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Klasifikasi Bahan Biodegradable dan Non-Biodegradable Menggunakan Convolutional Neural Network (CNN) 利用卷积神经网络（CNN）对可生物降解和不可生物降解材料进行分类
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.19314
Muhammad Abdul Latief, Muhammad Rasikh Azfa Riyyasy, Fadilla Zundina Ulya, Popy Laras Puspita, Gavrilla Claudia, Luthfi Rakan Nabila
{"title":"Klasifikasi Bahan Biodegradable dan Non-Biodegradable Menggunakan Convolutional Neural Network (CNN)","authors":"Muhammad Abdul Latief, Muhammad Rasikh Azfa Riyyasy, Fadilla Zundina Ulya, Popy Laras Puspita, Gavrilla Claudia, Luthfi Rakan Nabila","doi":"10.30998/string.v8i3.19314","DOIUrl":"https://doi.org/10.30998/string.v8i3.19314","url":null,"abstract":"Deep Learning adalah sebuah bidang keilmuan baru dalam bidang Machine Learning yang akhir-akhir ini berkembang. Deep Learning memiliki kemampuan yang sangat baik dalam visi komputer. Salah satunya kegunaannya adalah pada kasus klasifikasi objek pada bahan biodegradable dan non-biodegradable . Dengan mengimplementasikan metode CNN pada kasus ini dapat mengklasifikasikan sampah biodegradable dan non-biodegradable secara tepat dan efisien. Penelitian ini menggunakan data citra bahan biodegradable dan non-biodegradable yang bersumber dari Kaggle. Tahapan pada penelitian ini","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"20 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140739223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analisis Pengendalian Kualitas Produk Cacat Part X Menggunakan Lean Six Sigma di PT XYZ PT XYZ 使用精益六西格玛对 X 部分缺陷产品的质量控制分析
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.19320
Novi Rahmadhani, Risma Fitriani
{"title":"Analisis Pengendalian Kualitas Produk Cacat Part X Menggunakan Lean Six Sigma di PT XYZ","authors":"Novi Rahmadhani, Risma Fitriani","doi":"10.30998/string.v8i3.19320","DOIUrl":"https://doi.org/10.30998/string.v8i3.19320","url":null,"abstract":"In the manufacturing industry, industrial competition is increasingly competitive along with the rapid development of technology, influencing entrepreneurs to continue to make improvements by increasing quality so that companies increasingly try to solve company problems so that they can meet consumer tastes for the products they produce. This research aims to analyze product defects in lock washer parts at PT XYZ. The research uses the Six Sigma method through 5 stages, namely define, measure, analyze, improve","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"18 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140739987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rancang Bangun Sistem Informasi Pendaftaran Pasien Berbasis Website di Rumah Sakit Permata 在 Permata 医院设计基于网站的病人登记信息系统
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.17552
Ririn Yulia Ekadianti, A. Voutama, A. Ridha
{"title":"Rancang Bangun Sistem Informasi Pendaftaran Pasien Berbasis Website di Rumah Sakit Permata","authors":"Ririn Yulia Ekadianti, A. Voutama, A. Ridha","doi":"10.30998/string.v8i3.17552","DOIUrl":"https://doi.org/10.30998/string.v8i3.17552","url":null,"abstract":"Permata Hospital currently relies on a manual record-keeping system for patient registration, which is inefficient. The purpose of this research is to enhance the accuracy and efficiency of the patient registration process at Permata Hospital by designing a web-based patient registration information system. The research methodology employed in this study is the waterfall method, beginning with system requirements analysis, system design, implementation, testing, and maintenance. The expected outcome of this research is the development of a system that can process patient registrations effectively and efficiently. With the implementation of this information system, that it will reduce registration queues at the counters and facilitate patients in the registration process. Additionally, this system will assist hospital administrative staff in document archiving and patient registration data management.","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"12 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140739490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementasi Metode Kano dan Importance Performance Analysis pada Pengembangan Sistem Pelayanan Puskesmas 在发展 Puskesmas 服务系统中实施卡诺方法和重要性绩效分析
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.22252
Siti Anisah
