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Penerapan Data Mining dalam Mengklasifikasi Penyakit Stroke Menggunakan Algoritma Naïve Bayes Abadi, Ahmad Fajar; Alamsyah, Nur; Farhan Gagat Retnanto; Daniati, Erna; Ristyawan, Aidina
Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) Vol. 8 No. 2 (2024): PROSIDING SEMINAR NASIONAL INOVASI TEKNOLOGI TAHUN 2024
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/inotek.v8i2.5021

Abstract

Penyakit stroke adalah kondisi medis mendadak yang disebabkan oleh gangguan aliran darah di otak, baik karena penyumbatan atau pecahnya pembuluh darah. Kondisi ini dapat menyebabkan sel-sel otak kekurangan oksigen, darah, dan nutrisi yang berakibat fatal. Di Indonesia, stroke menempati urutan pertama sebagai penyebab kematian, diikuti oleh diabetes dan hipertensi. Penelitian ini bertujuan untuk mengklasifikasi penyakit stroke menggunakan algoritma Naive Bayes dengan dataset dari Kaggle. Penelitian ini menggunakan metode kualitatif untuk analisis literatur dan metode kuantitatif untuk pengujian teori dengan data numerik. Data sekunder dari Kaggle dipreproses dengan menghilangkan data duplikat dan missing value, menghasilkan 4908 rekaman dari 5110 awal. Implementasi klasifikasi dilakukan menggunakan RapidMiner Studio. Hasil penelitian menunjukkan tingkat acuraccy 87.22%, dengan precision sebesar 14.93% dan recall 42.58%. Penelitian ini menunjukkan bahwa algoritma Naive Bayes dapat digunakan secara efektif untuk klasifikasi stroke dengan hasil yang cukup akurat.
SISTEM PENDETEKSI KEBOCORAN TABUNG GAS ELPIJI (LPG) BERBASIS NODEMCU DAN TELEGRAM Alamsyah, Nur; Nurlaela Safitri
NUANSA INFORMATIKA Vol. 17 No. 2 (2023): Volume 17 No 2 Tahun 2023
Publisher : FKOM UNIKU

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25134/ilkom.v17i2.19

Abstract

The increasing population level of society makes the level of public consumption of natural resources also increase, in this case the increase occurs in the use of LPG (Liquefied Petroleum Gas) fuel. With the increasing use of LPG fuel, it is possible for fires to occur caused by LPG gas leaks. However, not all LPG gas cylinder providers provide additional safety systems on the LPG cylinders they sell. So an LPG gas leak detection device and a system that can provide information in the event of an LPG cylinder leak are needed. For this reason, an LPG gas leak detection device is made using a Telegram notification system, and an MQ-2 Sensor that can detect LPG gas and provide an alarm sound and LED indicator and LCD display display. so that it can provide a warning if the owner of the LPG cylinder is outside the house. All of these components are controlled using a Nodemcu Microcontroller. This tool has the advantage of being easy to use and compatible with all Telegram-based communication devices.
Sistem Informasi Penerimaan Siswa Baru Berbasis Website di SMP Pangudi Rahayu Efendy, Yusril; Aruan, Meri Chrismes; Alamsyah, Nur
Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI) Vol 5, No 03 (2024): Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI)
Publisher : Universitas Indraprasta PGRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/jrami.v5i3.11270

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Penelitian ini bertujuan untuk membuat Sistem Informasi Penerimaan Siswa Baru pada Sekolah SMP Pangudi Rahayu Berbasis Website yaitu suatu sistem yang digunakan untuk menunjang proses kegiatan penerimaan siswa pada instansi sekoalh khususnya SMP Pangudi Rahayu yang berhubungan dengan informasi penerimaan atau pendaftaran calon siswa baru. Rumusan penelitian bagaimana meracang sistem penerimaan peserta baru berbasis Web pada SMP Pangudi Rahayu. Metode penelitiannya yaitu teknik pengumpulan data dimana ada studi kasus, Interview, dan kajian literature. Sistem informasi penerimaan siswa baru buat dengan kode pemograman Visual Studio Code dengan menyertakan data base SQL yang menjadi data base server. Hasil dari penelitiannya Aplikasi Sistem Informasi Pengolahan Data yang untuk memudahkan bakal calon peserta baru dan panitia pengadaan pserta baru di SMP Pangudi Rahayu.
Sistem Informasi Geografis Untuk Penjadwalan Kajian Islam Pada Kota Banjarmasin Dengan Menerapkan Metode Rapid Application Development Rahman, Muhammad Saidi; Muflih, M.; Wijaya, Yusup Indra; Alamsyah, Nur
Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) Vol 5, No 3 (2024): Edisi Juli
Publisher : LPPM STIKOM Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/kesatria.v5i3.442

