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Optimization of Genetic Algorithm Performance Using Naïve Bayes for Basis Path Generation Achmad Arwan; Denny Sagita Rusdianto
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 2, No 4, November-2017
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (722.536 KB) | DOI: 10.22219/kinetik.v2i4.370

Abstract

Basis path testing is a method used to identify code defects. The determination of independent paths on basis path testing can be generated by using Genetic Algorithm. However, this method has a weakness. In example, the number of iterations can affect the emersion of basis path. When the iteration is low, it results in the incomplete path occurences.  Conversely, if iteration is plentiful resulting to path occurences, after a certain iteration, unfortunately, the result does not change. This study aims to perform the optimization of Genetic Algorithm performance for independent path determination by determining how many iteration levels match the characteristics of the code. The characteristics of the code used include Node, Edge, VG, NBD, and LOC. Moreover, Naïve Bayes is a method used to predict the exact number of iterations based on 17 selected code data into training data, and 16 data into test data. The result of system accuracy test is able to predict the exact iteration of 93.75% from 16 test data. Time-test results show that the new system was able to complete an independent search path being faster 15% than the old system.
Pemanfaatan Website Trello dalam Menunjang Pembelajaran Kolaboratif di Lingkungan Sekolah Menengah Kejuruan di Kota Malang Faizatul Amalia; Denny Sagita Rusdianto; Fajar Pradana; Tri Astoto Kurniawan
Bubungan Tinggi: Jurnal Pengabdian Masyarakat Vol 5, No 1 (2023)
Publisher : Universitas Lambung Mangkurat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/btjpm.v5i1.6849

Abstract

Pembelajaran kolaboratif dalam pembelajaran di kelas menjadi penting diimplementasikan agar dapat menciptakan interaksi sosial yang ada antar siswa. Hal ini bermanfaat bagi pemahaman siswa dan juga peningkatan kemampuan mereka dalam menyelesaikan masalah yang diberikan oleh guru secara berkelompok. Dengan adanya pandemi covid-19, membuat masalah dalam pembelajaran semakin kompleks meskipun di satu sisi, guru dituntut untuk menghasilkan lulusan yang kompeten. Oleh karena itu, tujuan dari kegiatan pelatihan ini adalah untuk meningkatkan pemahaman siswa dan juga kemampuan siswa dalam menyelesaikan masalah, maka diperlukan pelatihan bagi guru dalam mengelola tugas melalui penggunaan website Trello. Kegiatan pelatihan ini mendukung dalam peningkatan kemampuan guru terutama pemanfaatan aplikasi sebagai alat bantu yaitu Trello untuk menerapkan pembelajaran kolaboratif. 16 peserta yaitu guru dari SMKN 9 dan SMKN 12 Malang bersedia mengikuti pelatihan ini secara luring dan daring selama dua hari pada tanggal 11-12 Agustus 2022. Metode pelaksanaan pelatihan ini dengan menerapkan metode ceramah dalam penyampaian materi, diikuti dengan demonstrasi oleh pemateri dan diikuti oleh peserta, dan penugasan. Selain itu, diberikan juga pretest dan posttest untuk mengukur pengetahuan guru dalam pelatihan ini serta kuesioner pelaksanaan pelatihan. Berdasarkan tugas yang dikumpulkan oleh guru, terdapat 2 guru yang tidak aktif dalam pelatihan atau tidak mengumpulkan tugas 1, 2 dan 3, dan 4 orang guru tidak mengumpulkan tugas 3. Hasil pretest dan posttest menunjukkan adanya penurunan dari rata-rata pretest dan posttest-nya. Namun tugas yang dihasilkan cukup menunjukkan hasil yang signifikan terkait pemanfaatan Trello itu sendiri. Pelaksanaan kegiatan ini menghasilkan kemampuan guru meningkat dalam memanfaatkan Trello untuk mendukung pembelajaran kolaboratif sebesar 56% yang mengumpulkan sebuah video pemanfaatan Trello.Collaborative learning has an important role in developing social interaction between students. Collaborative learning benefited students' understanding and increased their ability to solve problems in groups. The Covid-19 pandemic made problems in learning more complex, and teachers were required to produce competent graduates. Therefore, the purpose of this training activity was to increase student understanding and students' ability to solve problems. Problem-solving could be trained in students using management assignment collaboration. So this training was needed for teachers to manage assignments using the Trello website. This training activity also supported improving teachers' abilities, especially by using Trello applications in implementing collaborative learning. Many 16 teachers from SMKN 9 and SMKN 12 Malang were willing to participate in this training. This training was held offline and online for two days on 11-12 August 2022. The method of this training was lecturing in delivering material, demonstrating, and giving assignments. The training was evaluated using a pretest, posttest, and questionnaire. Based on the assignments collected by the teacher, two teachers were not active in training or did not submit three assignments, and four teachers did not submit third assignments. The results of the pretest and posttest described a difference from the average. However, the resulting tasks show significant results regarding using Trello. Implementing this activity increased teachers' ability to use Trello in supporting collaborative learning by 56% who submitted a video on using Trello. 
Pembangunan Sistem Pengelolaan Bank Soal Ujian Pilihan Ganda Secara Online Silvia Ajrini; Tri Astoto Kurniawan; Denny Sagita Rusdianto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 9 (2017): September 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Abstract Multiple choice test in Faculty of Computer Science, Brawijaya University has been constructed manually. Such construction encounters some problems, e.g. similarity in some questions created by some lecturers. In addition, lectures often forget to save every question that they ever made. All of these problems can be solved by an online questions bank management system for the multiple choice test. This system is expected to assist lecturers in creating and storing the questions safely as well as to detect the similarities among the questions. This system will be made in web, such as lectures can access anywhere and anytime. The system has been successfully tested using white box technique for unit and integration testings, and black box technique for validation testing. Keywords: online questions bank management system, multiple choice test, object oriented, waterfall model
Pembangunan Sistem E-Learning Untuk Kebutuhan TOT (Training Of Trainer) Guru Pada Smk Yp 17-1 Malang Dengan Menggunakan Framework Codeigniter Niar Ariati; Heru Nurwarsito; Denny Sagita Rusdianto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 3 (2018): Maret 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

