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Comparative Analysis of the K-Means Algorithm and the K-Medoid Algorithm in Clustering the Elderly Population Renal Pujangga; Siswanto Siswanto; Arius Satoni Kurniawansyah
GATOTKACA Journal (Teknik Sipil, Informatika, Mesin dan Arsitektur) Vol 2, No 2 (2021)
Publisher : Perkumpulan Dosen Muda (PDM) Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37638/gatotkaca.v2i2.425

The Central Bureau of Statistics is a Non-Ministerial Government Institution that is directly responsible to the President. So far, population data by sex and age group is done by calculating the population based on the age range starting from 0-4 years old up to 75+ which is separated by male and female sex (data attached). The data that has been processed so far is only a projection of population data, and is not reprocessed to obtain information about the grouping of population data by age. So Bengkulu City BPS has difficulty in mapping out the best program for the elderly population because Bengkulu City BPS does not yet have valid data on the number of elderly residents. The grouping of elderly population data in the K-Means Method and the K-Medoids Method was divided into 2 groups, namely high and low groups. Clustering based on male gender, the results of grouping in each clueter are different, while the number of iterations that occur is the same but the processing time between the two methods is different, where the K-Medoids method is faster than the K-Means method. Clustering based on female gender, the results of grouping in each clueter are different, while the number of iterations is the same but the processing time between the two methods is different, where the K-Medoids method is faster than the K-Means method. The results of the comparative analysis between the K-Means and K-Medoids method, it was found that the differences in the results of grouping, iteration and processing time occurred depending on the initial centroid value used in each method.

Android-Based Geographic Information System (GIS) in Making Village Location Maps in Bengkulu City Agil Setiawan; Herlina Latipa Sari; Arius Satoni K
GATOTKACA Journal (Teknik Sipil, Informatika, Mesin dan Arsitektur) Vol 2, No 1 (2021)
Publisher : Perkumpulan Dosen Muda (PDM) Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37638/gatotkaca.v2i1.416

Geographic Information System is one of the information management systems whose development is very fast along with the increasing development of human intelligence. In its development, what is needed to develop a Geographic Information System is data and information. Geographic Information System is very important for the development of an area. One of them is the Geographic Information System about the location of urban villages in Bengkulu City. The presence of the Geographic Information System is expected to provide convenience to people who need information about the location of urban villages in Bengkulu City. In this study, an application was developed by implementing a Geographic Information System that was able to display a map of the location of the village head office with the help of Google Map Api, and also the basis of this application there were two types, namely Web and Android. This Geographic Information System is divided into 2 application parts, namely web-based applications and Android-based applications. For data processing using a web application, while to get information about the location of the village head office can use the android application. Based on the results of the tests that have been carried out, with black box testing, it was found that the Android application succeeded in automatically displaying the location of the village head office along with information and routes.

Aplikasi Nilai Mahasiswa Fakultas Teknik Universitas Muhammadiyah Bengkulu Berbasis Web Arius Satoni Kurniawansyah; Rizka Tri Alinse; Rina Julita
Jurnal Media Infotama Vol 13 No 1 (2017)
Publisher : UNIVED Press

Informasi yang diperoleh dari internet itu bermacam-macam tergantung dari informasi yang dibutuhkan user (Pemakai). Salah satu informasi yang kita peroleh adalah banyaknya situs-situs pendidikan mulai dari tingkatan SMA sampai dengan tingkat Kampus Akademik. Bagi Lembaga Pendidikan, sebuah Sistem Informasi sangat dibutuhkan untuk media informasi dalam menjalankan Visi dan Misi Lembaga. Pada penelitian ini dibangun sebuah Aplikasi Nilai Mahasiswa Fakultas Teknik Universitas Muhammadiyah Bengkulu Berbasis Web. Pelayanan informasinya dibatasi pada informasi nilai mahasiwa Fakultas Teknik Prodi Teknik Informatika UMB. Tujuan Penelitian adalah untuk mengetahui bagaimana cara membuat Aplikasi Nilai Mahasiswa yang berbasis web di Fakultas Teknik UMB, meningkatkan kualitas pelayanan informasi nilai bagi mahasiswa di Fakultas Teknik UMB, dan memudahkan mahasiswa Fakultas Teknik UMB dalam mengakses informasi nilai. Adapun manfaat dari penelitian ini adalah dapat menghasilkan suatu Aplikasi Nilai Mahasiswa berbasis web yang terbaru di Fakultas Teknik UMB dan Mahasiswa Fakultas Teknik UMB dapat memperoleh informasi nilai secara cepat, mudah, dan efisien. Metodelogi pengembangan Aplikasi Nilai Mahasiswa Fakultas Teknik Universitas Muhammadiyah Bengkulu Berbasis Web ini adalah analisa data, spesifikasi kebutuhan perangkat lunak, perancangan kebutuhan fungsional, dan implementasi. Perangkat lunak yang digunakan adalah Macromedia DreamWeaver 8 dengan bahasa pemrograman PHP dan MySQL untuk menyimpan basis datanya. Hasil penelitian ini berupa sebuah Aplikasi Nilai Mahasiswa Fakultas Teknik Universitas Muhammadiyah Bengkulu Berbasis Web. Aplikasi yang Berbasis Web adalah sebuah aplikasi yang mengelola data menjadi informasi dan informasi tersebut diupload melalui Website, sehingga para pengakses informasi dengan mudah mendapatkan informasi yang diperlukannya.Kata kunci : User, Website