Abstract

The importance of spreading Islamic religious knowledge through studies and lectures has become a primary focus in efforts to enhance the understanding of the community regarding Islamic teachings. According to data from BPS in 2018, there are more than 200 mosques scattered throughout Banjarmasin City. In addition to mosques, Banjarmasin City also has a significant number of majlis ta'lim. These mosques and majlis ta'lim certainly have various schedules for Islamic studies, ranging from daily, weekly, to monthly schedules. Currently, there is no system in Banjarmasin City that provides information about the scheduling of Islamic studies, making it difficult for the community to find information on where to look for these activities. Besides scheduling information, to facilitate the community in finding the location of Islamic studies, geographical information of each mosque and majlis ta'lim needs to be added as well. The system development method uses Rapid Application Development (RAD), resulting in a web-based system using PHP programming language and Leaflet JavaScript plugin for the geographic information system, with MySQL as the database. It is hoped that this system can help the community find information on Islamic study schedules and easily locate the venues for these activities.
PELATIHAN CLOUD COMPUTING SEBAGAI MEDIA PENYIMPANAN DAN SHARING BAHAN AJAR BAGI GURU SD IT ANAK SHOLEH MANDIRI BANJARMASIN Ratna, Silvia; Wagino, Wagino; Alamsyah, Nur; Arafat, Arafat
JURNAL PENGABDIAN AL-IKHLAS UNIVERSITAS ISLAM KALIMANTAN MUHAMMAD ARSYAD AL BANJARY Vol 9, No 1 (2023): AL-IKHLAS JURNAL PENGABDIAN
Publisher : Universitas Islam kalimantan MAB

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31602/jpaiuniska.v9i1.12227

Abstract

Internet merupakan media baru yang digunakan sebagai sarana untuk berkomunikasi serta bertukar informasi bagi individu tau organisasi di era ICT (Information and Communication Technology). Google Drive adalah salah satu perangkat lunak layanan berbasis internet yang memeungkinkan penggunanya (user) dapat menjadikan media penyimpanan (storage) sebagai sumberdaya. Tujuan dari pengabdian ini ialah untuk mengajarkan peserta agar memanfaatkan google drive sebagai cloude storage untuk media backup pada desktop. dalam pengabdian ini menggunakan metode transfer ilmu, dimana tim pengabdian akan memaparkan materi pada peserta, mulai dari bagaimana cara mendownload google drive, menginstal serta bagaimana cara memanajemen file pada google drive dan melakukan sharing file menggunakan google drive. Hasil kegiatan pelatihan adalah nilai rata-rata pra pengabdian sebesar 2,31 sedangkan nilai rata-rata pasca pengabdian meningkat menjadi sebesar 4,07, jadi dapat disimpulkan bahwa setelah peserta mendapatkan Pelatihan Cloud Computing Sebagai Media Penyimpanan Dan Sharing Bahan Ajar di SDIT Anak Sholeh Mandiri Banjarmasin meningkat atau berhasil.
PEMBANGUNAN SISTEM INVENTARISASI PERANGKAT TEKNOLOGI INFORMASI DAN KOMUNIKASI BERBASIS WEB (Studi kasus : disduk capil kabupaten Cianjur) Alamsyah, Nur; Lukman, Luky
Jurnal Teknologi dan Komunikasi Pemerintahan Vol 2 No 1 (2020): Jurnal Teknologi dan Komunikasi Pemerintahan
Publisher : Program Studi Teknologi Rekayasa Informasi Pemerintahan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33701/jtkp.v2i1.2296