SMK YP-17-1 Malang is an organization that operates a formal education. It holds a vocational education on a senior-high grade as a continuation from Junior high (SMP, MTS or any comparable junior high). As an organization that holds a formal education, it is imperative for SMK YP 17-1 to implement any govermental policy in its operation. In the process, there will be problems such as difficulties on implementing the dynamically changing curriculum and the problem of developing the staff's proffesionalism. Based on that fact, we need the skill, cooperation, and feedback among teachers on their daily routine so that they can share their knowledge. Hence, need to implemented a software to manage education/training process and also acts as a web-based information gateway for Training of trainers system. The completed system uses CodeIgniter framework that implements Waterfall development cycle and fulfills the functional requirement with 100% validation percentage. All three of the main feature has a complexity level under 21 which proves that this system can be operated with easy maintenance. Moreover, user satisfaction value reaches 84.17% which indicates that the completed system is categorized as "good" and has an adjective value of "B".
Pembangunan Talent Management System yang Terintegrasi dengan SAP Netweaver (Studi Kasus: PT Kereta Api Indonesia) Aditya Bayu Wardhana; Denny Sagita Rusdianto; Tri Astoto Kurniawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 5 (2018): Mei 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

PT KAI already has a system that can assess the performance of their employees, it is called Performance Management System. However the system still has not been able to overcome the existing problems. These problems, the difficulty in retain the best people in the company and also difficulties in the recruitment of new high quality employee. This is caused by the increasing competition of intercompany and limited supplies of the talent. So we need system which can overcome these problems, that is Talent Management System. PT KAI has an application that supports Talent Management process, that is SAP Netweaver. PT KAI has not applied it to such SAP application. This is due to different business processes and requires high cost to do further development on the SAP Netweaver application. Developing Talent Management System requires several methods, including the BSC, 360 Degree Assessment, and MBTI. As well as the required way to integrating data between Talent Management System with SAP Netweaver application, that is by using SAP RFC. This system has been successfully tested using white box testing technique for unit and integration testings, and black box testing technique for validation testing.
Pengembangan Aplikasi E-School Dengan Pendekatan Evolutionary Prototype Studi Kasus SMP Negeri 1 Cikarang Barat Alawiyah Nurmala; Bayu Priyambadha; Denny Sagita Rusdianto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 6 (2018): Juni 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Technology development nowdays has reached all areas including education.With the support of technology, teaching and learning activities can be increase to a better level. SMP Negeri 1 Cikarang Barat has adequate technology facilities, but the facility is not fully utilized yet for teaching and learning activities. In this research, developed a learning application called E-School which has a feature to detect plagiarism on the answers of tasks and student quizzes which type is essay. The plagiarism detection feature will be developed by applying knuth-morris-pratt algorithm. The application applying the Evolutionary Prototype approach that could be help stakeholders and system developers in exploring system requirement specification as desired by stakeholder. By applying Evolutionary Prototype approch,. stakeholders can work together as to what will be developed and this will impact some additional and functional changes between the first prototype and the second prototype. Stakeholder and developer can evaluated the prototype of the application that is being developed, this can be simplify the communication in the aim for system elicitation and this can avoid some of misunderstanding between stakeholder and developer in builiding application. The results of the test obtained all the functionality contained in the application first prototype and second prototype has been running well and the second prototype can be used by stakeholder.
Pengembangan Perangkat Lunak Dokumentasi Persuratan Menggunakan Codeigniter Dengan Semantic Web Pada Unit Kerja Inspektorat Jenderal Kemnaker Muhamad Romdoni Rachman Wijaya; Heru Nurwarsito; Denny Sagita Rusdianto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 6 (2018): Juni 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Information technology began to be used to build an E-Government based government by applying information technology in its work system to facilitate the work process and service to the community. With the development of information technology in the Government is expected the State Civil Apparatus performance will be faster and efficient. In the work unit of Inspectorate General of the Ministry of Labor, incoming mail that has not been documented electronically and activities of disposition of incoming mail which has been by using manual book led to the process of searching document letters constrained when the archive of incoming mail so much and excessive use of paper very wasted state budget from various ministries/ government agencies. To facilitate the process of searching and tracking the incoming mail flow until the mail is completed, it is necessary to develop mail documentation application at Inspectorate General Ministry of Labor. In this case, the mail documentation application is built using the CodeIgniter framework with the application of semantic web in hopes to simplify the process of searching document letters.
Pengembangan Sistem Portal Satu Data Indonesia Pada Kantor Staf Presiden Menggunakan Comprehensive Kerbal Archieve Network (CKAN) Bayu Wicaksono; Denny Sagita Rusdianto; Adam Hendra Brata
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 8 (2018): Agustus 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Data is a valuable national resources and strategic asset for Government and society in Indonesia. Manage data as an assets and make it available, can be found and used for encourage government's openness, efficiency and effectivity. So far, data become less attention from instance, so it needs some research to do data integration between more than two different platform using comprehensive kerbal archive network (CKAN). To be able to do data integration, there's some method the usage is based on the availability of metadata source and through application programming interface (API) CKAN. Data Harvesting are divided into three steps, the first step is collecting metadata source to be taken through API CKAN. The second step is take the metadata from related source and save it into database. The last step is input metadata into dataset. The purpose of this research is to do integration between CKAN system. This system has been successfully tested using white box testing method on unit testing and integration testing, also black box testing on validation testing. Testing data synchronization is done with percentage of success above 90%, where the test is done by using 2 samples on Bandung data portal and National data portal. Bandung data portal shows successful data taken as much as 100% and the National data portal is 99.87%.
Pengembangan Sistem Inventory Control Perusahaan Berbasis Web Studi Kasus PT. XYZ Muhammad Al Anis Faishal; Tri Astoto Kurniawan; Denny Sagita Rusdianto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 8 (2018): Agustus 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

