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Rancang Bangun Expert System Diagnosa Penyakit Mata Manusia Menggunakan Metode Certainty Factor Anna Anna; Riski Annisa; Panny Agustia Rahayuningsih; Siti Nurdiani
Infotek: Jurnal Informatika dan Teknologi Vol. 7 No. 1 (2024): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jit.v7i1.24119

Abstract

When the eyes experience interference, the sufferer will be very uncomfortable in doing their daily activities. In an expert system, the Certainty Factor methods are used to determine the percentage of possible eye diseases suffered and provide accurate diagnostic information based on research conducted. The expert system developed to diagnose eye disease has been successfully implemented using knowledge which includes 22 symptoms and 6 types of related diseases. The purpose of this study is to explore the symptoms displayed in the form of questions in order to diagnose the type of disease with web management system-based software. So that later it gives the results of the percentage of diagnosis of eye disease after based on the symptoms suffered. Of course this research can help experts in dealing with existing problems and make it easier for the general public to get information about eye diseases directly consult through the system without having to check with an eye doctor first, can also provide relief for the underprivileged people who want to consult directly with experts only through Web application.
PREDICTION OF SURVIVAL OF HEART FAILURE PATIENTS USING RANDOM FOREST Rahayu, Sri; Purnama, Jajang Jaya; Pohan, Achmad Baroqah; Nugraha, Fitra Septia; Nurdiani, Siti; Hadianti, Sri
Jurnal Pilar Nusa Mandiri Vol 16 No 2 (2020): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Peri
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/pilar.v16i2.1665

Abstract

Human survival, one of the roles that is controlled by the heart, makes the heart need to be guarded and be aware of its damage. Heart failure is the final stage of all heart disease. The medical record tool can measure symptoms, body features, and clinical laboratory test values, which can be used to perform biostatistical analyzes but to highlight patterns and correlations not detected by medical doctors. So technology assistance is needed to do this in order to predict the survival of heart failure patients. With data mining techniques used in the available history data, namely the Heart Failure Clinical Records dataset of 299 instances on 13 features used the Random Forest algorithm, Decision Tree, KNN, Support Vector Machine, Artificial Neural Network and Naïve Bayes with resample and SMOTE sampling techniques. The highest accuracy with the resample sampling technique in the random forest is 94.31% and the SMOTE technique used in the random forest produces an accuracy of 85.82% higher than other algorithms.
COMPARISON OF APPLE IMAGE SEGMENTATION USING BINARY CONVERSION AND K-MEANS CLUSTERING METHODS Nurdiani, Siti; Rezki, Muhammad; Dahlia, Rizka; Ihsan, Muhammad Ifan Rifani; Frieyadie, Frieyadie; Fauziah, Siti
Jurnal Pilar Nusa Mandiri Vol 17 No 1 (2021): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Peri
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/pilar.v17i1.2256

Abstract

Apples are quite popular consumption among the community and have different kinds of shapes and colors. Apples themselves have many nutrients and various vitamins including fat, as well as energy, carbohydrates, protein, vitamin C, vitamin A, vitamin B2, vitamin B1, and many more. Because of the variety of types of apples, it is difficult for people to distinguish between these types of apples. However, with the development of technology and sophistication, it is now possible to classify the types of apples using digital images. This study aims to segment the image of apples by comparing 2 methods at once to find out which method is the best. This process is an initial stage that must be done before classifying. From the comparison results of apple image segmentation with binary conversion methods and k-means clustering, it can be concluded that the best method is k-means clustering. Because it can segment the image of apples almost perfectly.
RANCANG BANGUN SISTEM INFORMASI PENJUALAN DAN SERVICE MOTOR BERBASIS WEB DENGAN METODE PROTOTYPE PADA BENGKEL MAJU JAYA MOTOR Linawati, Safitri; Nurdiani, Siti; Nugraha, Wahyu; Rezki, Muhammad; Saputra, Dicky
Jurnal Sistem Informasi Akuntansi Vol 4 No 2 (2023): Periode September 2023
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/justian.v4i2.2957

Abstract

Maju Jaya Motor Workshop still uses physical structures such as for sales and service. Therefore making sales reports and motorbike service reports takes time to make these reports. Sometimes insufficient stock makes selling difficult because reports have to be checked manually. After that, they buy the product. So it's not real-time because it's still being checked and then bought. Therefore the author created a web-based system design to facilitate sales and display inventory at the Maju Jaya Motor workshop. The steps of the system development method used in this study are Communication, Planning, Modeling, Construction and Delivery. The proposed solution to this problem was expected with an app I built because it removes the need to manually check inventory, making buying parts there more reasonable. There is no need to do physical records when selling and servicing motorbikes because if the system already exists, it can be printed on the system and there is no need to summarize sales and service reports anymore.
Rancang Bangun Sistem Informasi Pembelian Dan Penjualan Pakaian Pada Toko Al-Gaza Busana Pontianak Berbasis Web Diaz Arizona, Nanda; Iqbal, Muhammad; Rifani Ihsan, Muhammad Ifan; Sony Maulana, Muhammad; Nurdiani, Siti
Jurnal Sistem Informasi Akuntansi Vol 5 No 1 (2024)
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/justian.v5i1.3823

