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Prediksi Kelulusan Mahasiswa Berdasarkan Kinerja Akademik Menggunakan Pendekatan Data Mining Pada Program Studi Sistem Informasi Fakultas Ilmu Komputer Universitas Brawijaya Ryan Dwi Pambudi; Ahmad Afif Supianto; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 3 (2019): Maret 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Late graduation is a problem that often encountered in university's academic environment. This is also experienced in University of Brawijaya Information System study program which average students accepted in the Information Systems study program is 213 students, whereas the average students that graduate is only less than 99 students. This imbalancy will be certainly causing disadvantage to the academicians and students. So based on this problem t is necessary to predict the students who are indicated not to graduate on time so that further action can be given. One of the tasks that can be used to predict graduation in data mining can use the type of task classification. By utilizing one of the classification algorithm methods namely Naive Bayes, probability patterns will be generated on each attribute that can be used to determine whether students graduate on time or not. From data of students that collected totaling 1354 data, the data is then carried out pre-processing for the mining process on a system developed on a web-based using Weka CLI. Information from graduation predictions is displayed on the dashboard according to the needs of the Head of the SI Department. Test Results Black-box shows a valid system according to defined needs. While the results of usability testing with the System Usability Scale(SUS) produce a value of 57.5 which is classified as an Adjective rating Good.
Pengembangan Sistem Informasi Reservasi Pada CV. Dwi Artha Indah Samarinda Menggunakan Metode Rational Unified Process Andhika Akbar Saputra; Yusi Tyroni Mursityo; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 3 (2019): Maret 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Dwi Artha Indah a company that provides event equipper service. However, the operational process in the company is still handled manually, hence problems arises, one of which is that the duration within checking the availability of equipment stocks often exceeds the procedure limit. Based on these problems, information system development is implemented to help the optimization of the company's business process. The development process is performed by using Rational Unified Process (RUP) development method, which was chosen due to its dynamic and iterative, so that it can respond to changes in needs that are not well defined. In the Inception phase, business process analysis will focus on leasing transactions, scheduling equipment delivery/pick-up, and reporting equipment repairs. Moreover, the elaboration phase, the results of the analysis of user requirements were found that the user needs include, 22 functional requirements and 1 non-functional requirement. Afterwards, the construction phase is carried out, the black-box testing was done through 39 test cases with the conclusion that the system can be run on 4 different browsers without fatal errors. The last phase is transition, the examination for the user acceptance test (UAT) was done in each actor with the results depict that the acceptance level on the admin actor reached to 88.88%, warehouse coordinator 88%, and the leader is 90%. Thus, it can be concluded that all actors are strongly agree with the system functionality. Through these development, its produced a information system that can support the management of leasing transactions, scheduling equipment delivery / pick-up, and reporting equipment repairs.
Perbaikan Proses Bisnis Pembangunan Base Transceiver Station (BTS) Menggunakan Business Process Improvement (Studi Kasus: Badan Aksesibilitas Telekomunikasi dan Informasi KOMINFO) Salsabilla Syafta; Ismiarta Aknuranda; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 3 (2019): Maret 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

BAKTI KOMINFO is an organization that engaged in telecommunications and information. This organization has several priority programs that aim to provide broader access to 3T areas, namely Remote, Outermost, and Disadvantaged areas. One of the priority programs is the construction of the Base Transceiver Station (BTS) which is under the auspices of Infrastructure Directorate. In its implementation, there is quite common obstacle, which is miscommunication between the parties involved. Therefore it is necessary to analyze and evaluate business processes to find the root of the problem and make recommendations for improving the business processes. In this study, the Business Process Model and Notation (BPMN) is used to conduct business process modeling, the Five Whys Analysis method is used to evaluate business processes, and the Business Process Improvement (BPI) method is used to improve business processes. Based on the results of simulations on current business process and business process recommendations, there found the acceleration of duration up to 17.54% in the BTS business process and 34.67% in the Procurement (e-Purchasing) business process. The business process recommendations can also minimize the occurrence of problems, so it can be concluded that the business process recommendations can make the running of the current business processes better.
