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ICU Patient Prediction for Moving with Decision Tree C4.5 and Naïve Bayes Algorithm Sumpena, Sumpena; Akbar, Yuma; Nirat, Nirat; Hengky, Mario
Sinkron : jurnal dan penelitian teknik informatika Vol. 4 No. 1 (2019): SinkrOn Volume 4 Number 1, October 2019
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (490.903 KB) | DOI: 10.33395/sinkron.v4i1.10150

Abstract

Critical patients need intensive care and supervision by the medical team in the Intensive Care Unit (ICU), including ventilators, monitors, Central Venous Pressure (CVP), Electrocardiogram (ECG), Echocardiogram (ECHO), medical supply, and medical information that is fast, precise, and accurate. In the ICU treatment room requires data that needs to be processed and analyzed for decision making. This study analyzed the ventilator, CVP and also Sepsis Diagnosis related to the data of moving patients and patients dying. This study also uses the decision tree algorithm C.45 and Naive Bayes to determine the level of accuracy of patient care and supervision information in the ICU. The results showed that the decision tree algorithm C.45 has an accuracy of 81.55% and Naive Bayes of 81.54%. The decision tree C.45 algorithm has almost the same advantages as the Naive Bayes algorithm.
Implementasi Sistem Monitoring Security Berbasis Web di Komplek Bulak Jakarta Timur Matheos Sarimole, Frencis; Akbar, Yuma; Novianto, Firza; Praja Raymond , Samuel; Awang Hariman, Aloisius
Jurnal Pendidikan Tambusai Vol. 6 No. 1 (2022): April 2022
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai, Riau, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (686.635 KB)

Abstract

Mengamankan suatu daerah menjadi tugas wajib bagi security dan juga pengurus, hal tersebut menjadi sulit apabila kurangnya personil security yang berjaga di suatu daerah, dalam hal ini penilitan dilakukan pada komplek bulak RT.02/RW.07. Solusi dari permasalah tersebut yang peniliti lakukan adalah membuat aplikasi patroli security yang melibatkan warga untuk melakukan pelaporan apabila mengalami atau mencurigai tindakan kriminal. Menggunakan metode waterfall untuk membagun aplikasi, aplikasi yang dibuat menggunakan bahasa pemrograman javascript, menggunakan framework react JS untuk frontend dan menggunakan framework express JS untuk backend aplikasi tersebut berbasis web sehingga mudah di akses. Aplikasi yang dibangun mampu membantu security yang sedang berpatroli karena pelaporan dari warga dapat langsung diterima oleh security untuk langsung datang ke tempat kejadian.
IMPLEMENTASI SISTEM INFORMASI PENGELOLAAN BANTUAN WARGA KAMPUNG PULOJAHE JAKARTA TIMUR BERBASIS WEB Nur Arif Khairudin; Veri Arinal; Frencis Matheos Sarimole; Yuma Akbar; Dava Septya Arroufu; Anita Rosiana; Rizky Adawiyah
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 6, No 1 (2022): Maret
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v6i1.7881