In conducting logistics activities every day, PT. XYZ uses 2 Inventory Control Systems, that are internal and external Inventory Control Systems. The Internal Inventory Control System is a purchased system from software developers. Then, the External Inventory Control is a leased system of a Electronic Data Interchange (EDI) services company in Indonesia every month that can be accessed by the Directorate General (DG) of Customs and Excise, as there is a Regulation of the DG of Customs and Excise No. per-09 / BC / 2014 CHAPTER II Article 2 Section 1, every company that uses Bonded Zone facilities must have IT Inventory accessible to the DG of Customs and Excise. Because PT. XYZ has 2 Inventory Control Systems, the logistics staff should enter the same data twice into both systems. So we need a good Inventory Control System that can be used internally and externally, that is a Web-based Inventory Control System, the result of a combination of internal and external Inventory Control Systems to be able to solve the problems of PT. XYZ right now. Web-based Inventory Control System, the result of a combination of internal and external Inventory Control System has been tested by unit testing and integration testing of 3 sample methods from several classes using white-box testing method get 100% valid results. Then, system testing by testing 85 functional requirements using black-box testing method get 100% valid results.
Pengembangan Sistem Monitoring Akademik dan Administrasi Siswa Pada Paud ABC Jefry Kalvin Simanjuntak; Fajar Pradana; Denny Sagita Rusdianto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 9 (2018): September 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Early childhood education program is very important. PAUD ABC is one of the schools that provide education for early childhood. In the process of education, PAUD ABC uses a liaison book and report for giving an academic information and administration for parents. However, in it's use there are several problems make the use of the book becomes ineffective.On The developed system there will be included with some features that expected to be used to solve the problems. Features include such as status knowing if parents have read the information provided from the liaison book or not, notifications for parents to provide informaion, as well as giving report about student's learning process to parents everyday. System development starts with requirement analysis using prototyping approach where there will be four times repeating process, then continue with designing and implementation process. The system will be tested using whitebox and blackbox method, which from the results will be known that the functions or the whole system can run well.
