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Journal : Jurnal Teknologi Sistem Informasi dan Aplikasi

Penerapan Teknik Stacking untuk Optimasi Deteksi Dini Anak Autis berbasis Support Vector Machine Yulianti, Yulianti; Desyani, Teti; Mulyati, Sri
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 4 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v7i4.21570

Abstract

Autism is not difficult to detect, but it takes a lot of learning and training for doctors to detect it. Currently ASD is detected by understanding the behavior and intellectual activity of a child. This diagnosis can be subjective, time consuming, inconclusive, does not provide precise insight into genetics and is not suitable for early detection. Machine Learning Methods can make relevant changes to speed up the process. It is known that early intervention is the key to improving children with autism. Obviously speeding up the diagnosis time is even more important in the case of Autism. Big data and machine learning technologies can make major advances in predicting and accelerating the complex and time-consuming process of diagnosis and treatment. Machine learning systems can be developed to take advantage of the vast amount of health and medical data available for predictive modeling and predictive analysis. In this paper, a comparison of several machine learning techniques and models will be tested and analyzed. In this study, it is proposed to apply the stacking technique to predict the presence of ASD. The results showed that the application of the stacking technique could improve the performance of the predictive model in ASD diagnosis.
Perancangan Sistem Pembayaran Elektronik Berbasis Radio Frequency Identification (RFID) pada Waserda Koperasi Karyawan PT Multi Karya Usaha Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 1 No. 1 (2018): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Pemanfaatan perangkat elektronik dan komputer dalam sebuah usaha atau perusahaan sangat mendukung proses bisnis terhadap keuntungan yang di peroleh perusahaan, guna peningkatan keberhasilan bisnis perusahaan. Koperasi Karyawan PT. Multi Karya Usaha adalah koperasi yang dikelola oleh Karyawan PT. Multi Karya Usaha yang mempunyai unit usaha simpan pinjam dan warung serba ada   (WASERDA) sebagai unit usaha unggulan nya. Setelah melakukan analisa, maka penulis menyimpulkan bahwa dalam sistem yang berjalan pada unit usaha waserdaKoperasi Karyawan PT Multi Karya Usaha memiliki beberapa masalah yaitu antrean saat transaksi penjualan, kesalahan pembuatan laporan transaksi dan kesulitan perekapan data laporan transaksi. Sehingga di butuhkan suatu sistem yang terkomputerisasi berbasis Radio Frequency Identification (RFID),  untuk menangani masalah yang terjadi.Teknologi RFID akan digunakan sebagai alat pembayaran non tunai (e-money), dan untuk aplikasi nya dibangun menggunakan bahasa pemograman Visual Basic.Net dengan database SQL Server. Dengan adanya aplikasi ini, dalam proses pencarian, penginputan, dan pengolahan data serta transaksi yang berlangsung di dalam unit usaha waserda Koperasi Karyawan PT Multi Karya Usaha di harapkan akan lebih baik.
Pengujian Terhadap Aplikasi Parking Management Menggunakan Metode Black-Box Berbasis Equivalence Partitions Fauzi, Fahmi Ahmad; Putra, Gunawan Eka; Supriyanto, Supriyanto; Saputra, Nurul Asia; Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 3 No. 2 (2020): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Testing is a process in implementing a program for the purpose of finding / looking for an error. A test case is said to be good is if the test to be performed has the possibility of finding an error that cannot be revealed. While testing is said to be successful if the test to be carried out successfully found an error that originally could not be found. This research was tested by applying the Black Boxt Testing method. There are several ways in the Black Box Testing method, namely Boundary Value Analysis, Comparison Testing, Sample Testing, Robustness Testing, Equivalence Partitioning and others. In this study using testing by Equivalence Partitioning. Equivalence Partitioning Analysis is a case / problem that will be tested by finding several errors and reducing / minimizing the number of cases that must be made. This test is performed on the Parking Management Application function to facilitate managing parking. The test results indicate the application is in accordance with needs.
Pengujian Aplikasi Reservasi Hotel di LeGreen Hotel & Suite dengan Metode Black Box Testing Boundary Value Analysis Yani, Achmad; Setiawan, Deny; Sofian, Novrizal Egi; Subagja, Rizky; Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 3 No. 2 (2020): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