Abstract

ABSTRAKDi era pandemi Covid-19 yang terjadi saat ini telah membawa dampak besar di berbagai negara, termasuk di negara Indonesia. Setiap negara mempunyai kebijakan sendiri dalam menangani wabah ini, mulai dari diwajibkan untuk menjaga jarak, penerapan protokol kesehatan, hingga adanya penyaluran bantuan sosial dari pemerintah dengan tujuan terpenuhi nya semua kebutuhan masyarakat terutama yang terdampak langsung akibat pandemi ini. Bantuan sosial tersebut bermacam macam, diantaranya adalah Bantuan Sosial Tunai, Bantuan Sembako, Program Keluarga Harapan, dan masih banyak lagi. Terkait sistem untuk pendataan masyarakat yang menerima bantuan sosial juga menjadi sangat penting sehingga data warga yang terpilih mendapatkan bantuan sosial lebih tepat sasaran dan juga lebih akurat. Oleh karena itu, perlu dibuatkan suatu sistem pengelolaan bantuan agar dapat membantu pengurus RT untuk menyalurkan bantuan sosial secara lebih akurat dan efisien. Tujuan dilakukannya pengabdian ini adalah meningkatkan ketepatan dalam penyaluran bantuan dari pemerintah kepada seluruh masyarakat. Dalam pembuatan sistem informasi pengelolaan bantuan berbasis web yang efektif, efisien dan akurat perlu menggunakan metode waterfall atau metode pengembangan perangkat lunak dengan melalui tahapan observasi, Analisis Kebutuhan atau Wawancara, Studi pustaka, Desain sistem, Implementasi dan sistem testing, dan Maintenance sistem. Manfaat yang di dapat dari pengabdian ini yaitu hasil analisa dapat digunakan untuk merancang sistem informasi pengelolaan bantuan sosial di Kampung Pulojahe, RT 006 RW 014 Jakarta Timur. Kata kunci: bantuan sosial; pengelolaan bantuan; warga ABSTRACTIn the current era of the Covid-19 pandemic, it has had a major impact in various countries, including Indonesia. Each country has its own policy in dealing with this outbreak, starting from being required to maintain distance, implementing health protocols, to distributing social assistance from the government with the aim of meeting all community needs, especially those directly affected by this pandemic. There are various kinds of social assistance, including Cash Social Assistance, Basic Food Assistance, Family Hope Program, and many more. Regarding the system for collecting data on people who receive social assistance, it is also very important so that the data on citizens who are selected to receive social assistance is more targeted and also more accurate. Therefore, it is necessary to develop an aid management system in order to assist RT management in distributing social assistance more accurately and efficiently. The purpose of this service is to increase accuracy in the distribution of assistance from the government to the entire community. In making an effective, efficient and accurate web-based assistance management information system, it is necessary to use the waterfall method or software development method by going through the stages of observation, needs analysis or interviews, literature study, system design, implementation and system testing, and system maintenance. The benefit from this service is that the results of the analysis can be used to design an information system for the management of social assistance in Pulojahe Village, RT 006 RW 014 East Jakarta. Keywords: social assistance; assistance management; resident
IMPLEMENTASI MONITORING NILAI AKADEMIK DAN PRESENSI SISWA BERBASIS WEB PADA SMP IDN : THE IMPLEMENTATION OF WEB-BASED MONITORING OF ACADEMIC GRADES AND STUDENT ATTENDANCE AT IDN JUNIOR HIGH SCHOOLS Mesra Betty Yel; Yuma Akbar; Frencis Matheos Sarimol; Abdulloh; Ari Ramadhan; Fadhil Khanifan Achmad; Untung Wahyudi
Aptekmas Jurnal Pengabdian pada Masyarakat Vol 5 No 2 (2022): APTEKMAS Volume 5 Nomor 2 2022
Publisher : Politeknik Negeri Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36257/apts.v5i2.4648

Abstract

Academic value and student presence play an important role for every process of teaching and learning activities, especially to find out the level of learning success during school. However, these activities have not been carried out optimally because parents still experience difficulties in monitoring their child's learning activities in school and storing their data is still using paper stored in school documents so that data loss is easy. In analyzing, researchers use the SWOT (Strength, Weakness, Opportunity, Threat) method to analyze strengths, weaknesses, opportunities and threats. Researchers can conclude that with the application of monitoring academic values and attendance students are expected to be able to overcome these problems, this system is not just a data input media student presence and academic value but can also be used as a medium of attendance information and student academic value for parents so that he can monitor his son's daughter while in school. With the application of academic values and attendance students can reduce data loss and foster a sense of parental trust in school.
Pengembangan Aplikasi Edukasi Game Little Iqra Berbasis Android Menggunakan Metode MDLC Rezha Mulia Revandy; Yuma Akbar
Jurnal Informatika dan Teknologi Komputer (J-ICOM) Vol 3 No 1 (2022): Jurnal Informatika dan Teknologi Komputer ( JICOM)
Publisher : E-Jurnal Universitas Samudra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33059/j-icom.v3i1.4140

