlining phase. BPMN or Business Process Model and Notation is used for modelling the process business, and Five Whys Analysis is used for root cause finding. After obatining the current business process model and business process recommendation model, a simulation is performed to idenfity process validity and to determine the results of time analysis comparison using Bizagi Modeler. From the simulation, it is found that every business process is able to run validly and from the time analysis comparison there is an increase in the average completion time of 53%. It can be concluded from the results that the business process that has been improved is more efficient than the current business process in the Simpan Pinjam Division of KPRI UB.
Evaluasi Proses Bisnis Sistem Peminjaman Ruangan Online menggunakan Metode Quality Evaluation Framework (QEF) (Studi Kasus PT. Omah Pioner Ngalam) Wildan Dery Rahadi; Buce Trias Hanggara; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 11 (2021): November 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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PT. Omah Pioner Ngalam or Ngalup Coworking Space is a company engaged in online space rental. The main business process running at Ngalup.co at this time is the process of borrowing space that runs online by consumers to companies. There are several problems with this online room borrowing system at Ngalup.co, among others, potential customers when they want to rent a room online still have to ask again regarding the implementation time available at Ngalup.co because there are several SOPs that have not been implemented by the party. company to enter data on which dates have been ordered by other customers. To be able to find out the current business process flow used the Busisneess Process Model (BPMN) method with the results of current business process modeling, then it is necessary to evaluate using a method, namely the Quality Evaluation Framework (QEF) with the results that there are three quality factors not in accordance with the code Q1, Q4, and Q9 and Root Cause Analysis (RCA) produces root causes that cause the business process to be obstructed.
Analisis Perilaku Pengguna pada PT Antar Surya Jaya : Harian Surya Surabaya menggunakan Metode K-Means Clustering Kevin Gusti Farras Fari' Utomo; Fitra Abdurrachman Bachtiar; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 11 (2021): November 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Surya Daily, one of the leading newspapers in Surabaya and part of Tribbunnews, always strives to maintain user satisfaction in obtaining accurate, reliable and equitable information in the aspect of its distribution of various types of published news. Newspaper development continues to increase in line with the rapid development of technology, causing competitive conditions in the information and journalism fields. Analysis of user behavior through Cyber ​​Profiling is one way to find out the patterns and trends that are being of interest based on the application of Log Analysis. The application of this analysis requires a classification of data and information, which in this study applies K Means Clustering as a method of classifying log data from the Surya Surabaya Daily website. This study resulted in grouping users into 2 and 3 clusters through silhouette coefficients with validation values ​​of 0.48896 and 0.53899, then analysis information related to the most accessed Health category (29.5%) and the number of page views (53.2%) of all categories available on the website. Surya Daily. The results of the identification of cluster groups with low-high-moderate characteristics which refer to the level of distribution of categories and the number of activities in each category, and visualized in the form of a dashboard which is tested through SUS which produces a value of 97.5 and represents Grade "A" and "Excellent" based on adjective rating, and best imaginable for stakeholders.