In this test we will use software that has been made, namely the desktop-based LeGreen Hotel Reservation Application. In testing this hotel room reservation application, the writer uses the black box testing method. Black Box Testing is suitable in testing hotel booking applications because this test aims to ensure the functionality of the LeGreen Hotel Reservation application. This study has several stages that must be done, including the identification of experimental problems, input data samples into the process system, then testing to evaluate the output and finally the documentation of test results. Based on the analysis of the results of the application of methods to solve the problem shows that the level of application that runs reaches 70%, able to run and process employee data, rooms, visitors and payments used for hotel reservations. In the admin login form of 30%, only 20% succeeded, and in the Print Report Form, repairs are needed in order to improve the quality of the application in processing report print data as it functions.
Implementasi Pengujian Black Box menggunakan Teknik Equivalents Partitions pada Aplikasi Pendaftaran Commuter Line Berbasis Web Oktafian, Muhamad Diky; Haetami, Muhamad Azi; Jibril, Muhamad; Said, Reyhan; Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 3 No. 3 (2020): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Computer Program that contains defectives (mistakes) can cause a disadvantage that can affect to stakeholders. The disadvantaged can take the shape of money related, time, and others. So sometime recently the program is executed it has to be testing. Testing on an application proposed to check the program is running legitimately or not. In testing, this computer program will utilize Black Box Testing. Black Box Testing Strategy had a few strategies, Equivalence Partitions, Boundary Value Analysis, Sample Testing, etc. From many testing methods, we will use the Equivalence Partitions. Equivalence Partitions method is a test based on data input for each form where the application system of performance data information each menu input would be tested and grouped accord to the function whether valid or invalid. Testing is doing on the Application form that will be in the content from the data that suitable with personal data. The final results show there is still much lack when valid data will be inputted causes data stored in the database to be incompatible with the expected data. The results of this test would be used to improve the application at performance data for the future. In the end, the application could handle normal and abnormal data with a percentage of success 91,67%.
Desain Aplikasi Restoran Bakmi Ampo Berbasis Web Suryaman, Aprizal; Santoso, Yoni; Mayudin, Muhammad; Akmal, Anang Mas; Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 4 No. 1 (2021): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

In this study, we will to solve the problem in a bakmi ampo restaurant that still uses manual methods to accept orders. As a result, many orders that come to customers are not suitable. We designed a web-based restaurant application to solve this problem. The method we use is the waterfall method, which is a systematic method for building software through various stages in SDLC. The reason for using the Waterfall method is because this method emphasizes the order in the software development process, after we tried to design the application design, the results were very effective in helping a bakmi ampo restaurant so that orders from customers were not wrong.
Pengujian Black Box pada Aplikasi Desktop Penjualan Elektronik Menggunakan Metode Equivalence Partitioning Susanto, Joko; Biqirrosyad, Biqirrosyad; Junaidi, Muhamad Mardian; Sudrajat, Yuliyandri; Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 4 No. 1 (2021): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Software testing requires validation to determine whether it meets the goals and specifications or not. If the validation process is not good, it can result in data being stored that is not good too, for example the login process becomes an error. Of course this will hamper using the application. So that the quality of validation must be improved until it is accurate. The testing phase must be carried out on applications that are designed in such a way that quality software is obtained. In this study we used Blackbox testing with the Equivalence Partitioning method. Namely by dividing or solving the program in the form of an input domain to the data class so that test cases can be obtained. We think this method is quite relevant for testing electronic sales applications. This research includes determining application functionality, designing test scenarios, determining the data to be tested, determining input which can be numerical values, value ranges, Boolean conditions according to the database structure that has been created, testing experiments, documentation of research results and drawing conclusions. The conclusion of this test is that this software is running well. But we realize that this test is not perfect due to the limited sample form. We hope that this application can be used according to user needs.
Pengembangan Aplikasi Kasir Menggunakan Model Waterfall Saputra, Aji; Safitri, Cut Fera Inong; Fitriyani, Fitriyani; Gulo, Yarni; Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 4 No. 2 (2021): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Many companies engaged in printing services still use manual processes in their transactions, the system process is less efficient and the possibility of errors in input data can still occur. Like the process of recording orders using paper, calculations using calculators and sales transactions written on books. Therefore, for these problems, a cashier application is needed that can facilitate the order process, calculations and transactions accurately with a web-based cashier application that features login, sales transactions, product data, add products, settings and exit applications. Our development process uses the waterfall method and to describe the system design we use the Unified Modeling Language (UML). Application using the waterfall method can make it easier to complete the application development process because there are already stages in the method.
Analisa dan Perancangan Aplikasi Kearsipan (E-Arsip) Menggunakan UML Irkham, Ahmad; Rahardian, Fikri; Ismail, Galih Maulana; Jumadi, Jumadi; Desyani, Teti; Nirmala, Endar
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 4 No. 3 (2021): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

