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Sign Language Detection System Using Adaptive Neuro Fuzzy Inference System (ANFIS) Method Dadang Mulyana Iskandar; Mesra Betty Yel; Eka Maheswara
Journal of Applied Engineering and Technological Science (JAETS) Vol. 4 No. 1 (2022): Journal of Applied Engineering and Technological Science (JAETS)
Publisher : Yayasan Riset dan Pengembangan Intelektual (YRPI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (601.221 KB) | DOI: 10.37385/jaets.v4i1.967

Abstract

Sign language is a language that prioritizes communication with hands, body language, and lip movements to communicate. The deaf are the main group who use this language, often combining hand shape, hand, arm and body orientation and movement, and facial expressions to express their thoughts. The sign language detection system is designed using the Adaptive Neuro Fuzzy Inference System (ANFIS). This study uses data from the kaggle.com dataset, which is a site that provides research data on artificial intelligence. This study was conducted to recognize empty hand signals. Where it will help users naturally without any additional help. The test is carried out using a data set as evidenced by 1 display. In this process, The characteristics of the hand were carried out using the Histogram Oriented Gradient (HOG) method. Meanwhile, to separate it from the background image, it is used with color segmentation. The results of the process are then taken for classification. The classification process uses the Adaptive Neuro Fuzzy Inference System method. The results of the tests carried out for accuracy are as much as
Deteksi Bahasa Isyarat Dalam Pengenalan Huruf Hijaiyah Dengan Metode YOLOV5 Dadang Iskandar Mulyana; Muhammad Faizal Lazuardi; Mesra Betty Yel
Jurnal Teknik Elektro dan Komputasi (ELKOM) Vol 4, No 2 (2022): ELKOM
Publisher : Universitas Muhammadiyah Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32528/elkom.v4i2.8145

Abstract

Bahasa isyarat adalah Bahasa yang menggunakan gerakan tangan dan tubuh, serta ekspresi dalam menyampaikan kata dan kalimat. Belajar huruf Hijaiyah adalah langkah awal untuk bisa membaca Al-Qur'an. Anak penyandang tunarungu dan tunawicara memiliki IQ di bawah rata-rata anak normal, yang menyebabkan proses belajar mereka lebih lambat dan memerlukan metode khusus. Ada sekelompok besar tunarungu-bisu di seluruh dunia, dan bahasa isyarat adalah alat komunikasi utama dalam komunitas ini. Penyandang tunarungu dan tunanetra perlu untuk dapat berkomunikasi dengan orang lain yang mampu mendengar, dan orang yang mendengar juga perlu memahami bahasa isyarat, yang menghasilkan permintaan yang besar untuk pelajaran bahasa isyarat. Sudah banyak penelitian yang membahas tentang pendeteksian sebuah objek menggunakan citra digital untuk mengenali macam-macam bahasa isyarat. Penelitian kali ini penulis menerapkan metode YOLOV5 untuk mendeteksi Bahasa isyarat khususnya huruf hijaiyah. Pada penelitian ini penulis menggunakan dataset sebesar 1014 gambar dengan kelas huruf hijiyah dari alif sampai ya. Hasil penelitian yang di peroleh menggunakan metode YOLOV5 terbukti dapat mengenali objek secara konsisten dengan nilai tingkat akurasi yang cukup tinggi yaitu 95%
IMPLEMENTASI APLIKASI PENERIMAAN SISWA BARU SMP IDN BOARDING SCHOOL Mesra Betty Yel; Yuma Akbar; Frencis Matheos Sarimole; Candra Milad Ridha Eislam; Ikhwanul Kurnia Rahman; Miftahul Huda; Oky Tria Saputra7
Aptekmas Jurnal Pengabdian pada Masyarakat Vol 5 No 3 (2022): APTEKMAS Volume 5 Nomor 3 2022
Publisher : Politeknik Negeri Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36257/apts.v5i3.4654

