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Implementasi Metode Artificial Neural Network (ANN) Model Based On Use Case Point Dalam Menghitung Biaya Perangkat Lunak (Studi Kasus CV. Profile Image Studio) Ade Pratama; Andi Reza Perdanakusuma; Djoko Pramono
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

Software cost estimation is an important part of an information technology project for budgeting. In the process of determining the price of a system CV. The Profile Image Studio does not use the scientific standard format or is commonly called parametric, they only use the guesstimate method. It is only estimates based on intuition. Based on this case, the cost estimation in this study will implement Artificial Neural Network (ANN) model Based on Use Case Point method is implemented in calculating software costs as suggestion for CV. Profile Image Studio. Cost estimates can be obtained after obtaining estimated effort, number of human resources and estimated system development time. Artificial Neural Networks (ANN) Based on Use Case Point method is implemented in 2 systems that have been developed by CV. Studio Profile Image. At the end of this study, the cost comparison of system development was done by comparing estimated cost results obtained using the Artificial Neural Network (ANN) model based on the Use Case Point with the allocation of costs incurred by CV. Studio Profile Image. The results of applying the Artificial Neural Network (ANN) model Based on the Use Case Point method in calculating software costs, it was found that the total estimated cost of the DBA ticket system was Rp. 17,703,140 carried out by 12 people in 1247.46 hours while the pintu air system was Rp. 6,436,860 carried out by 12 people in 453.6 hours.
Analisis Kematangan Tata Kelola Teknologi Informasi Pada Proses Pengendalian Internal Menggunakan Framework COBIT 5 (Studi Pada IT / FMS Department PT. Macmahon Mining Service Batang Toru) Bernardus Alexander Habeahan; Andi Reza Perdanakusuma; Widhi Hayuhardhika Nugraha Putra
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

PT. Macmahon Mining Service Batang Toru maintains the quality of telecommunications services and fleet management through the activities of Fleet Management System by IT / FMS Department. Based on the results of interviews with FMS Senior Engineer, said that the FMS department governance had never been evaluated, FMS activities had not all been documented in a company document, lack of SOPs that discussed actions in dealing with problems, and inability of FMS departments to assist services and assessment quickly in the field. Capability analysis of IT governance in the internal control process using the COBIT 5 framework will produce an overview of the current level of IT governance capabilities and recommendations for future improvements. The first step is doing data collection through questionnaires to selected respondents based on the RACI Chart, then conducted observations, interviews, and documentation. Then conducting a self-assessment process that resulted in the capability level of IT governance in the internal control of IT / FMS department is at level 1 at 84%. Furthermore, doing a gap analysis, where the target level is 2 so as to produce a gap is 1. The last stage is to prepare recommendations for improvement that focus on planning and making standard internal control documents, comparing results of performance with other departments, documenting every main risk and nom-main risk, and increase the number of personnel.
Evaluasi Usability Situs Web Sistem Informasi Perencanaan Pembangunan Daerah (SIPPD) v3.0 menggunakan Metode Usability Testing (Studi Kasus : Bappelitbangda Kota Batu) Arinda Dewi Listikowati; Ismiarta Aknuranda; Andi Reza Perdanakusuma
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

Sistem Informasi Perencanaan Pembangunan Daerah (SIPPD) v3.0 is an information system that used by Bappelitbangda (Badan Perencanaan Pembangunan, Penelitian dan Pengembangan Daerah) to support regional development planning activities. This information system was built to keep and ensure the achievement of integration, synchronization, and good synergy between government affairs. However, in its use there are indications of problems in understanding menu functions, different names on page titles and submenu links, system implementation that is still running 50%, and not all users understand the system. Based on the description above, it can be said that the problem is included in usability, so usability evaluation needs to be done using the usability testing method. The usability testing method is used to explore usability problems by testing the system on representative users and for measuring usability. Usability levels that measured are components of learnability, efficiency, errors, and satisfaction. To find out the level of satisfaction in accessing the system, it was measured by using the System Usability Scale (SUS) questionnaire. Then for the improvement of the interface design made by referring to the Human Health Service (HHS). Tests in this study were carried out twice, namely the initial test before repairs and further testing was carried out after being given recommendations for improvements in the form of a prototype. The results obtained from the calculation of usability level on further testing experienced an increase in the components of learnability, efficiency, and satisfaction, while the error component decreased.