Pemodelan Dan Rekomendasi Proses Bisnis Menggunakan Metode Business Process Improvement (BPI) (Studi Kasus: NGALUP.CO) Deafinansia Nurido Andiyani; Nanang Yudi Setiawan; Ismiarta Aknuranda
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 3 (2019): Maret 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Ngalup.co is the company engaged in creative industry area. Ngalup.co found that there are several processes that are not carried out according to the procedure, so that it's implemented inappropriately. Indications that occur are booking hall events that took a long time and needs a lot of resources, so that the process business often missed. Based on the indication problems, this study was conducted to evaluate business processes and to analyze the potential problem and the root of problem that occurs in business process at Ngalup.co and then given the recommendation for improvement of business process. This study uses Business Process Modeling and Notation (BPMN) diagram and Failure Mode and Effect Analysis method (FMEA) to analyze and evaluate business process, and Business Improvement Method (BPI) to do improvement. From the results of simulations carried out in the current business process (as is) and business process recommendation (to be), found out that an increase in time analysis reached 12.39% on booking hall events, 4.07% on event implementation, and 6.49% on event evaluation. Beside that, an increase on resource analysis also done with the highest increase 34.54% done by the customer in the event hall ordering business process, 16.44% by community host in the event hall ordering business process, and 8.86% by event manager in the event evaluation business process.
Perbaikan Proses Bisnis Layanan Tes TOEFL Pada Unit Pengembangan Bahasa (UPB) Universitas Brawijaya Menggunakan Metode Business Process Improvement (BPI) Febiko Ramadina; Nanang Yudi Setiawan; Andi Reza Perdanakusuma
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 3 (2019): Maret 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Unit Pengembangan Bahasa (UPB) is an institution business unit of Universitas Brawijaya has a function in the field of the TOEFL Test. In carrying out the business process has several obstacles, like processes carried out manually and there are also online, making many activities with the same purpose repeated, services that are less than optimal, complicated activities make the time taken longer. Therefore, analysis and evaluation is needed to help and accelerate business processes in order to run more effectively and efficiently. This research begins with analysis business process primary and business process second of TOEFL test service, Failure Mode and Effect Analysis (FMEA) a method for analyzing the root causes and potential in business processes as a evaluation business process. Business Process Improvement (BPI) to get business process recommendations. Then there will be a simulation of validation and time analysis for current business processes (as is) and recommendations (to be), the results of current business process analysis will be compared with business process recommendations. from the 5 current sub-business processes and recommendations found the highest time effectiveness in the business process of the TOEFL test implementation to 72.32% and the lowest time effectiveness in the business process results and TOEFL test certificates up to 4.95%. So that business processes can be concluded. recommendations can improve performance better.
Perbaikan Proses Bisnis Menggunakan Metode Business Process Improvement (BPI) (Studi Kasus Online Requisition (ORAS) Pada PT Freeport Indonesia) Nazva Abiya; Nanang Yudi Setiawan; Niken Hendrakusma Wardani
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 3 (2019): Maret 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

PT Freeport Indonesia is an affiliate company of Freeport-McMoRan, which engaged in mining. In the procurement of company goods, PT Freeport Indonesia has a process called ORAS. ORAS or Online Requisition is a custom application to facilitate the requisition and reservation process from a material in PT Freeport Indonesia warehouse. But there are problems in the process of ordering goods in the reservation or requisition such as, input the wrong cost code allocation by employees that are not in accordance with the appropriate departments, late buyers in taking goods in warehouses and other problems that can be found if the evaluation is done. Therefore, is necessary to analyze and evaluate to find out the problems that exist in the current business process and the improvement of business processes based on the results of the evaluation. Failure Mode and Effect Analysis (FMEA) is used to evaluate business process, then recommendations for improving business processes using the Business Process Improvement (BPI) method with streamlining tool. The duration of completion is faster up to 11.21% for reservation business processes and 4.87% for the Requisition business process. The duration of completion is slower up to 30.38% in the ordering business process at ORAS and 20.24% in the Bid Requisition business process.