Abstract

New Student Admission at each school is the most important because it is the entrance gate for prospective new students at the school and can obtain information about prospective new students through the student documents which of course must be archived for future needs. The system that runs on the New Student Admissions Information System At SMP IDN Boarding School are still many problems that are obtained, whether it's the student registration process, data archiving to reports to the Principal, there are many weaknesses, both from supporting data or the structure of the irregular input and selection process. , there are still many piles of data that have not been managed properly so that there can be duplication of data originating from the same process. The research method used for preparation of this community service report is a descriptive research method using the PHP programming language, while the techniques are interviews, observations, and literature studies. With this community service, it is hoped that can provide a solution in the form of a New Student Admission Application Program which can used for support and simplify the processing of the New Student Admission System.
IMPLEMENTASI SISTEM INFROMASI PELAYANAN POSYANDU LANSIA (BINDU) PADA RT007/011 RUSUNAWA PULOGEBANG JAKARTA TIMUR BERBASIS WEB Dadang Iskandar Mulyana; Mesra Betty Yel; Muhamad Ikbal; Ahmad Bustomi Zuhari; Nesti Lutfianti; Dewi Riyanti Wibowo
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 6, No 4 (2022): Desember
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v6i4.10771

Abstract

ABSTRAKPosyandu lansia (Bindu) merupakan program yang dilakukan berdasarkan inisiatif dan kepedulian masyarakat terhadap para lansia dengan tujuan mengakomodasikan kebutuhan lansia untuk mendapatkan pelayanan kesehatan. Sistem pendataan pada posyandu lansia (bindu) Rusunawa Pulo Gebang RT007/011 ini masih menggunakan sistem yang sederhana dan manual dengan melakukan pencatatan  menggunakan buku dan kartu lansia yang bersifat konvensional. Seringkali dalam pelaksanaan ditemukan banyak kekurangan sehingga menimbulkan kesalahan dalam pendataan informasi mengenai penulisan nama pasien lansia yang tidak lengkap, kesalahan pada umur pasien lansia, serta data riwayat kesehatan para lansia yang tidak sesuai.  Untuk mengatasi kendala tersebut maka perlu adanya sebuah sistem yang berguna untuk memudahkan pengelolaan data maupun penyimpanan informasi pada posyandu lansia. Tujuan penelitian ini adalah merancang sebuah sistem informasi pada posyandu lansia berbasis web. Sistem ini dirancang agar dapat mempermudah petugas posyandu dalam melakukan pendataan dan pengolahan data pasien lansia. Penelitian ini dilakukan dengan tahapan observasi, wawancara, dan studi pustaka sebagai teknik pengumpulan data. Implementasi sistem informasi ini berjalan dengan lancer dimana dapat  menghasilkan output berupa laporan data pasien lansia, jumlah pasien lansia serta laporan hasil pemeriksaan kesehatan lansia yang dapat disimpan dalam bentuk file computer dan di print. Kata kunci: lansia; posyandu; sistem informasi. ABSTRACTPosyandu for the elderly (Bindu) is a program carried out based on community initiatives and concerns for the elderly with the aim of accommodating the needs of the elderly to obtain health services. The data collection system at the elderly posyandu (bindu) Rusunawa Pulo Gebang RT007/011 still uses a simple and manual system by recording using conventional elderly books and cards. Often in the implementation, many shortcomings are found, causing errors in data collection of information regarding writing the names of elderly patients who are incomplete, errors in the age of elderly patients, and inappropriate data on the health history of the elderly. To overcome these obstacles, it is necessary to have a system that is useful to facilitate data management and information storage at the Posyandu for the elderly. The purpose of this study was to design an information system at the web-based posyandu for the elderly. This system is designed to make it easier for posyandu officers to collect and process data on elderly patients. This research was conducted with the stages of observation, interviews, and literature study as data collection techniques. The implementation of this information system runs smoothly which can produce output in the form of data reports on elderly patients, the number of elderly patients and reports on the results of elderly health checks which can be saved in the form of computer files and printed. Keywords: ederly; posyandu; information systems.
IMPLEMENTASI DSS MENGGUNAKAN METODE PROFILE MATCHING DALAM PENILAIAN KINERJA KARYAWAN PADA CV. INSYA EVERYTHING Mesra Betty Yel; Heny Nengsih
CKI ON SPOT Vol 14, No 2 (2021): CKI ON SPOT
Publisher : STIKOM CKI

