Jurnal Sains dan Teknologi (JSIT)最新文献_第2页

Penilaian Kepuasan Pengguna Website Shopee Menggunakan Webqual 4.0 使用 Webqual 4.0 进行 Shopee 网站用户满意度评估

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2024-02-02 DOI: 10.47233/jsit.v4i1.1412

Aidil Fajar Zulfahri, Dwi Agung Wibowo, A. Noor

引用次数: 0

Perbandingan Kinerja K-Nearest Neighbors dan Naive Bayes Untuk Klasifikasi Perilaku Nasabah Pada Pembayaran Kredit Bank K-Nearest Neighbors 和 Naive Bayes 在银行贷款支付客户行为分类中的性能比较

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-11-22 DOI: 10.47233/jsit.v3i3.1264

Anang Susilo

{"title":"Perbandingan Kinerja K-Nearest Neighbors dan Naive Bayes Untuk Klasifikasi Perilaku Nasabah Pada Pembayaran Kredit Bank","authors":"Anang Susilo","doi":"10.47233/jsit.v3i3.1264","DOIUrl":"https://doi.org/10.47233/jsit.v3i3.1264","url":null,"abstract":":Credit customers are people who use banking services or other financial services. to use bank money in its business activities, so it expects that the bank's credit can meet business capital needs. To reach information to increase profits and reduce company losses, we need a method that can provide knowledge to support the company's data. Research data can be obtained from processing classification data from credit customer data that are categorized as potential or not potential in the next credit grant. Data processing can be done using machine learning, namely classification techniques. This technique will produce a predictive churn model to determine which customer categories belong to a group. potential smooth or jammed. The Naive Bayes method was chosen because it can produce maximum accuracy with little training data. Meanwhile, the K-Nearest Neighbor method was chosen because it is robust against noise data. The performance of the two methods will be compared, so that it can be seen which method is better in classifying documents. The results obtained show that the Naive Bayes method has better performance with an accuracy rate of 70%, while the K-Nearest Neighbor method has a fairly low accuracy rate of 40%. Thus, it can be seen the accuracy value displayed by applying the classification algorithm. K-Nears Neighbors and Naïve Bayes. Parameter category. which in this study are account numbers, names of debtors, collectibility in the categories: current, DPK (on special mention), substandard, doubtful, loss. Then clarified with a description of the type of loan, collectability of ADK (computer data archive), type of business.","PeriodicalId":302680,"journal":{"name":"Jurnal Sains dan Teknologi (JSIT)","volume":"147 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139248467","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

Peranan mikrobiologi dalam pengelolaan Lingkungan (Studi tentang mikro organisme di lingkungan alamiah) 微生物学在环境管理中的作用（研究自然环境中的微生物）

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-10-11 DOI: 10.47233/jsit.v3i3.1186

Susi Susilawati Badrus, Mia Audia, Nabila Rachel Agustin

引用次数: 0

Klasifikasi Kelayakan Penerima PPKS Usulan BPNT dan PHK Lanjut Usia Non Tunai menggunakan Algoritma Cart di Kabupaten Seruyan 使用购物车算法对塞鲁扬行政区拟议的 BPNT 和非现金老年人公共保健补助金领取者的资格进行分类

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-09-14 DOI: 10.47233/jsit.v3i3.1139

Nurahman Nurahman, Aida Puspita Sari, Karina Indah Deswanti

{"title":"Klasifikasi Kelayakan Penerima PPKS Usulan BPNT dan PHK Lanjut Usia Non Tunai menggunakan Algoritma Cart di Kabupaten Seruyan","authors":"Nurahman Nurahman, Aida Puspita Sari, Karina Indah Deswanti","doi":"10.47233/jsit.v3i3.1139","DOIUrl":"https://doi.org/10.47233/jsit.v3i3.1139","url":null,"abstract":"The purpose of this research is to classify the eligibility of recipients of Non-Cash Food Assistance (BPNT) and recipients of the Prosperous Family Program (PPKS) and (PHK) for the elderly proposed in Seruyan District using the CART (Classification and Regression Tree). Algorithm The purpose of the Living Allowance is to assist those in need in meeting their food and welfare needs, especially for underprivileged and elderly families. The research data was obtained through a direct survey of potential beneficiaries in Seruyan District. The data is then processed in the preprocessing stage to ensure good data quality before being used to develop the CART model. The CART model development stage is carried out by dividing the data into two parts, namely. training data and test data, to train and test model performance. The estimation results of the CART model show an accuracy of 87.50%, Precision of 87.50%, and Sensitivity or Recal of 100.00%. Analyzing the results revealed that socioeconomic factors such as family income, employment status, and housing conditions had a significant impact on beneficiary eligibility. These findings provide valuable information for improving social assistance distribution policies in Seruyan District so that assistance is more targeted and maximizes benefits for beneficiary communities. This study is expected to increase the effectiveness and efficiency of the distribution of income assistance and improve the quality of life of beneficiary communities. However, this research has limitations because it was only conducted in one district, so further research is needed with a more representative sample to ensure validity and wider application.","PeriodicalId":302680,"journal":{"name":"Jurnal Sains dan Teknologi (JSIT)","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139340250","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