Evaluasi dan Perbaikan Usability Aplikasi Mobile Ojesy Menggunakan Metode Usability Testing dan Use Questionnaire Sri Wulandari Ningrum; Ismiarta Aknuranda; Andi Reza Perdanakusuma
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

Ojesy is an application that provides online transportation services to meet customer needs among women and children. The service is in the form of bike and courier services. The Ojesy application has been downloaded ten thousand times, but many users have negative reviews related to interface problems, lack of menu features, invisible driver points available, difficult address detection so filling in addresses manually and some the user is confused to see the estimated cost. Based on these users reviews, is a reffering to usability problems. Usability is an important aspect of measuring application quality which is a benchmark for determining the extent to which a product can be used by the user to reach the destination and how easy it is to use the application's interface. Usability measurement of this study uses the usability testing method where the evaluation process is carried out directly on the sample user. This test has three stages, the first task scenario test, the second completes the questionnaire and the third interview. Testing also uses a USE questionnaire that includes four parameters, namely usefulness, ease of use, ease of learning and satisfaction. Each parameter has several statements given to the user to assess the level of usability of the Ojesy application. The test was conducted twice, that is initial test to analyze the level of usability and problems before being given a recommendation. Then the final test is recommended for improvements in the form of a prototype using the material design guidelines to get good results, and tested again to get the final usability value. The results of the usability values ​​of the initial usability measurements were 42.75% and the final usability value after recommendations for interface improvement of 80.75%.
Evaluasi dan Perbaikan Pengalaman Pengguna Menggunakan User Experience Questionnaire (UEQ) dan Heuristic Evaluation (HE) Pada Aplikasi Mobile Info BMKG Abid Bagus Kurniawan; Ismiarta Aknuranda; Andi Reza Perdanakusuma
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

Mobile app of Info BMKG is a government application that provides an early warning, earthquake, weather, climate, and etc according to its scope. Based on the observations, interviews, and several responses in the Playstore comment column, various problem were found on the application that could make the user experience worse. To reduce any issues related to user experience, therefore an evalation is required to improve its user interface. This research is conducted with the UEQ (User Experience Questionnaire) method to measure the quality of the user experience level and HE (Heuristic Evaluation) to specify a problem(s) for the evaluator. The first evaluation is found that the BMKG app has a neutral user experience level and ”bad” rank resulted from the UEQ benchmark in 4 scales which are Attractiveness, Perspicuity, Efficiency, and Novelty and acquired a ”below average” category in 2 scales which are Dependability and Stimulation. Besides that, as much as 17 issues have been discovered by the evaluator and a list of design fix recommendations have been provided. The design fixes are then re-measured where it is discovered that there is a significant rise in the user experience level that results in a positive level and the UEQ benchmark category for Attractiveness, Efficiency, Dependability, Stimulation and Novelty is raised to a ”good” category, while the Perspicuity scale is measured in the ”above” category.
Evaluasi Maturitas Manajemen Layanan Infrastruktur Data Center di Dinas Komunikasi dan Informatika Kabupaten Gresik dengan Menggunakan ITIL v.3 Framework Putri Sari Yasmi; Ismiarta Aknuranda; Andi Reza Perdanakusuma
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 6 (2019): Juni 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Dinas Komunikasi dan Informatika Kabupaten Gresik (Dinas Kominfo) is one of government agencies which is responsible for implementing E-Government based public services. In providing public services and government administration, Dinas Kominfo only provides services in the form of infrastructure and networks, in this case, called a supporting service. Problems found in service operations including the absence of a policy the management of information technology services that resulted in service managers ignoring these important needs and influencing the value of services, the ability of human resources in the field of IT is inadequate. Limited resources in carrying out all assigned tasks and functions result in gaps in other tasks. The thing that becomes a common focus is management commitment is needed to improve service quality. To find out the form of service management, its necessary to evaluate the maturity level of data center infrastructure services. The condition of the data center infrastructure doesn't meet the standards and management of services is not carried out regularly. This evaluation uses the ITIL Framework Domain Service Operation that aims to produce recommendations to improve the management of information technology services. During the evaluation process, data collection was conducted with document studies, interviews, and questionnaires so that a maturity level analysis of 1.26 (initial) was obtained, meaning that there are still many processes for managing data center infrastructure services that haven't been yet implemented and service management functions not clearly defined.