Abstract

Al-Gaza Busana Store Pontianak is a trading store that sells various clothes ranging from children to adults. The case reviewed in this Final Project is the recording of clothing purchases and sales. Each recording of clothing sales transactions at Al-Gaza Busana Store is still done in a simple way that is recorded in the journal and recording every day and then recorded every once a month. As for the recording of clothing purchases there is no book keeping, just a note of every purchase transaction kept by the shop owner. By looking at the above problem, it is necessary to purchase and sale application at Al-Gaza Busana Store Pontianak that manages data of clothing, clothing data, agent data, admin data, entrant data, purchase transaction, retail sale transaction, wholesale sale transaction. For outputs generated from this application include purchase reports, retail sales reports, and wholesale sales reports. With the application of purchase and sale of clothing processed by the admin, is expected to facilitate in managing the recording of the purchase and sale of clothing more effectively and efficiently.
Pengaruh Aromaterapi Peppermint terhadap Hiperemesis Gravidarum pada Ibu Hamil Trimester 1 di PMB Bidan Iis Rosmalia Khasanah, Yosi Yusrotul; Dini, Agi Yulia Ria; Sari, Heni Puspa; Nurdiani, Siti; Rosmalia, Iis
JURNAL ILMIAH OBSGIN : Jurnal Ilmiah Ilmu Kebidanan & Kandungan P-ISSN : 1979-3340 e-ISSN : 2685-7987 Vol 15 No 4 (2023): DESEMBER
Publisher : NHM PRESS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36089/job.v15i4.1668

Abstract

Kehamilan merupakan kondisi fisiologis yang dapat diikuti proses patologis pada ibu hamil, dan akan muncul dengan seiringnya perubahan fisiologis diantaranya rasa mual dan muntah. Hiperemesis Gravidarum adalah gejala mual dan muntah secara berlebihan pada kehamilan, terjadi pada enam minggu setelah hari pertama haid, atau pada kehamilan trimester I. Tujuan penelitian ini untuk mengetahui pengaruh pemberian Aromaterapi Peppermint terhadap penurunan Hiperemesis Gravidarum di PMB Bidan Iis Rosmalia. Penelitian ini termasuk analitik observasional dengan desain penelitian One Group Pretest-Posttest Design. Teknik pengambilan menggunakan teknik purposive sampling, jumlah total sampel dalam penelitian yaitu ibu hamil trimester I berjumlah 15 orang. Instrumen yang digunakan adalah lembar kuesioner dengan Analisis data menggunakan uji Paired T test. Hasil penelitian menunjukkan sebagian besar tingkat mual muntah sebelum diberikan aromaterapi peppermint berada di tingkat sedang sebanyak 10 orang (66,7%) sedangkan setelah diberikan aromaterapi peppermint sebagian besar yang mengalami tingkat sedang menurun menjadi Tidak Muntah sebanyak 7 orang (46,7%). Hasil uji paired Sample test diperoleh nilai p value = 0,000 yang artinya ada pengaruh Pemberian Aromaterapi Peppermint terhadap penurunan Hiperemesis Gravidarum pada Ibu Hamil Trimester I di PMB Bidan Iis Rosmalia. Kesimpulan penelitian ini adalah terdapat hubungan atau ada pengaruh yang signifikan antara Pemberian Aromaterapi Peppermint dengan Penurunan Hiperemesis Gravidarum pada Ibu Hamil Trimester I di PMB Bidan Iis Rosmalia.
Penerapan Linear Sequential Model Pada Aplikasi Pengelolaan Persediaan Barang Berbasis Web Anna, Anna; Nurdiani, Siti; Annisa, Riski; Rahayuningsih, Panny Agustia
Jurnal Ilmu Teknik dan Komputer Vol 8, No 2 (2024)
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/jitkom.v8i2.003