Abstract

Conventional learning methods have decreased in effectiveness during this pandemic period, many teaching staff have difficulty in monitoring the development of their students. Little Iqra is an Android-based educational application that helps schools monitor student progress through fun media for children. This app allows teachers to see their students progress in real time with the Real-Time Score feature powered by Firebase. This application is in the form of a Quiz. In this application, the teacher can change the content displayed on the quiz freely so that the potential for using this application is very large according to the creativity of the teacher. This application was also developed by taking into account the technological needs of all parties, with that this application has advantages in its size, which is 5MB. With this application, a study was conducted to determine behavioral intentions in its use using the Multimedia Development Life Cycle (MDLC) model. This little iqra game is expected to help the teacher in supervising children's development and increasing children's interest in learning.
Penerapan Sistem Informasi Inventaris Barang Berbasis WEB di RT 009 RW 07 Halim Perdana Kusuma Sutisna; Frencis Matheos Sarimole; Yuma Akbar; Fahmi Chairulloh; Marjuki; Feni Putriani; Meilisa
Jurnal Pendidikan Sains dan Komputer Vol. 2 No. 01 (2022): Artikel Riset Periode Februari 2022
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1114.391 KB) | DOI: 10.47709/jpsk.v2i01.1393

Abstract

Dewasa ini, kebutuhan untuk pelayanan yang baik dan maksimal sangat diperlukan. Masyarakat memerlukan akses serta kebutuhan akan pelayanan yang tepat dan cepat, seperti halnya daerah RT 009 RW 07 Halim Perdana Kusuma, Jakarta Timur yang pada saat ini sedang berusaha untuk berkembang menjadi sebuah daerah yang lebih maju dan lebih baik dari segi pelayanan masyarakat. Pelayanan masyarakat di golongan RT dan RW sudah cukup baik namun belum terkelola dengan begitu baik, nilai terendah dari tiga besar pelayanan masyarakat adalah tentang pelayanan inventaris RT serta sarana dan prasarana. Dalam beberapa kasus ketika salah satu warga meminjam sarana prasarana belum terdata dengan jelas, banyak sarana prasarana yang hilang. Kendala-kendala ini tentunya yang menjadi salah satu kendala bagi pengurus RT dan RW setempat. Berdasarkan kendala yang terjadi saat ini, menjadi ajuan bagi peneliti untuk dapat merancang aplikasi menggunakan teknologi berbasis WEB sehingga dapat membantu pengurus RT dan RW dalam mengurus data dan proses pengelolaan inventaris yang dimiliki. Dalam hal pengembangan sistem, kami menggunakan metode prototype yang dimana dimaksudkan sebagai pengembangan yang dapat dilakukan secara terus menerus. Dengan adanya WEB inventaris kampung Asri RT 009 Halim Perdana Kusuma, kegiatan keluar masuk barang invetaris dapat dengan mudah tercatat. Pengurus RT 009 Halim Perdana Kusuma merasakan manfaat yang baik dari segi pencatatan keluar masuk barang, kecepatan data saat dibutuhkan, dan keakuratan pergerakan data yang dipinjam dapat terpantau dengan baik sehingga jika ada yang lupa mengembalikan dapat segera untuk diingatkan.
Pembuatan Aplikasi Tajwid Berbasis Web MTs HAUDHIYAH AL-WATHONIYAH 43 Kelurahan Jatinegara Yuma Akbar; Dadang Iskandar Mulyana; Sri Lestari; Agung Pratama; Aldi Sitohang; Eka Satria Maheswara; Muhammad Faizal Lazuardi
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.v4i2.7412