Analisis Biaya Perangkat Lunak menggunakan Metode Revised Use Case Point Inggit Setyo Rini; Widhy Hayuhardhika Nugraha Putra; Andi Reza Perdanakusuma
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 6 (2019): Juni 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Two types of cost estimates are algorithmic and non algorithmic. PT Piramida Teknologi Informasi uses non algorithmic estimate because it estimates based on previous project data and guesstimate. PT Piramida Teknologi Informasi often suffers project delay in processing time in a risk of loss in term of costs. PT Piramida Teknologi Informasi defined the cause of their project problem is the lack of human resource. This study used Revised Use Case Point (RE-UCP) to resolve them. Algorithmic estimate was selected because this type can produce estimate accurately. Re-UCP is algorithmic estimate.Re-UCP was selected because it has more implemented advantages in various project range and close to actual effort value (precision). Re-UCP value was converted into effort in staff hours. Effort becomes the basis of making time and cost allocation. This study did not count the number of human resource but made an allocation for each project activities. SIPAP and SIM JALAN were used as test data in this study. The result showed that SIPAP can be completed at a cost of Rp 184.769.238,37 for 686,7 hours by 7 people. While the SIM JALAN can be completed at a cost of Rp 210.302.26,09 for 568 hours by 8 people. Re-UCP also shows several important things such the development risks that affect cost and time since early phase, possible solutions taken (i.e determined overtime for SIM JALAN), and company's opportunities. The result of this study can be used by project leader or manajer project in making decision such as making scheduling dan knowing benefits of project based on software size.
Analisis Manajemen Risiko Sistem Informasi E-LKPJ pada Dinas Komunikasi dan Informatika Provinsi Jawa Timur Dian Ayu Permatasari; Widhy Hayuhardhika Nugraha Putra; Andi Reza Perdanakusuma
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 6 (2019): Juni 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Information technology is being use by many companies including goverment agencies. Organization which uses information technology should carry out risk management to prevent information system obstacle. Dinas Komunikasi dan Informatika Provinsi Jawa Timur developed an E-LKPJ system. E-LKPJ system is a means of making an accountability report to DPRD. Based on governor regulations East Java no 48 of 2015 clause 9 verse 3, to ensure operation of the Electronic Transaction and System, Dinas Kominfo to insure system security and electronic transactions, applies risk management, develops operational standards and procedures, solves access problems and conducts audit at least once a year. Therefore Dinas Komunikasi dan Informatika Provinsi Jawa Timur necessary to carry out risk management in the E-LKPJ system. The aim of this study is identify potential risks in E-LKPJ system using NIST SP 800-30 framework. This study used qualitative methods by interviews and observation. This study produced a descriptions of system threats that come from electricity, natural disasters, fires, internet networks, passwords, and human resources. Meanwhile, threat sources which have potential vulnerabilities are electricity, internet networks, password, and human resources. The results of this study were risk level assessment including human resources at a high risk level, password at a moderate risk level, and electricity and internet networks having at a low risk level.