Abstract

Setiap perusahaan pasti melakukan penyimpanan dan pengelolaan persediaan barang dalam kegiatan bisnisnya. Salah satunya pada PT. Matahari Dept Store Pontianak yang bergerak di bidang penjualan dan jasa. Pengelolaan persediaan barang di PT. Matahari Dept Store Pontianak masih tergolong koveksional, sehingga menghambat proses pencatatan transaksi penjualan maupun keuangan yang  ada. Tujuan penelitian ini dibuat sebuah aplikasi untuk mengelola persediaan barang mereka agar data stok barang di gudang dapat dikelola dengan baik dan efisien. Pengembangan aplikasi menggunakan metode Sequential Linier (Waterfall), yaitu model pengembangan perangkat lunak dimana produk dirancang, diimplementasikan, dan diuji secara bertahap hingga produk selesai dibuat. Aplikasi tersebut dapat memberikan informasi stok barang secara real-time ketika ada penambahan maupun pengurangan stok, laporan stok barang hingga pada pembuatan laporan penjualan secara otomatis
Rancang Bangun Aplikasi Sistem Informasi Penjualan "Gadget-Sale" untuk Pengelolaan Produk dan Transaksi Berbasis Web Rezki, Muhammad; Nurdiani, Siti; Fahmi Julianto, Muhammad; Murni, Sri
Jurnal Sistem Informasi Akuntansi Vol 5 No 2 (2024)
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/justian.v5i2.7469

Abstract

The rapid advancement of information and communication technology (ICT) has transformed transaction methods across sectors, including product sales. ICT supports information systems that help businesses achieve their objectives. The contraption industry, in particular, has adopted digital platforms to meet market demands, with e-commerce rapidly growing in Indonesia. E-commerce is replacing conventional shopping due to its convenience, comfort, and variety. It relies on WWW technology, databases, email, delivery systems, and payment tools. However, many contraption businesses face challenges in reaching customers effectively due to marketing limitations, disorganized product management, and subpar shopping experiences. To address this, an innovative solution is needed: a web-based online sales platform that simplifies transactions and offers a secure, enjoyable shopping experience. The Gadget-Sale platform aims to meet these needs with a user-friendly interface, comprehensive product catalogs, secure payment systems, and responsive customer service. This platform helps businesses manage inventory, monitor sales trends, and design targeted marketing strategies. This research focuses on designing and developing the Gadget-Sale web-based system to enhance product sales and expand market reach
Rancang Bangun Sistem Informasi Pembelian Dan Penjualan Pakaian Pada Toko Al-Gaza Busana Pontianak Berbasis Web Diaz Arizona, Nanda; Iqbal, Muhammad; Sony Maulana, Muhammad; Nurdiani, Siti; Rifani Ihsan, Muhammad Ifan
Jurnal Sistem Informasi Akuntansi Vol. 5 No. 1 (2024): Periode Maret 2024
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/justian.v5i1.3823

Abstract

Al-Gaza Busana Store Pontianak is a trading store that sells various clothes ranging from children to adults. The case reviewed in this Final Project is the recording of clothing purchases and sales. Each recording of clothing sales transactions at Al-Gaza Busana Store is still done in a simple way that is recorded in the journal and recording every day and then recorded every once a month. As for the recording of clothing purchases there is no book keeping, just a note of every purchase transaction kept by the shop owner. By looking at the above problem, it is necessary to purchase and sale application at Al-Gaza Busana Store Pontianak that manages data of clothing, clothing data, agent data, admin data, entrant data, purchase transaction, retail sale transaction, wholesale sale transaction. For outputs generated from this application include purchase reports, retail sales reports, and wholesale sales reports. With the application of purchase and sale of clothing processed by the admin, is expected to facilitate in managing the recording of the purchase and sale of clothing more effectively and efficiently.
Rancang Bangun Aplikasi Sistem Informasi Penjualan "Gadget-Sale" untuk Pengelolaan Produk dan Transaksi Berbasis Web Rezki, Muhammad; Nurdiani, Siti; Fahmi Julianto, Muhammad; Murni, Sri
Jurnal Sistem Informasi Akuntansi Vol. 5 No. 2 (2024): Periode September 2024
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/justian.v5i2.7469

Abstract

The rapid advancement of information and communication technology (ICT) has transformed transaction methods across sectors, including product sales. ICT supports information systems that help businesses achieve their objectives. The contraption industry, in particular, has adopted digital platforms to meet market demands, with e-commerce rapidly growing in Indonesia. E-commerce is replacing conventional shopping due to its convenience, comfort, and variety. It relies on WWW technology, databases, email, delivery systems, and payment tools. However, many contraption businesses face challenges in reaching customers effectively due to marketing limitations, disorganized product management, and subpar shopping experiences. To address this, an innovative solution is needed: a web-based online sales platform that simplifies transactions and offers a secure, enjoyable shopping experience. The Gadget-Sale platform aims to meet these needs with a user-friendly interface, comprehensive product catalogs, secure payment systems, and responsive customer service. This platform helps businesses manage inventory, monitor sales trends, and design targeted marketing strategies. This research focuses on designing and developing the Gadget-Sale web-based system to enhance product sales and expand market reach