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Decision Support System Information is a system that can assist managers in making decisions based on criteria that have been determined by the company. Decision Support Systems assist in the assessment process so that there is no subjective judgment in decision making. Assessment based on predetermined criteria is expected to determine which employees are entitled to the right position according to their achievement. Many methods can be used in the creation of a DSS system. One method that can be used in making a decision support system is the Profile Matching method. It is hoped that the application of the profile matching method in the decision-making system can help the process of evaluating employee performance effectively and accurately so that the level of human resources can be maintained and improved. The result of the calculation process using the profile matching method is the value that is ranked based on the largest value. The results of this ranking value will be used as a reference in helping managers to make decisions. The software used in making this decision support system application is the PHP programming language with the MySQL database.
IMPLEMENTASI METODE WATERFALL DALAM SISTEM INFORMASI PELAYANAN PASIEN PADA KLINIK RAHMAH SKIN CARE Zaeny Miftah; Eri Novitasari; Mesra Betty Yel
CKI ON SPOT Vol 15, No 1 (2022): Vol 15, No 1 (2022) CKI ON SPOT
Publisher : STIKOM CKI

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (458.159 KB)

Abstract

The process of data administration and medical history is a important thing in the world of medical health is important in the medical world. Patient data and medical records can be used as a reference for patient health checks and services obtained by patients. At the Rahmah Skin Care clinic, data processing such as patient data, medical records, and payment transactions that are stored still uses a manual process and often encounters several problems, such as lost data, patient cards left behind, damaged books, and if you have to search for data you have to open so much file and if it has happened like that the front office makes a new patient card. Researchers used the waterfall method to design a web-based patient service application. the researcher can conclude that with a new service administration information system, it can improve existing problems and make it easier for officers to enter patient data. With the research the author hopes to overcome the problems contained in the Rahmah Skin Care clinic.
Klasifikasi Citra Burung Jalak Bali dengan Menggunakan Algoritma K-Nearest Neighbor (KNN) Dadang Iskandar Mulyana; Ahmad Bustomi Zuhari; Mesra Betty Yel
Jurnal Teknik Elektro dan Komputasi (ELKOM) Vol 5, No 1 (2023): ELKOM
Publisher : Universitas Muhammadiyah Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32528/elkom.v5i1.9337

Abstract

Jalak Bali (Leucopsar rothschildi) juga dikenal sebagai Rothschild's mynah, Bali starling, atau Bali mynah merupakan burung endemik bali dan penyebarannya hanya terdapat di Taman Nasional Bali Barat, Keunikan dan keindahan bulunya serta suaranya yang berkicau membuat Jalak Bali diminati banyak orang. Banyaknya jenis burung jalak yang ada terkadang masih sulit untuk diidentifikasi atau dikenali oleh manusia. maka perlu dilakukan penelitian dan pengembangan dengan menggunakan Algoritma K-Nearest Neighbors (KNN) untuk memudahkan manusia dalam mengidentifikasi burung jalak bali. Objek yang digunakan dalam penelitian ini adalah burung jalak bali dan burung jalak nias yang menunjukkan perbedaan  signifikan pada motif dan warna. Ekstraksi ciri RGB digunakan untuk mendapatkan ciri pada citra warna, kemudian diklasifikasikan menggunakan algoritma K-Nearest Neighbors. Citra yang digunakan untuk data latih sebanyak 2000 citra, dan untuk data uji sebanyak 400 untuk 2 jenis citra. Hasil nilai evaluasi menunjukkan nilai akurasi pelatihan sebesar 98,95% dan untuk nilai akurasi pengujian adalah 98.50% pada algoritma K-Nearest Neighbors.
Optimasi Klasifikasi Bunga Kantong Semar Dengan Menggunakan Algoritma Naïve Bayes, Data Augmentasi Dan PSO Dadang Iskandar Mulyana; Herdiyansyah herdi Hartanto; Mesra Betty Yel
Swabumi Vol 10, No 2 (2022): Volume 10 Nomor 2 Tahun 2022
Publisher : Universitas Bina Sarana Informatika Kota Sukabumi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/swabumi.v10i2.13620