The archive is created as evidence of the implementation of administrative activities of agencies / organizations. Most of the agencies/organizations do not anticipate to save their active archives. This will result in a build-up of archives. Lack of understanding of records management guidelines in an agency / organization so that the implementation is not in accordance with applicable regulations and resulted in the archive is considered inconsideient. The problems faced by  programmers if they do not make a plan in advance will cause a lot of problems. The design method to be used is Unified Modeling Language or UML. By using the UML method, we can find out the next stages that will be done in the form of diagrams. If the E-Archive application has been created, it is very useful to facilitate the storage of archive data that previously still uses manuals such as Microsoft excel. The data will then be stored in the  database so that it can easily update the archive data and can view the archive data as a whole.
Analisa dan Perancangan Sistem Informasi Kasir pada Maxx Coffee Shiam, Ahmad Fajri; Syamsianto, Didik; Pramudia, Maha; Ananda, Yesica; Desyani, Teti
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 4 No. 2 (2021): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

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Abstract

Currently, there are many cash register systems that have not yet entered the modern system or are still manual counting. And because of this, it can result in a lot of time wasted for customers who have little time to buy a few items. Not to mention if there is a miscalculation in calculating the total number of all items purchased by the customer, it will be detrimental to both the restaurant and the customer. Therefore, now there is a development where the calculation at the cashier becomes faster and more efficient because of the innovations provided by several people to simplify and expedite the calculation of the total number of items purchased by customers That is now using the automatic count method provided by several restaurants for overall smoothness in transactions between buyers and also the restaurant. For the results, we can feel it now where we don't have to wait long for payment and also we are now easier to pay for our orders because it is added with an online payment system that aims to reduce the amount of paper used in printing money in paper form
Co-Authors A A Gede Rai Rassi Abdul jalil Abdul Jalil Achmad Fahmi Respati Achmad Fauzi Achmad Fauzi Achmad Yani Adam, Bani Adella Rosalina Ahmad Arifin Ahmad Darmawan Ahmad Fajri Shiam Ahmad Fikri Zulfikar Ahmad Irkham Ainun, Vivi Aji Saputra Aji Saputra, Aji Akbar, Faris Akmal, Anang Mas Alif Yoga Prasetya Alwi, Zulfikar Amirulloh, Yuslifar Khalif Amsyah, Antomy Ananda, Frisca Tri Ananda, Yesica Anang Mas Akmal Andi Lisdiarto Antomy Amsyah Aprizal Suryaman Ardiansyah, M. Virzy Arfira Trisna Devi Aries Saifudin Arif Fiansyah Arinda Chintya Sari Atep Taufik Rianto Baehaqi, Reza Anwar Sidiq Biqirrosyad Biqirrosyad Biqirrosyad, Biqirrosyad Bryan Farriq Reinaldy Cut Fera Inong Safitri Dedy Priyatna Delfi Yuliana Tanu Deny Setiawan Deny Setiawan Devi, Arfira