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Information technology has developed rapidly as the development of globalization has many applications that have been built to alleviate manual work to be automatic, controlling population of inventory items is quite complicated because of the distance between sub-districts in one district, so that frequent errors in checking are not efficient because in conducting activities checking inventory items still uses the manual method of checking one by one in each sub-district so that it takes a long time to make a report. The system created will be used to simplify the work, including in the activity of checking goods because it is able to simplify and present information that is relatively long, the function of a self-made system is to convey information and get a quick response and facilitate checking of official goods inventory. By building applications that manage data or official inventory information, making work easier. The application is online which will make it easy to check and report inventory items. Keywords : Controlling System, Administration Service, Citizenship, Web Applications
Implementasi Game Edukasi Berbasis Android untuk Meningkatkan Kemampuan Matematika Anak TK Hakim, Lukmanul; Alamsyah, Nur
Jurnal Rekayasa Komputasi Terapan Vol 4, No 04 (2024)
Publisher : Universitas Indraprasta PGRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/jrkt.v4i04.13374

Abstract

Tujuan penelitian membuat media pembelajaran Aplikasi game edukasi berbasis android yang menarik dan interaktif agar minat belajar berhitung siswa meningkat. Metode yang digunakan adalah Fisher Yates Shuffle dimana dalam perancangan penyusunan soal Latihan efektif terhindar dari pengulangan dan duplikasi. Tahapan awal penelitian dimulai dengan menggunakan Metode Waterfall meliputi Analisis Kebutuhan, Perancangan, Implementasi, Pengujian, Penerapan, dan Pemeliharaan. Hasil Penelitian adalah aplikasi game edukasi pembelajaran matematika yang menarik dalam bentuk tulisan, visual, audio serta kuis untuk menguji kemampuan logika matematika, perlu memperkenalkan kepada anak-anak pembelajaran matematika yang menarik dan mudah dipahami anak-anak seperti media pembelajaran berbasis android mobile. Hal ini bermaksud agar sang anak mengetahui bahwa belajar matematika itu mudah dan menyenangkanKata Kunci : Game Edukasi, Android, Kemampuan Behitung Anak TK
COMPARISON LINEAR REGRESSION AND RANDOM FOREST MODELS FOR PREDICTION OF UNDERGROUND DROUGHT LEVELS IN FOREST FIRES Alamsyah, Nur; Budiman, Budiman; Yoga, Titan Parama; Alamsyah, R Yadi Rakhman
Jurnal Techno Nusa Mandiri Vol. 21 No. 2 (2024): Techno Nusa Mandiri : Journal of Computing and Information Technology Period o
Publisher : Lembaga Penelitian dan Pengabdian Pada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/techno.v21i2.5237

Abstract

The increase in forest fires poses a significant risk due to its impact on underground dryness, which can cause long-term environmental damage and challenge fire suppression efforts. This research aims to develop a prediction model for underground drought levels in the context of forest fires using machine learning techniques. The methodology used in this research follows the CRISP-DM (Cross-Industry Standard Process for Data Mining) framework, which includes the stages of business understanding, data understanding, data preparation, modeling, evaluation, and deployment. This study analyzes a forest fire dataset, applies encoder labels to transform categorical variables, and uses linear regression and random forest models to predict underground drought levels. The goal is to create a predictive model that can help inform wildfire risk management strategies by anticipating underground drought levels. The results showed that the random forest model achieved higher prediction accuracy than the linear regression, with an R-squared value of 0.97. This suggests that the random forest model is a more robust tool for predicting underground drought levels, providing valuable insights for forest fire management. This research contributes to the understanding of underground drought levels, aiding the development of effective wildfire risk management strategies.
Implementation of Augmented Reality Learning Media Technology at the Primary and Secondary Education Levels in Cimahi City, West Java Alamsyah, Nur; Fauziyah, Dina
International Journal of Management Science and Information Technology Vol. 1 No. 2 (2021): July - December 2021
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijmsit.v1i2.354