Memprediksi Penerima Bantuan Langsung Tunai (BLT) Di Desa Tumbang Langkai 预测 Tumbang Langkai 村的直接现金援助（BLT）接受者

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-09-14 DOI: 10.47233/jsit.v3i3.1141

Selviana Yunita, Stepani Stepani, Elsa Ayu Lestari

{"title":"Memprediksi Penerima Bantuan Langsung Tunai (BLT) Di Desa Tumbang Langkai","authors":"Selviana Yunita, Stepani Stepani, Elsa Ayu Lestari","doi":"10.47233/jsit.v3i3.1141","DOIUrl":"https://doi.org/10.47233/jsit.v3i3.1141","url":null,"abstract":"Direct Cash Assistance (BLT) is a government program aimed at helping people who are classified as financially disadvantaged. However, in implementing it, there are challenges in accurately identifying BLT receipts that meet the set criteria. Therefore this study aims to develop a prediction model using data mining techniques to more effectively predict BLT receipts in Tumbang Langkai Village. In this study, we collected data on the population of Tumbang Langkai Village, including demographic information, education level, age, marital status, income, occupation, and history of receiving BLT previously. What we can do is process data such as correcting incomplete or valid data by conducting data analysis, then classification algorithms such as Naive Bayes, Decision Tree, or Support Vector Machines (SVM) are applied to train predictive models based on relevant attributes. It is hoped that the results of this study can contribute to the development of an efficient system for determining BLT beneficiaries. With an accurate prediction model, the government can optimize the allocation of funds and ensure that BLT assistance is on target This research can also provide insight into the factors that contribute to receiving social assistance in Tumbang Langkai Villagewhich can be the basis for more effective policy-making in supporting people's welfare","PeriodicalId":302680,"journal":{"name":"Jurnal Sains dan Teknologi (JSIT)","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139339980","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

Pembangunan Sistem Informasi Boking Kereta Api Berbasis Mobile Menggunakan Android Studio 在Android Studio上建立一个基于移动的信息系统Boking Mobile

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-08-29 DOI: 10.47233/jsit.v1i1.15

Mellysa Permata Sari, Sularno Sularno, Dio Prima Mulya

引用次数: 0

Sistem Informasi Geografis Pemetaan Perguruan Tinggi Di Kota Padang 巴东大学地理地图信息系统

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-08-29 DOI: 10.47233/jsit.v1i1.19

Sinthya Novrizarny, Sularno Sularno, M. Razi A.

{"title":"Sistem Informasi Geografis Pemetaan Perguruan Tinggi Di Kota Padang","authors":"Sinthya Novrizarny, Sularno Sularno, M. Razi A.","doi":"10.47233/jsit.v1i1.19","DOIUrl":"https://doi.org/10.47233/jsit.v1i1.19","url":null,"abstract":"Dinas Pendidikan Kota Padang saat ini menangani banyak lembaga pendidikan, akan tetapi pengelolaan perguruan tinggi belum dapat dilakukan secara optimal sehingga hal ini dapat mengakibatkan permasalahan pengelolaan pendidikan. Dinas Pendidikan Kota Padang telah memiliki website sebagai media informasi yang mampu diakses secara global, namun informasi-informasi yang ditampilkan dalam website tersebut bersifat umum, belum mampu menggambarkan secara detail mengenai keadaan suatu perguruan tinggi. Untuk itu diperlukan suatu rencana strategis, melalui perencanaan strategis inilah Dinas Pendidikan Kota Padang secara sistematis dapat menggambarkan suatu manajerial yang efektif dan efisien, yaitu dengan Sistem Informasi Geografis Pemetaan Perguruan Tinggi di kota Padang. Dengan adanya dukungan teknologi SIG yang berbasis web, sehingga pendistribusian informasi dapat meluas hingga seluruh nusantara. Penelitian ini menggunakan metode pengumpulan data dengan cara observasi, studi literatur, dan wawancara. Setelah data terkumpul dilakukan analisis kebutuhan sistem dan perancangan sistem yang meliputi perancangan proses, perancangan database, perancangan struktur menu dan perancangan interface. Selanjutnya implementasi sistem dengan memanfaatkan Google Maps API keys dan HTML sebagai bahasa MarkUpnya.","PeriodicalId":302680,"journal":{"name":"Jurnal Sains dan Teknologi (JSIT)","volume":"48 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120919039","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

Aplikasi Sistem Informasi Geografis Pemetaan Persebaran Alumni Universitas Dharma Andalas Berbasis Web 达摩安达拉斯大学校友地图地理信息系统的应用