Abstract

MTs HAUDHIYAH AL-WATHONIYAH 43 adalah salah satu sekolah yang bernaung dibawah Lembaga madrasah. Di sekolah tersebut belum memiliki website khusus sekolah, serta pembelajaran yang belum menggunakan teknologi digital. Maka dibutuhkan suatu sistem yang lebih baik dengan penerapan teknologi informasi, yang dapat membantu dalam pencatatan data guru, serta murid di sekolah ini. Pembuatan website dan aplikasi ini bertujuan untuk memudahkan pencatatan data serta pembelajaran yang sudah memanfaatkan kemajuan teknologi. Website sekolah ini didalamnya terdapat aplikasi mengaji yang dikhususkan untuk seluruh siswa-siswi dan guru madrasah yang telah didaftarkan oleh admin. Sumber data yang digunakan website ini didapat dari pihak sekolah melalui tata usaha. Metode yang dilakukan untuk membuat website ini adalah dengan cara menganalisis kebutuhan fitur yang dibutuhkan oleh sekolah dan menganalisa cara belajar siswa-siswi disekolah, serta pengujian terhadap webiste itu sendiri. Website dan aplikasi yang dibuat sudah memenuhi kebutuhan fitur yang dibutuhkan oleh sekolah, serta tampilan yang cukup sederhana ternyata dapat memudahkan pengurus sekolah dalam mengelola data dan mendapatkan informasi karena system informasi ini menyediakan fitur yang lengkap dan mudah dimengerti. Cara atau metode tradisional atau secara langsung merupakan hal yang biasa dilakukan oleh para guru mengaji dalam belajar.Pentingannya belajar ilmu tajwid adalah supaya kitab isa memahami bagaimana hukum-hukum membaca Al-Quran yang baik dan benar.
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.
Implementation of Dijkstra's Algorithm in Open Shortest Path First (OSPF) Routing Protocol Using Juniper Fadhil Khanifan Achmad; Dadang Iskandar Mulyana; Yuma Akbar
INFORMATICS FOR EDUCATORS AND PROFESSIONAL : Journal of Informatics Vol 7 No 1 (2022): INFORMATICS FOR EDUCATORS AND PROFESSIONAL : JOURNAL OF INFORMATICS (Desember 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Bina Insani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51211/itbi.v7i1.1984

Abstract

In the modern era with the growth of human resources and the acceleration of the need for rapid communication, of course it must be accompanied by the development of network technology to support these needs, in this case network technology plays a very important role as a bridge to connect between nodes or individuals. but in practice it is often encountered in large-scale computer networks facing problems in data communication lines. the transmission process to distribute data takes a long time because of the wrong route selection. And in this case the OSPF (Open Shortesh Path First) routing protocol is here to be able to answer this problem, OSPF is a routing protocol that is often used in medium and large scale networks. OSPF distributes routing information between autonomous system (AS) routers. OSPF is a routing protocol that uses a linkstate algorithm to construct and calculate the best path to all known destinations. The link-state algorithm is also known as the dijkstra algorithm or the shortest path first (SPF) algorithm. The dijkstra algorithm is applied in the OSPF protocol to choose the best route that must be taken by a data packet from an origin address in order to arrive at the destination address with the smallest unit load value (cost/metric). Abstrak Bahasa Inggris maksimum 250 kata dalam satu alinea menggunakan huruf Arial 10, spasi 1. Abstrak berisi pendahuluan singkat, tujuan, metode dan hasil secara ringkas dan jelas. Penulisan singkatan yang tidak umum tidak diperkenankan kecuali didefinisikan sebelumnya.
Implementasi Pembatasan Akses Sosial Media Menggunakan Layer 7 Protocol Pada Perangkat Mikrotik DI SMK IDN Abdul Shomad; Yuma Akbar; Dadang Iskandar Mulyana
INFORMATICS FOR EDUCATORS AND PROFESSIONAL : Journal of Informatics Vol 7 No 1 (2022): INFORMATICS FOR EDUCATORS AND PROFESSIONAL : JOURNAL OF INFORMATICS (Desember 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Bina Insani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51211/itbi.v7i1.1998