Co-Authors Aang Muammar Zein Abdillah Ali Abi Sajiwo Binar Swandito Achmad Arwan Achmad Rizki Aditama Achmeddieo Maulana Adam Hendra Brata Aditya Bayu Wardhana Aditya Rachmadi Afifah Qonita Agi Putra Kharisma Ahmad Faizal Ahmad Fathur Rahman Ahmad Wildan Mukafi Ajeng Ardhia Arya Kusuma Putri Alawiyah Nurmala Ana Kusuma Ardani Anggi Wiyani Putri Nasution Anisah Evi Nur Rohmah Annisa Septiana Sani Ardia Regita Pramesti Ari Setiawan Ari Syuhada Arief Andy Soebroto Arif Luthfiansyah Arka Fadila Yasa Ary Muhammad Prayoga Asa Kartika Indrajati Atikah Nur Rahimah Aulia Akbar Setyogomo Auliaur Rasyid Bayu Wicaksono Binti Lukluil Maknunin Birald Muhammad Dayan Bregaster Bregaster Chairunnisa Yusuf Charisma Amadea Putri Chayrul Arifin Cindy Cunday Cicimby Dainty Resfulany Susanto Danang Trisdiana Putra Dedin Anike Putra Denlei Diyorossi Devina Dwi Pratiwi Dhany Sakti Priabudi Diah Priharsari Dini Indah Nurul Rizki Pancawati Raharjo Dino Keylas Djoko Pramono Edwin Dwi Andrian Edy Santoso Elsa Akhmal Rohmianti Emma Wahyu Sulistianingrum Enggarsita Auliasin Eriq Muhammad Adams Jonemaro Eriq Muhammad Jonemaro Fadhil Rizqullah Saniputra Faizatul Amalia Fajar Pradana Fakhruzzahid Wahdah Fara Nur Azizah Fegreit Rizda Wibowo Fikri Arroisi Firdaus Yulia Fika Maulidya Gerwin Jonathan Henri Gusna Ikhsan Habib Trizaka Hafiz Maulana Hanida Aisha Hanoum Eva Hayati Harith Irawan Haryaputra Arbisono Hendro Febrian Bachri Herman Tolle Heru Nurwarsito Heykhal Hafiddhan Rachman Himawat Aryadita I Gede Satya Krisna Putra I Gede Tika Permana I Made Jeri Permana Adi Ihwan Latif Irma Nurdianingtyas Issa Arwani Jefry Kalvin Simanjuntak Joel Johanes Cirio Kasfia Jihan Dzahabiyyah Hasna' Komang Candra Brata Lutfi Fanani M Satria Putra Utama Mahardeka Tri Ananta Mas Haq Kresno Danisworo Astroaji C Maulidiya Qurrota Ayun Miga Palma Putri Moch. Vicky Al Hidayah Moh. Zulfiqar Naufal Maulana Muh. Thanthowi Lathif Muhamad Romdoni Rachman Wijaya Muhammad Aji Taufan Muhammad Al Anis Faishal Muhammad Alimuddien Rasyid Muhammad Amin Iqbaal Alam Muhammad Fachry Noorchoolish Arif Muhammad Faiz Takwa Muhammad Galang Tarigan Muhammad Ifan Farisqi Muhammad Rafsan Adhizar Muhammad Ridwan Muhammad Rifat Ardiyansyah Muhammad Rizaldi Muhammad Rizqi Fauzi Muhammad Safreza Muhammad Sultan Alfariz Nadia Kusuma Putri Nadya Dwi Sukmawati Nadya Ramadana Nanda Shalihin Nawfal Alim Fardana Niar Ariati Nike Wirahayu Cahyaningsih Nila Ayu Rosyidah Nonny Windarti Novita Kusumawardani Nur Afifah Nur Anisa Nur Wahyu Ningtyas Nurhaida Syadrina Nurudin Santoso Nyamik Anggela Novialeta Priyambadha, Bayu Putra Firman Ardiansyah Putu Gede Sayoga Rafiqah Majidah Rahman Rulli Arjiansa Rakha Fakhruddin Randy Cahya Wihandika Rangga Baghas Nugroho Renaldin Suinto Zai Reynaldi Ricky Putra Utama Guinta Riesma Rahman Nia Rikza Priyudha Hirdad Rizdiani Tri Prastiti Rizky Aditya Arifin Rosidi * Shafa Al Afghany Al Rahman Sheila Aprilia Putri Silvia Ajrini Sofyan Syahri Huzaini Syauqi El Rahman Syehka Sofia Arya Larasati Taruna Makki Satyanugraha Tesa Putri Cendani Thomas Ariyanto Tri Astoto Kurniawan Tri Astoto Kurniawan Ulfani Defitria Umi Hanik Pratiwi Vogue Nevarika Wahyudin Satrio Hapsoro Winda Silviana Winda Willina Sihombing Windya Hartasih Yudistira Sugandi Yulianus Wayan Yudistira Rudja Yuni Panca Wati