Perencanaan Pengelolaan Keamanan Informasi Berbasis ISO 27001 menggunakan Indeks KAMI Studi Kasus: Dinas Komunikasi dan Informatika Kabupaten Rembang Anindhita Firdani; Suprapto Suprapto; Andi Reza Perdanakusuma
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 6 (2019): Juni 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Dinas Komunikasi dan Informatika (Kominfo) Kabupaten Rembang is a government service that implements IT in carrying out business processes and daily activities. Dinas Kominfo use various IT services and have the responsibility to manage some of services technically. Based on the interviews that have been done, the more services managed by Dinas Kominfo, the more appropriate safeguards are needed to avoid the risks that might occur. According the existing conditions and referring to Peraturan Menteri Komunikasi dan Informatika Republik Indonesia Nomor 4 Tahun 2016, Dinas Kominfo need to plan for managing information security. Therefore, the purpose of this research is to provide a information security management plan based on risk analysis in Dinas Kominfo Kabupaten Rembang. Planning for information security management that conduct through steps includes assessments using Information Security (KAMI) Index, asset and risk identification, risk analysis using FMEA, risk priorities, make appropriate recomendations to ISO 27001 controls, cost and benefit analysis to determine risk mitigation priorities, and arrange ISO 27001 mandatory document. From the Indeks KAMI assessmen result, the completeness levels score is 161 and the average maturity level of each information security areas is Level I to Level I+. Then, there are 15 top IT risk with the highest RPN value 126. Risk mitigation recommendations can be applied by doing 13 ISO 27001 controls based on risk analysis.
Evaluasi Tingkat Kapabilitas Tata Kelola Teknologi Informasi dengan Kerangka Kerja COBIT 5 pada Proses APO01 dan APO07 di Dinas Komunikasi dan Informatika Provinsi Jawa Timur Nanda Fiesta Farada; Andi Reza Perdanakusuma; Suprapto Suprapto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 6 (2019): Juni 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Dinas Komunikasi dan Informatika (KOMINFO) Provinsi Jawa Timur is an organization or government agency that has a role in managing informatics and realizing a smart province program. Based on the document Perubahan Renstra KOMINFO in the 2014-2019, it is stated that in realizing smart province there are 3 success factors. Those are technological, human and institutional factors. However, in practice KOMINFO has not yet conducted an evaluation related to this matter, where it should be one of the agendas carried out periodically to ensure whether the performance that has been carried out is appropriate or meets the government regulations that have been set. In this research, COBIT 5 was used to evaluate the capability level in the APO01 (Manage the IT Management Framework) and APO07 (Manage Human Resources). The first stage is mapping the RACI Chart to determine the Responsible respondents, then collecting data by doing observation, interviews, and document studies to determine the capability level of each process, then conduct data validation, gap analysis, and recommendations for improvements in the form of roadmap. The APO01 process is at level 3 of 78% with a gap of 1 level and the APO07 process is at level 1 at 81% with a gap of 2 levels. There are 8 recommendations for the APO01 process and 11 recommendations for the APO01 process, one of the recomendation is to make a quality record of the application of the established SOPs.