Trisna Dhimas Marwahyu Dhimas Maulana Hadi Didik Syamsianto Dwiardi, Stanislaus Dimas Dwicky Oktavian Widodo Egi Kurnianto Eko Suroso Endar Nirmala Ersa Putri Muharom Fachmi Fahrezi Fahmi Ahmad Fauzi Fajar Agung Nugroho Faris Akbar Fauzi, Fahmi Ahmad Fauziah, Siti Nur Indah Febriansyah, Muhammad Fiansyah, Arif Fikri Fahresi, Daffa Fikri Rahardian Firli Nurdiansyah Fitri Anis Isroriyah Fitriyani Fitriyani Fitriyani Fitriyani Fransisco Fransisco Fransisco, Fransisco Galih Maulana Ismail Gilang Aditya Gozali Yusuf Hadi Gulo, Yarni Gunawan Eka Putra Gymnastiar, Ahmad Raihan Hadi Iswanto Haetami, Muhamad Azi Hairul Ridwan Hanaan Ridho Altamerano hani sephani Haryanto, Galih Haryono, Wasis Haura, Al HENDRI ARDIANSYAH Herdiansyah, Aditya Tri Hibban, Muhammad Ibnu Hilaludin Hilaludin Husaini, Vandy Sadam Imam Wahyu Julianto Indira Novi Yulianti Irkham, Ahmad Irpan Kusyadi Irvansah Satria Pamungkas Ismail, Galih Maulana Jenau, Efrida Jibril, Muhamad Joko Susanto JOKO SUSANTO Juanda, La Judin, Sirat Julianto, Muhammad Rizky Jumadi Jumadi Jumadi Jumadi Junaidi, Muhamad Mardian Junianto, Mochamad Bagoes Satria Kamaludin Kamaludin Kamaludin Kamaludin Kobun, Elisabet Ukung Koswara, Robby Kurnianto, Egi Kurniasari, Sischa Kurniawan, Roby Chairul Anam Kusumawati, Syahvira Luthtiansyah Luthtiansyah Luthtiansyah, Luthtiansyah M. Virzy Ardiansyah Maeylani, Winni Maha Pramudia Maharizal Ilham Farabi Mahmud Arjiansyah, Abiem Marjuki Marjuki Maulana, Nanda Risky Mayudin, Muhammad Meidiaz Satria, Rafly Misbah Syah Anwar Kesuma Jaya Mochamad Hasbani mohadib mohadib Muhamad Azi Haetami Muhamad Diky Oktafian Muhamad Jibril Muhamad Mardian Junaidi Muhammad Afif Muhammad Andinun Muhammad Ibnu Hibban Muhammad Mayudin Muhammad Rizky Julianto Munawaroh Munawaroh Munawaroh Munawaroh Nanda Risky Maulana Nardiono Nardiono Niki Ratama Nisa, Aenun Novrizal Egi Sofian Nur Afifah Nur Hidayah Nur Umaya, Sabrina Nurul Asia Saputra Octavia, Indriyani Oktafian, Muhamad Diky Pandu Gumilang Perani Rosyani Pramudia, Maha Pratama, Arnold Agusti Priaji, Sugeng Priyatna, Dedy Putra, Bagas Mahendra Putra, Gunawan Eka Raden Wirawan Kukuh Pambudi Rahardian, Fikri Ramdani, Dandi Ramdhani, M. Aryo Redo Ramadhan Chaniago Retno Wulandari Reyhan Said Rianto, Atep Taufik Riyan Wahyu Pratama Rizal Nurhadi Gunawan Rizki Ubaidillah Rizky Subagja Roby Chairul Anam Kurniawan Rosyidah Astari Nur Ryan Putra Ramadhan S Sumarlin Safitri, Cut Fera Inong Said, Reyhan Santoso, Yoni Saputra, Ade Sony Saputra, Herdiansyah Saputra, Nurul Asia Saputra, Ripki Adi Sari, Arinda Chintya Sartika Lina Mulani Shiam, Ahmad Fajri Sholahuddin Sischa Kurniasari Siti Nur Indah Fauziah Sofian, Novrizal Egi Solihin Solihin Sri Mulyati Sri Mulyati Subagja, Rizky Sudrajat, Yuliyandri Sugeng Gunantio Sunardi, Rizki Utama Supriyanto Supriyanto Supriyanto Supriyanto Suryaman, Aprizal Syahrul Al-Rasyid Syahvira Kusumawati syamsiana, Andika Syamsianto, Didik Taufik Surya Hermanto Tresna Wati Viaresty Maharani Vyka Septiani Widodo, Dwicky Oktavian Yani, Achmad Yarni Gulo Yesica Ananda Yohanes Philipus Andersen Yoni Santoso Yudha Eka Saputra Yudi Prasetyo Yulianti Yulianti Yulianti Yulianti Yulianti Yuliyandri Sudrajat Zaisul Muttabi Zulfikar Alwi