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-08-29 DOI: 10.47233/jsit.v1i1.14

Eko Maidiansyah, Sularno Sularno, Faradika Faradika

引用次数: 0

Sistem Informasi Geografis Pariwisata Di Kota Sungai Penuh Berbasis Website Mobile 河流城市旅游的地理信息系统到处都是流动网站

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-08-29 DOI: 10.47233/jsit.v1i1.18

Andre Prasetyo, Sularno Sularno, Putri Anggraini

{"title":"Sistem Informasi Geografis Pariwisata Di Kota Sungai Penuh Berbasis Website Mobile","authors":"Andre Prasetyo, Sularno Sularno, Putri Anggraini","doi":"10.47233/jsit.v1i1.18","DOIUrl":"https://doi.org/10.47233/jsit.v1i1.18","url":null,"abstract":"Kota Sungai Penuh merupakan salah satu kota madya di provinsi jambi yang banyak dikunjungi wisatawan baik lokal maupun mancanegara. Hal ini dikarenakan Kota sungai penuh memiliki tempat-tempat wisata yang menarik. Namun, beberapa permasalahan muncul kepada para wisatawan yang mendatangi Kota sungai penuh. Apalagi wisatawan tersebut pastinya tidak mengetahui secara jelas daerah yang dikunjunginya. Tetapi, karena tidak mengetahui seluk-beluk lokasi yang dikunjungi, maka untuk mencari lokasi tempat wisata tentu menjadi hal yang sulit. Sedangkan menurut pendataan terkini, jumlah wisata yang tersebar di sekitar kota sungai penuh berjumlah 12 tempat wisata. Mengapa sedikit? Karna kota sungai penuh adalah pemekaran dari kabupaten kerinci, oleh karena itu, kota sungai penuh dan kabupaten kerinci membagi wilayah tempat wisata yang ada, Sistem Informasi Geografis pariwisata di kota sungai penuh Berbasis Website Mobile ini diharapkan dapat menjadi solusi untuk permasalahan tersebut. Pada System ini, pengguna hanya perlu membuka sistem informasi geografis berbasis website mobile secara online, kemudian sistem akan menunjukkan lokasi wisata terdekat yang bisa dijangkau oleh pengguna sehingga memudahkan pengguna untuk menemukan lokasi tempat wisata dengan cepat berdasarkan lokasi geografis yang ditunjukkan dalam bentuk peta.","PeriodicalId":302680,"journal":{"name":"Jurnal Sains dan Teknologi (JSIT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127808231","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

Pembangunan Sistem Informasi Penjualan Di Aliansi Coffe-Brew Berbasis Mobile Menggunakan Android Studio 建立一个基于手机的咖啡酿造联盟的销售信息系统，使用Android工作室

Jurnal Sains dan Teknologi (JSIT) Pub Date : 2023-08-29 DOI: 10.47233/jsit.v1i1.16

Anggit Marcellino, Sularno Sularno, Renita Astri

{"title":"Pembangunan Sistem Informasi Penjualan Di Aliansi Coffe-Brew Berbasis Mobile Menggunakan Android Studio","authors":"Anggit Marcellino, Sularno Sularno, Renita Astri","doi":"10.47233/jsit.v1i1.16","DOIUrl":"https://doi.org/10.47233/jsit.v1i1.16","url":null,"abstract":"Aliansi Coffe-Brew merupakan salah satu Coffe Shop tempat minum kopi yang terletak di Jalan Sungai Balang kelurahan Cupak Tangah kecamatan Pauh kota Padang Sumatera Barat yang menyajikan aneka macam minuman kopi. Coffe Shop ini ramai dikunjungi karena menu yang disajikan cukup unik dan letaknya yang dekat dengan area kampus. Untuk saat ini proses pemesanan dan transaksi pada coffe shop ini masih dilakukan secara manual sehingga masih banyak kendala dalam pelayanan kepada pelanggan. Untuk meningkatkan pelayanan dari coffe shop ini dibutuhkan aplikasi penjualan yang akan mengelola pesanan pelanggan, mengelola transaksi dan mengelola stok barang pada Aliansi Coffe-Brew. Aplikasi ini berbasiskan mobile. Aplikasi mobile yang dibangun menggunakan bahasa pemrograman Java dengan IDE Android Studio berfungsi untuk melakukan proses pemesanan, transaksi dan stok. Metode yang dihgunakan adalah pendekatan berorientasi objek menggunakan UML (Unified Modelling Language) yakni Use case diagram, Use Case Scenario. Dengan adanya aplikasi ini diharapkan dapat meningkatkan pelayanan terhadap pelanggan dengan memanfaatkan teknologi yang ada","PeriodicalId":302680,"journal":{"name":"Jurnal Sains dan Teknologi (JSIT)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131802563","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: 1