{"title":"Implementasi Metode Kano dan Importance Performance Analysis pada Pengembangan Sistem Pelayanan Puskesmas","authors":"Siti Anisah","doi":"10.30998/string.v8i3.22252","DOIUrl":"https://doi.org/10.30998/string.v8i3.22252","url":null,"abstract":"Puskesmas is a community health service. Improving public health services can be achieved through providing excellent and quality health services. In terms of the performance of the puskesmas administrative services, there is no information system for processing patient data, which has an impact on the quality of services in the puskesmas. The aim of this research is to create a web-based knowledge management system that assesses the quality of health services provided by health centers. This will measure the gap between the actual performance of the Puskesmas, patient expectations, and the level of satisfaction experienced by patients. The system will also propose alternative solutions to increase patient satisfaction. in improving the quality of services provided by Community Health Centers. The methods used in the research are Importance and Performance Analysis (IPA) and the Kano method. The reason for choosing the IPA method is because IPA can be used to measure respondents' mastery of research attributes and can also measure the importance of an attribute based on respondents' perceptions. This research uses the Kano technique to categorize the features of a product or service based on their ability to fulfill customer desires effectively. The result of this research is a Knowledge Management System designed for Community Health Center services, which has the potential to reduce knowledge gaps.","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"42 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140736018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimasi Pengalaman Pengguna: Evaluasi ISO/IEC 25010 pada Penjualan Online 用户体验优化：ISO/IEC 25010 对在线销售的评估
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.19324
Arief Surachman
{"title":"Optimasi Pengalaman Pengguna: Evaluasi ISO/IEC 25010 pada Penjualan Online","authors":"Arief Surachman","doi":"10.30998/string.v8i3.19324","DOIUrl":"https://doi.org/10.30998/string.v8i3.19324","url":null,"abstract":"This study explores improving user experience on online sales platforms using ISO/IEC 25010 standards. It focuses on enhancing customer satisfaction with Tokopedia, Shopee, and Lazada. The research uses case studies and Likert scale surveys to evaluate critical aspects like reliability, security, and system efficiency. The goal is to provide insights into factors affecting user experience in online sales. The ISO/IEC 25010 evaluation results aim to guide system improvements, ensuring user needs are met. This research significantly contributes to understanding the online sales market dynamics, helping stakeholders take strategic steps to create a more effective and satisfying platform for users.","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"13 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140735976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analisis Produktivitas Mesin Cutting Menggunakan Metode Overall Equipment Effectiveness di PT ABC PT ABC 公司使用整体设备效率法分析切割机生产率
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.20637
Muhammad Fery Athallah, Fahriza Nurul Azizah, Wahyudin Wahyudin
{"title":"Analisis Produktivitas Mesin Cutting Menggunakan Metode Overall Equipment Effectiveness di PT ABC","authors":"Muhammad Fery Athallah, Fahriza Nurul Azizah, Wahyudin Wahyudin","doi":"10.30998/string.v8i3.20637","DOIUrl":"https://doi.org/10.30998/string.v8i3.20637","url":null,"abstract":"PT ABC is a company that produces cigarette paper and packaging boxes for cigarette products, food","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"201 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140740163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perbandingan Metode Single Exponential Smoothing dan Regresi Linear dalam Menentukan Forecasting Permintaan Produk 单指数平滑法和线性回归法在确定产品需求预测中的比较
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.19319
Peny Septiana Suranto, Risma Fitriani
{"title":"Perbandingan Metode Single Exponential Smoothing dan Regresi Linear dalam Menentukan Forecasting Permintaan Produk","authors":"Peny Septiana Suranto, Risma Fitriani","doi":"10.30998/string.v8i3.19319","DOIUrl":"https://doi.org/10.30998/string.v8i3.19319","url":null,"abstract":"produksi","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"33 14","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140737779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perbandingan Algoritma Sorting dengan Menggunakan Bahasa Pemograman Javascript dalam Penggunaan Waktu Komputasi dan Penggunaan Memori 使用 Javascript 编程语言的排序算法在计算时间和内存使用量方面的比较