Co-Authors 'Aini, Jihan Qurrotul A. Fahmi Baharuddin Abdurrahim, Muhammad Imaduddien Abid Bagus Kurniawan Achmad Andriansyah Achmad Muchsinul Huda Malik Jamil Ade Pratama Ade Renata Aditya Rachmadi Admaja Dwi Herlambang Afifah Pratiwi Reza Ayu Widiarti Agung Rizqi Maulana Ahmad Afif Supianto Ailsa Nabila Irvhan Aisha Edna Alicia Sanyoto Aisya Rizki Hasnanursanti Aldila Amalia Saufika Alfa Nur Fitriana Islami Alifdaffa Nurfahmi Dekatama Ami Fajar Hikmah Amru Nizar Maqdum Ananda Apriliah Sari Andre Firza Setyananda Anindhita Firdani Annisa Julia Santoso ari kusyanti Arinda Dewi Listikowati Arya Saputra Ayu Made Krisna Dewi Ayunda Della Ariesta Ayuningtyas Ayuningtyas Bambang Pramudhita Budhiman Bavian Adi Nugraha Bernardus Alexander Habeahan Buce Trias Hanggara Cahyati, Nur Aini Carellia An-nisa Monik Carlo Julio Caesarrieva Christie Viviah Chandra Dandy Eko Purwanto Daniel Pradipta Hidayatullah Danu Firmansyah Hidayatullah Delfitri Nanda Irawan Della Eko Damayanti Desy Miladiana Devin Prayogo Devita Widyasari Dhuha Rizky Ramadhan Diah Priharsari Dian Ayu Permatasari Dika Esa Pramudya Dilla Kusumaningrum Dimounitif Nelaspaba Dio Wisnu Hamjono Djoko Pramono Dwi Rahmawati Dzakiyyah Salma Wachid Edo Rizky Pratama Erlan Erlangga Fadillah Dwi Wicaksana Fadzri Ahdi Anshori Farhan Hisbullah A'isyi Basuki Fauzan Adi Laksono Febiko Ramadina Febrina Putri Laksamana Fikri Nur Hammam Firza Zukhriadna Afriliandra Frydo Tio Fernando Gilang Pradana Hana Shofiyah Hana Talitha Iddo Driantami Hanifah Muslimah Az-Zahra Hanum Dwi Rosidi I Komang Pranadita Kusuma Jaya Ilham Febi Muzacki Ilham Maulana Ubaidillah Inggit Setyo Rini Intan Sartika Eris Maghfiroh Intan Sartika Eris Maghfiroh Intan Sartika Eris Maghfiroh Irdiaga Isnainrajab Irfan Aufa Ramadya Irfanda Mahardhika Hidayat Kusumawardhana Ismiarta Aknuranda Ivan Arrilya Eka Trexano Izza Isma Jesy Thesalonica Mononimbar Joshua Soejanto Khansa Nabila Ulayya Khusnatul Mukaromah Larasati Budi Sinarahwulan Lintang Dila Mutiara Putri Mashuda Bahtiar Mega Noviany Melisa Widya Astuti Millenia Silvianthie Mochamad Candra Saputra Mochamad Chandra Saputra Mohammad Dhani Alfian Mokhammad Pungky Fadhli Muhammad Faishal Erwin Muhammad Fariz Arizali Effendi Muhammad Fariz Arizali Effendi Muhammad Hanivan Titunanda Muhammad Redo Muqorrobin Ghulam Muhammad Nadya Mardiana Rahmania Nahdhiyah Alimah Yumna Nanang Yudi Setiawan Nanda Fiesta Farada Narayana Demafaris Pradana Natasya Ekaputri Niken Hendrakusma Wardani Nizham Media Raziqi Noval Ageng Siswanto Nungki Dwi Prastanti Nur Aini Cahyati Nur Shafiya Nabilah Salam Prakoso Adi Bagaskara Putri Sari Yasmi Putu Ananta Yoga Manik Mas Rafly Ardiansyah Ikhsantyo Rahadian Fitra Syakura Raka Rachmanda Putra Rama Arief Permana Retno Indah Rochmawati Retno Indah Rokhmawati Rika Priyanti Manik Riswan Septriayadi Sianturi Riswan Septriayadi Sianturi Rizky Nur Rochman Rusjda Widya Rahmani Satrio Hadi Wijoyo Satrio Hadi Wijoyo Sihombing Nella Sarah Berlianna Sri Wulandari Ningrum Steven Felix Octo Pasaribu SUPRAPTO Supraptoa Supraptoa Syahri Awan Purnomo Tasya Junita Maulani Tistya Putri Karima Tito Akbar Bagaskara Troy Kornelius Daniel Ulfatisa Cahyani Ulya Nuzulir Rohmah Via Aprilia Prabawati Wibiansya Analis Febrianto Widhi Hayuhardhika Nugraha Putra Widhy Hayuhardhika Nugraha Putra Windi Prasetyo Wiryawan Yurih Kaloko Yoga Murdianto Yudhistira Kurniawan Sutiknyo Yushinta Prassanty Antoroputri Yusi Tyroni Mursityo Yusuf Reyhan Aditiawan Zahra Aulia Rahmadianti Zainuri Mahmud