Abstract

Populasi kantong semar yang ditemukan di alam semakin berkurang dapat disebabkan oleh dua factor yakni faktor pertama dikarenakan dampak yang ditimbulkan oleh kerusakan hutan, dimana hutan tersebut sebagai tempat tumbuh dan berkembangnya tanaman kantong semar ini. Saatini Bunga Kantong semar diklasifikasikan berdasarkan analisa bentuk atau jenis secara visual mata manusia. Metode ini tidak efektif dan efisien. Penelitian ini bertujuan untuk mengklasifikasikan bunga kantong semar berdasarkan jenisnya menggunakan teknik pengumpulan data. Ekstraksi fitur yang digunakan adalah nilai Red, Green, dan  Blue  (RGB)  untuk  mendapatkan  ciri  pada  citra  warna.  Kemudian  hasil  ekstraksi  fitur tersebut digunakan untuk mengklasifikasikan bunga kantong semar dengan metode Naïve Bayes. Data citra  kantong semar yang  digunakan  berjumlah 1775 citra untuk data train dan citra untuk data testing 375 dengan masing-masih 5 data test setiap jenis citra, data uji yang menghasilkan nilai evaluasi dengan nilai akurasi 98,66% pada metode Naïve Bayes.
Implementasi Aplikasi Learning Management System and Student Attendance pada IDN Academy Berbasis Web Mesra Betty Yel; Dadang Iskandar Mulyana; Fernanda Adhipramana; Ferry Fajar Pratama; Oka Prasetiyo
Jurnal Pengabdian Nasional (JPN) Indonesia Vol. 4 No. 2 (2023): Mei
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) AMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jpni.v4i2.194

Abstract

The purpose of this service activity is to assist IDN Academy in improving the learning process and student Attendance through the implementation of the Learning Management System (LMS). Application and web-based Attendance system for students. A waterfall research collaboration service methodology is used to perform the stages of system analysis, system design, implementation, testing, and analysis of results. During the service process, a system analysis was performed to determine the needs and requirements of the LMS application and web-based student Attendance system. In addition, we will create a use case diagram that explains the functions of the entire system and design the system. We then ran the implementation phase, distributing questionnaires on a Likert scale of 1 to 5, and testing the application with black box and system quality tests. Test results showed that the LMS application and web-based student Attendance system enabled IDN Academy to manage student learning and Attendance effectively and efficiently. Respondents also agreed on the quality of the system, achieving an average score of 4.2 on the distributed questionnaire. The results of this service are expected to enable IDN Academy to leverage its LMS application and web-based student Attendance system to improve the quality of student learning and Attendance.
Implementasi Sistem Pencatatan Saldo Sedekah Jumat di Masjid Ar-Rahmat Berbasis Web Mesra Betty Yel; Dadang Iskandar Mulyana; Jodi Juliansah; Muhammad Syahrul Fattah Ramadhan; Sahrul Hidayat
Jurnal Pengabdian Nasional (JPN) Indonesia Vol. 4 No. 2 (2023): Mei
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) AMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jpni.v4i2.205

Abstract

Ar-Rahmat Mosque has played an important role in the management of Muslim places of worship. However, to improve financial management, a more modern financial recording system is urgently needed. As a concrete step, the author carried out community service activities with a focus on implementing a system for recording Friday alms balances at the web-based Ar-Rahmat Mosque. The aim is to make it easier for the mosque's prosperity council to submit information on Friday alms balance reports and to facilitate the mosque's financial communication with the community. The author uses data collection techniques such as observation, interviews, and library research to design a system that is easy to use and can display accurate data. The designed information system includes financial data of the Ar-Rahmat Mosque. The author also tests the quality of the system by distributing questionnaires with a Likert scale of 1-5 to respondents. The calculation results show that the average score is 4.5 which indicates that the respondents agree with the application designed.