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.17972
Surya Wijaya, Fauziah Fauziah, T. Harjanti
{"title":"Perbandingan Algoritma Sorting dengan Menggunakan Bahasa Pemograman Javascript dalam Penggunaan Waktu Komputasi dan Penggunaan Memori","authors":"Surya Wijaya, Fauziah Fauziah, T. Harjanti","doi":"10.30998/string.v8i3.17972","DOIUrl":"https://doi.org/10.30998/string.v8i3.17972","url":null,"abstract":"Data that is sequential or neatly arranged data is highly necessary because sorted data makes it easier to read, inspect, and correct any erroneous data. In information technology, there are many algorithms for data sorting, including merge sort, insertion sort, heap sort, quick sort, selection sort, shell sort, and so on. In this test, seven sorting algorithms (Merge Sort, Insertion Sort, Bubble Sort, Heap Sort, Quick Sort, Selection Sort","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"11 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140737718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perbandingan Kinerja Algoritma K-Nearest Neighbors (K-NN) Dan Decision Tree dalam Deteksi Paket Malis pada Jaringan K-NN 算法和决策树算法在网络恶意软件检测中的性能比较
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.22362
Bib Nugraha Kasmara, Endah Tri Esti Handayani, Novi Dian Nathasia
{"title":"Perbandingan Kinerja Algoritma K-Nearest Neighbors (K-NN) Dan Decision Tree dalam Deteksi Paket Malis pada Jaringan","authors":"Bib Nugraha Kasmara, Endah Tri Esti Handayani, Novi Dian Nathasia","doi":"10.30998/string.v8i3.22362","DOIUrl":"https://doi.org/10.30998/string.v8i3.22362","url":null,"abstract":"Penelitian ini bertujuan untuk melakukan klasifikasi terhadap data paket malis dan membandingkan performa dua algoritma, yaitu K-Nearest Neighbor (K-NN) dan Decision Tree (DT). Dataset UNSW-NB15 yang digunakan untuk penelitian ini telah melalui tahap preprocessing, feature selection, dan data split. Tahap preprocessing termasuk transformasi data dan pemilihan fitur yang relevan untuk mendeteksi paket malis. Selanjutnya, eksperimen dilakukan untuk menguji variasi nilai K pada K-NN dan mengukur akurasi, recall, precision, dan F1-Score. Hasilnya menunjukkan bahwa K-NN memiliki akurasi 91.54%, sedangkan DT memiliki 92.41%. Kesimpulan dari penelitian ini menunjukkan bahwa algoritma Decision Tree (DT) memiliki kinerja yang sedikit lebih baik daripada K-Nearest Neighbor (K-NN) dalam mendeteksi paket malis. Oleh karena itu, dalam memilih algoritma untuk deteksi keamanan jaringan, penting","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"23 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140738221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Klasifikasi Tingkat Stress pada Mahasiswa Teknik Informatika dalam Melakukan Perkuliahan Metode Hybrid Menggunakan Algoritma Naive Bayes 使用 Naive Bayes 算法对信息工程专业学生在混合法授课中的压力水平进行分类
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Pub Date : 2024-04-05 DOI: 10.30998/string.v8i3.17096
Lia Susanti
{"title":"Klasifikasi Tingkat Stress pada Mahasiswa Teknik Informatika dalam Melakukan Perkuliahan Metode Hybrid Menggunakan Algoritma Naive Bayes","authors":"Lia Susanti","doi":"10.30998/string.v8i3.17096","DOIUrl":"https://doi.org/10.30998/string.v8i3.17096","url":null,"abstract":"Akibat dari pandemi covid-19, instansi-instansi pendidikan menggunakan metode pembelajaran hybrid yang mengombinasikan antara perkuliahan daring dan luring secara bergantian. Namun, metode ini membuat banyak mahasiswa merasa tertekan atau stres. Stres yang dirasakan mahasiswa terjadi karena beberapa faktor. Maka dari itu, peneliti ingin meneliti tingkat stres yang dirasakan mahasiswa, terutama mahasiswa Teknik Informatika, dalam mengikuti perkuliahan metode hybrid . Penelitian ini akan mempergunakan data profil mahasiswa sebagai faktor yang mempengaruhi tingkat stres. Penelitian ini menerapkan metode naive bayes, karena pada perhitungan naive bayes, data variable yang digunakan dapat berupa kata dan hanya memerlukan sedikit data training dalam mengestimasi parameter untuk pengklasifikasian. Penelitian ini akan dilakukan dengan perhitungan probabilitas data training dan pengklasifikasian data testing. Berdasarkan evaluasi dan validasi menggunakan tools Rapid Miner, dan dari data latih menggunakan k-folds cross validation dengan","PeriodicalId":177991,"journal":{"name":"STRING (Satuan Tulisan Riset dan Inovasi Teknologi)","volume":"49 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140735662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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