Abstract

: SMK IDN Borading School is one of the schools in Bogor Regency that has national standards. This school has a very broad environment. In addition, this school also has a fairly good internet network. This can be seen by the breadth of the internet network that almost covers the entire school environment. At SMK IDN, the main problem is the use of internet network data by students to play games and social media during study hours, so it takes a system that is capable of being a protection so that users cannot use the internet to play games and social media during study hours. . Based on this, this study aims to test the implementation of social media access restrictions using the layer 7 protocol feature on a network with Mikrotik devices at SMK IDN. In general, this study shows the success of blocking several social media applications such as youtube, instagram and tiktok. So when social media like the one above can be blocked learning in class will be very conducive where students will always pay attention to the teacher who is delivering material and students will not be able to steal opportunity to access social media in class.
Co-Authors AA Sudharmawan, AA Abdillah, Gipari Pradina Abdul Shomad Abdulloh Abror, Ikhsan Adhipramana, Fernanda Aditya Bagas Pramudhi Aditya Zakaria Hidayat Adzani, Adinda Mutiara Agung Pratama Agung Wianata Sugeng Kusuma Agung Wiranata Sugeng Kusuma Ahluna, Faza Ahmad Zulfikar Aidil Rizki Hidayat Aimar, Muqorrobin Akhsani, Ziyat Akmaludin Akmaludin Al Ammaar, Mohammad Farroos Albahy, Abdurrahman Asyam Aldi Sitohang Aldino Nur Ihsan Angga Tristhanaya Anita Rosiana Anwar, Imam Dzikrilloh Arfadhillah, Zahra Arham, Muhammad Ari Ramadhan Arief, Yoga Sofyan Arif, Sulthan Cendikia Arinal, Veri Aula, Raisah Fajri Aulia, Mutia Dwi Awang Hariman, Aloisius Azis, Iim Muhaemin Abdul Aziz Septian Amrullah Azzahra, Yasmin Aulia Bachtiar, Yuliana Bebriani, Serli Benny Sulaiman K Betty Yel, Mesra Bintoro, Bayu Bryan Pratama Cahyono, Bayu Adi Candra Milad Ridha Eislam Dadang Iskandar Mulyana` Dadang Iskandar, Dadang Damayanti, Yulia Dava Septya Arroufu Dedi Dwi Saputra Dewa Gde Adi Murthi Udayana Doddy Mulyadi Saputra Edhy Poerwandono Edhy Poerwandono Eka Satria Maheswara Fadhil Khanifan Achmad Fadillah, Fauzan Fahmi Chairulloh Faisal Akbar Farhani, Aulia Febrianti, Syafira Feni Putriani Fentri Boy Pasaribu Fernanda Adhipramana Gusniar Alfian Noor Hartinah, Suci Sugih Haura Salsabila Az-Zahra Hengky, Mario Hidayat, Aditya Zakaria Ikhwanul Kurnia Rahman Jodi Juliansah Juliansah, Jodi Julianto, Muhammad Rizky Kiki Setiawan Lestari, Dinny Amalia M Ilham Setya Aji M Jundi Hakim Mafazi, Luthfillah Marjuki Maulana Putra Hertaryawan, Ryfan Mayangsari, Descania Meilisa Miftahul Huda Mizsuari Muamar Rizky Muhamad Farisi Muhamad Fikri Nugraha Muhammad Faizal Lazuardi Mulya, Citra Pricylia Ananda Nadip, Muhamad Zaeni Nirat Nirat Nirat, Nirat Novianto, Firza NST, Silvan Nufus, Reda Hayati Nugraha, Muhamad Fikri Nur Arif Khairudin Nur Oktavian Nurfaishal, Muhammad Dzaky Nurmaylina, Vivi Oka Prasetiyo Oky Tria Saputra Oky Tria Saputra7 Permatasari, Veren Nita Piqih Akmal Poerwandono, Edhy Praja Raymond , Samuel Pramudita, Diky Prasetiyo, Oka Qibthiyah, Mariyatul Ramadhan, Muhammad Arya Regita, Anggit Nur Hannaa Rezha Mulia Revandy Richard Franido Richard Franido Rizki Maulana, Rizki Rizky Adawiyah Rofika Qolbi S, Fahmi Chairulloh Widia Safhani, Rizca Sahrul Hidayat Sahrul Hidayat Salsabila Putri Wibowo Saputra, Mochammed Erryandra Sarimole, Frencis Matheos Septiansyah, Ade Setiawan, Kiki Sibarani, Julvan Marzuki Putra Sri Lestari Sri Lestari SRI LESTARI Sugiharto, Tri Sugiyono Sugiyono Sugiyono Sumpena Sumpena Sumpena, Sumpena Surapati, Untung Sutisna Sutisna Suwandi Tegar Muhamad Hafiz Tegar Muhamad Hafiz Toriq, Fatkul Tri Wahyudi Tundo, Tundo Untung Surapati Untung Surapati Untung Wahyudi Untung Wahyudi Wahyu Saputro Wijaya, Rohmat WINDU GATA Yusril Nurhadi AS