Abstract

Currently the development of technology is progressing very rapidly and its development cannot be stopped. With so many advanced technologies that have emerged, various kinds of human work can be done in more innovative ways. One example is in the field of education. Currently, there are various kinds of technology-based learning media, one of which is learning media using Augmented Reality technology or often shortened to AR. Application Development as Learning Media to Build Space for Elementary/Junior High School Level Using Marker Augmented Reality Method is one form of utilizing AR technology in the field of education, especially as a learning medium. With the creation of this Augmented Reality-based learning media for building space, It is hoped that students can understand learning materials easily, and students' interest in learning can increase because the objects in the space are designed to be attractive, colorful, and interactive to avoid boredom. Based on this, this research is one of the new breakthroughs in the world of education that utilizes technological advances and helps teachers provide more interesting learning media. Meanwhile, the results of this study are in the form of an AR application and a mathematical book (module). this research is one of the new breakthroughs in the world of education that utilizes technological advances and helps teachers provide more interesting learning media. Meanwhile, the results of this study are in the form of an AR application and a mathematical book (module). this research is one of the new breakthroughs in the world of education that utilizes technological advances and helps teachers provide more interesting learning media. Meanwhile, the results of this study are in the form of an AR application and a mathematical book (module).
KAJIAN STRATEGI PEMASARAN DALAM MENGHADAPI ERA DISRUPSI TEKNOLOGI DI MASA PANDEMI COVID 19 PADA KOPERASI SUSU KUD SARWA MUKTI Erpurini, Wala; Alamsyah, Nur
Jurnal Pengabdian Masyarakat Nusantara (JPMN) Vol. 1 No. 2 (2021): Agustus 2021 - Januari 2022
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jpmn.v1i2.454

Abstract

This community service is carried out at KUD Sarwa Mukti which is a dairy cooperative. The purpose of this community service is to conduct a study of the marketing strategy used by this cooperative in the era of technological disruption during the covid-19 pandemic. The method used in this community service is a qualitative descriptive method. The participation of members of the “SARWA MUKTI” Village Unit Cooperative (KUD) is given formally which can assist in every decision making. In contributive participation, residents can make their contribution in the form of providing dairy milk or fresh milk which is regulated by the management of the Village Unit Cooperative (KUD) "SARWA MUKTI" itself which is taken from several villages. The Village Unit Cooperative (KUD) “SARWA MUKTI” only supplies factories such as PT. ULTRA JAYA. So that this activity is expected to provide an increase in production.
Co-Authors AA Sudharmawan, AA Abadi, Ahmad Fajar Abdurrafi, Amzad Fachrozi Adha, Fajrul Aditya, Muhammad Fathur Agus Darmawan Ahsan, Laode Muhammad Fahrizal Aidina Ristyawan, Aidina Ainul Uyuni Taufiq Aji Gautama Putrada Alamsyah, R Yadi Rakhman AlFauzi, Ihsan Alhidayatuddiniyah T.W. Andi Muh Akbar Saputra Ariani, Alma Aruan, Meri Chrismes Aulia Ar Rakhman Awaludin Baharuddin Baharuddin Bilqist, Dhiya Waffa Putriana Budiman Danestiara, Venia R Efendy, Yusril Eka Damayanti Erna Daniati Erpurini, Wala Fachry Abda El Rahman Fadhli, Raihan Farhan Gagat Retnanto Fauzan, Mohamad Nurkamal Fauzi Ahmad Muda Fauziyah, Dina Fuad, Adam H.M, Nurul Fadhilah Hardian Mursito Hariani Hariani, Hariani Henny Suharyati Hermila A Ibrahim . Ikke Dian Oktaviani Ilham Ramadhan Imam Himawan Indra Farman Jamilah Jamilah Kamal Kamal Karyaliga, Safitra Kaunang, Valencia Claudia Jennifer Khowais, Siti Jamiul Lukman, Luky Lukmanul Hakim M, Ardi M, Saripuddin Makmur, Muzammil Mega, Dian Asri Unga Muflih, M Muflih, M. Muhammad Muhsar, Muhammad Muhiddin Palennari Muliyani, Nani Mutawakkiliin, Syifa’ul Alif Nabiya, Dinda Salmi Nasution, Arief Rahiez Nazahah, Niswah Kaifa Nur Hayati Nuraisyah Nuraisyah Nurkamal Fauzan, Mohamad Nurlaela Safitri Pujiyanto, Agung Putra, Fadhlih Girindra Putri, Tiara Ananda Delisa Raharjo, Mokhamad Ramdhani Rahman, Muhammad Saidi Rahmi Pinahayu, Ek Ajeng Ramadhan, Lucky Ratna, Silvia Reni Nursyanti Ridho, Ihda Innar Rika Agustina, Rika Roem, Muhamad Rohman, Muhammad Rosadi, Muhammad Edya Rosmiati Rosmiati Saputri, Anisatia Setiana, Elia SRI RAHAYU Syiarul Amrullah, Muhammad Titan Parama Yoga Wagino Wibawanti, Yuni Wijaya, Yusup Indra Yunus, Syarifudin