Implementasi Sistem Penilaian Kinerja Karyawan Dengan Menggunakan Metode AHP-TOPSIS Untuk Rekomendasi Pemilihan Karyawan Tetap Dedi Romario; Fitra Abdurrachman Bachtiar; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 4 (2019): April 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

The role of the workforce as Human Resources (HR) that runs operational tasks within the company has an important role in the success of the company. To get a competent workforce it is necessary to conduct an assessment process for the workforce to be appointed as permanent employees in a company. It is also applied by one of the companies in the field of express courier and logistics PT. Tiki Jalur Nugraha Ekakurir or commonly known as JNE. To reduce subjectivity in the assessment process it is necessary to give weighting to each criterion to be used in the assessment process. Analytical Hierarchy Process - Technic for Preference Order by Similarity to Ideal Solution method is one of the combined methods that can help to support decisions in recommending employees. Where AHP is applied to look for priority weights criteria and TOPSIS is applied to rank alternative employees. Accuracy testing is done by using comparison criteria data provided by JNE. The test data used is data from employee recommendations in 2017 as many as 33 employee recommendation data. The results of accuracy testing conducted found that the system's accuracy rate was 69% for permanent employee recommendations, 50% for contract extension, and 80% for contract termination recommendations. In the system acceptance test using the SUS method the value obtained is 80 which in the range of values is the range of "acceptable" values in the SUS scale
Pengembangan Sistem Informasi Pendataan Rak dan Perangkat Server Berbasis Web (Studi Kasus Pada PT. Indosat Ooredoo Surabaya) Dinda Ayu Rudyana Putri; Ismiarta Aknuranda; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 4 (2019): April 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

PT. Indosat Ooredoo is one of the telecommunications service providers in Indonesia. To support the smooth running of services, of course, better management of server space is needed. Servers that can be submitted are a very vital part of telecommunication network activity. In the Engineering Division, there are several problems that occur in the business process at PT. Surabaya Indosat Ooredoo. One of them, the Engineering Division does not yet have the resources that are capable of managing the server properly. Data collection activities on each rack and server device still use manual techniques using Microsoft Word and the Sketchup application. Based on the description of the importance above, it is necessary to improve the data collection business processes and device servers and by building a data collection information system and server devices. To develop an information system, the researcher uses one method, namely the Waterfall Model. In the Waterfall Model method 4 phase definitions, systems and software design are needed, implementation and unit testing and integration and unit testing. In the requirements analysis until the design of the researcher uses the Object Oriented Design and Analysis (OOAD) method to overcome errors in determining the user needs needed by the system. After the requirements analysis and design are carried out next, testing on the implementation of information systems rack data collection and server devices using functional and nonfunctional testing. On functional testing using a validation test with 18 functional requirements with results, 100% valid and nonfunctional tests using the browser compatibility validation test using SortSite software. The reported test results have 2 critical problems in Firefox browser version 63 and chrome version 70.
Evaluasi Proses Bisnis Layanan Bidang Pembinaan Pendidik Dan Tenaga Kependidikan (PTK) Di Dinas Pendidikan Kota Malang Menggunakan Metode Quality Evaluation Framework (QEF) Nur Fatimah; Nanang Yudi Setiawan; Niken Hendrakusma Wardani
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Dinas Pendidikan Kota Malang is a government agency responsible for the education sector in Malang City and has several fields. One of them is the division of Pembinaan Pendidik dan Tenaga Kependidikan (PTK). In carrying out its business processes there were several problems that cause the quality of services provided to clients was not good, due to repeated activities, activities that require a long time and input processes that ware not in accordance with the requirements. Therefore a business process evaluation was needed using the Quality Evaluation Framework (QEF) method which was modeled using IDEF0 to model the functional process and IDEF3 to model the current sequence of business processes. The entire evaluation of business processes produced 6 quality factors that were not in accordance with the targets determined by stakeholders. This indicated a gap between targets and ongoing performance. The results of evaluating the quality factor mismatch will find the root of the problems using fishbone analysis. It can be concluded that the emergence of discrepancies was caused by repeated activities and input processes that were not in accordance with the provisions.
Pengembangan Sistem Informasi Tracer Study Fakultas Ilmu Komputer Universitas Brawijaya Menggunakan Metode Rational Unified Procces Sholachuddin Al Ayubi; Yusi Tyroni Mursityo; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Do data collection when entering working world is sould be done in every study program. The graduate that can get the corresponding job with areas of expertise wich are owned can help study program to get the relevan suggestion. Not only that, but every study program also be accused to have good accreditation. One of parameter accreditation rating is follow up the graduate tracking. but the big case is almous data is hard file, so need more procces to get the data. In fact the proccess to get the data is longer. To solve this problem is need one best sistem that can doing the data while classify the management data of graduate. Rational Unified Proccess (RUP) is development method sistem that chosen, because on this all changed controll proccess can do in every step. So make it easy to correct fastly n have a good dokumentation. RUP have some stage, such as inception, elaboration, construction and transition. Testing proccess sistem is doing with some method. such as blackbox testing, compatibility testing serta user acceptance testing. The result of test UAT get score 90% from all the graduate that traying this sistem. The system that has been worked on is able to answer the data collection problems experienced by FILKOM's students. so data collection becomes easier. the conclution is tracer information sistem is received well by sistem user.
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