Co-Authors Achmad Nofandi Ade Ayu Puspitasari Adeyaksa Galuh Waluyo Adha Apriliosusworo Adhitira Febrieztha Ramadhan Adilla Widyandhana Nuriman Aditya Rachmadi Adityo Dwirahmawan Agustinus Ryan Wicaksono Ahmad Afif Supianto Ahmad Afif Supianto Ain Nur Anisa Akbar Ilham Aldhila Meykasari Alfian Hakim Alya Paramitha Ayuningsih Amanda Puti Wibawa Ananda Risqi Amalia Andhika Akbar Saputra Andhika Mifta Alauddin Andi Reza` Perdanakusuma Anggara Cahya Nugraha Anggie Tamara Blanzesky Annisa Arifa Sesyazhade Apriyanti Apriyanti Arieftia Wicaksono Aulia Dwi Fitriani Ayu Pramadita Dewi Azhari Arsyad Azri Putri Rahmatika Bayu Rahayudi Bella Karina Sari Buce Trias Hanggara Budi Santoso Cahyaningtyas Sekar Wahyuni Carellia An-nisa Monik Citra Hemas Jati Inayu Claudio Canigia Guntara Daniel Austin Dominicus Deafinansia Nurido Andiyani Dedi Romario Desy Miladiana Devi Septiani Devita Widyasari Diah Priharsari Dian Eka Ratnawati Dicky Ilham Mualfi Dimas Hariyanto Sudarpi Dimounitif Nelaspaba Dinar Fairus Salsabillah Dinar Indah Dwi Utami Dinda Agnes Putri Dinda Ayu Rudyana Putri Dio Hilmi Habibi Dio Rahmat Putra Dion Ricky Saputra Djoko Pramono Djoko Purnomo Dorothy Gabriel Sihombing Dwi Asri Nuryulianti Dwija Wisnu Brata Dzurriyatul Iflahah Ellen Yanuarti Endang Suryawati Erni Dwi Hartini Erzhal Risan Wikata Fajar Ubaidillah Ahmad Faqih Hidayatur Rahman Faris Wibowo Putro Farisa Aidilla Alfas Fawwaz Roja Mahardika Fawwaz Roja Mahardika Febiko Ramadina Febrian Pandu Widhianto Fitra A. Bachtiar Fitra Abdurrachmad Bachtiar Fitra Abdurrachman Bachtiar Frydo Tio Fernando Hafizh Yuwan Fauzan Hamim Nizar Yudistira Hanifah Muslimah Az-Zahra Haris Surya Wijayanto Harisul Ikrom Amin Heraspati Yudha Pratama Herman Tolle Hetty Mukammilah Higam Saiful Sadzali Hilmi Rezkian Aziz Dama Hilwa Aminatus Sholihah Ibnu Irawan Pratama Iffa Aulia Ulwani Ihza Razan Alghifari Ilma Bunga Sahara Imam Setyo Wibowo Indra Fahrizal Inggrid E. A. Siahaan Inka Setya Anggraini Intan Rumaysha Intan Sartika Eris Maghfiroh Iqbal Taufiq Ahmad Nur Ismiarta Aknuranda Istania Salma Jesy Thesalonica Mononimbar Juara Hutagalung Kartika Utami Kelvin Yabes Sitompul Kevin Gusti Farras Fari' Utomo M. Iqbal Farras Pratama Mega Isma Juwita Merlien Yuliana Permatasari Moch. Rosul Zein Mochamad Chandra Saputra Mohammad Malik Abdul Azis Muhamad Fauziawan Agung Rewanda Muhammad Aswin Muhammad Averous Mahdafikiyah Muhammad Ferdyandi Muhammad Hanif Hasanain Muhammad Ibrahim Al Ghazi Saragi Muhammad Indra Firdaus Muhammad Iqbal Muhammad Rasyad Fauzan Muhammad Rayhan Ravandika Muhammad Rizqi Ramadhan Muhammad Taufik Dharmawan Muhammad Tri Hermawan Mumtazah Rizti Arini Nabilah Iftah Nella Nadhif Mahendra Putra Nafiani Nafiani Nanda Petty Wahyuningtyas Nashihul Ibad Al Amin Nasita Ratih Damayanti Nazva Abiya Niken Hendrakusma Wardani Niken Hendrakusma Wardani Nourman Hajar Novira Azpiranda Novriani Dewi Anwar Nur Fatimah Nur Laita Rizki Amalia Prakoso Adi Bagaskara Prasetyo Iman Nugroho Priyambadha, Bayu Putera Iga Arrahma Putri Puspitasari Raden Sandra Yuwana Raditya Rizky Putra Rafi Audian Retno Indah Rokhmawati Rista Yasin Lamohammad Hende Rizal Halim Adirasyid Rois Yanuar Rahman Wahyudi Rokhmah Vira Santi Ryan Dwi Pambudi Salsabilla Syafta Sandrian Yulian Firmansyah Noorihsan Sarah Anggina Satrio Agung Wicaksono Satrio Arif Budiman Satrio Dwiartono Satrio Hadi Wijoyo Sheila Maulidia Sholachuddin Al Ayubi Syifa Basyasyah Bysi Theresia Emiliana Boleng Tirta Saraswati Tito Rhenaldi Priono Topan Prakoso Tri Afirianto Tri Susanto Victor Axelius Kristianto Siren Welly Purnomo Whita Parasati Wildan Arrizal Wahyu Sutomo Wildan Dery Rahadi Wira Kumara Wiratama Ahsani Taqwim Yoga Tika Pratama Yusi Tyroni Yusi Tyroni Mursityo Zaenal Kurniawan Zulfiar Ryanda Putra