PEMBUATAN APLIKASI PERIKLANAN SUSUNAN ACARA KEGIATAN UPACARA TRADISIONAL TABOT DI BENGKULU Rizka Tri Alinse; Arius Satoni Kurniawansyah
(JurTI) Jurnal Teknologi Informasi Vol 3, No 2 (2019): DESEMBER 2019
Publisher : Universitas Asahan

Abstract - Tabot culture has become a routine ritual of the city of Bengkulu. In addition, the Tabot event can also attract tourists to visit the city of Bengkulu. An ad can be said to be of quality if the ad is able to convey the contents of the advertisement to its customers. Because of the promotion needs, business actors make advertisements so that consumers are interested in using their products. Consumers can capture the contents of the ad if they want to follow and listen carefully, for that we as people in the world of multimedia must be able to make an ad that promotes the product or service with packaging that is attractive and easy to understand by consumers, so consumers are not bored first see the article before the ad is delivered. Then the quality of an advertisement is very influential on the quality of marketing of its products or services. If an advertisement is packaged as attractive as possible, the consumer can be interested and can easily respond to the message content of the ad. So that the producer can take the hearts of consumers and finally the product or service advertised will get a position in the hearts of consumers that will have an impact on the expected marketing results. On 1 to 10 Muharram H (Arabic Calendar) every year in the city of Bengkulu the Tabot Festival is held. The Tabot Festival is held based on the Tabot Cultural Party held by the people of Bengkulu City in commemoration of the death of Amir Hussain, the grandson of Prophet Muhammad SAW, in Padang Karbala (Iraq). This Tabot culture has become a routine ritual of the city of Bengkulu. In addition, the Tabot event can also attract tourists to visit the city of Bengkulu Abstrak - Budaya Tabot telah menjadi suatu ritual rutin masyarakat kota Bengkulu. Selain itu Acara tabot juga dapat menarik wisatawan untuk berkunjung ke kota Bengkulu. Sebuah iklan dapat dikatakan berkualitas jika iklan tersebut mampu menyampaikan isi dari iklan tersebut kepada para konsumennya. Karena kebutuhan promosi maka para pelaku dunia bisnis membuat iklan agar para konsumen tertarik menggunakan produknya. Para konsumen bisa menangkap isi iklan jika mereka mau mengikuti dan menyimak dengan seksama, untuk itu kita sebagai orang yang berkecimpung di dunia multimedia harus mampu membuat sebuah iklan yang mempromosikan yang menarik dan mudah dipahami konsumen, sehingga konsumen tidak bosan terlebih dahulu melihat ikaln tersebut sebelum iklan selesai disampaikan. Maka kualitas suatu iklan sangat berpengaruh terhadap kualitas pemasaran produk atau jasanya. Jika suatu iklan dikemas dengan semenarik mungkin maka konsumen itu dapat tertarik dan bisa merespon isi pesan dari iklan tersebut dengan mudah. Sehingga pihak produsen bisa mengambil hati para konsumen dan akhirnya produk atau jasa yang di iklankan akan mendapat posisi di hati para konsumen yang akan berdampak pada hasil pemasaran yang diharapkan. Budaya Tabot ini telah menjadi suatu ritual rutin masyarakat kota Bengkulu. Selain itu Acara tabot juga dapat menarik para pengunjung yang datang ke kota Bengkulu.

DESAIN PROGRAM UNGGULAN PADA SISTEM ELECTRONIC-GOVERNMENT PEMERINTAH KABUPATEN SELUMA Arius Satoni Kurniawansyah; Rizka Tri Alinse
(JurTI) Jurnal Teknologi Informasi Vol 3, No 2 (2019): DESEMBER 2019
Publisher : Universitas Asahan

Abstract - The presence of an Electronic Government is information and telecommunications technology for efficient and effective government administration, as well as providing transparent and satisfying public services. The integration of information systems today greatly influences public institutions such as regional and central government. The current regional government system has begun to be integrated in a technology that can be controlled from the central government. An example is the application of electronic-government (e-Gov) which began to be implemented in Indonesia and in several regions. The stages of the research method are Application for permission for research from the Research and Community Service Institute of Dehasen University Bengkulu, Research Permit from Seluma Regency DPMPPTSP, Government data collection both manual and computerized, Grouping of Government data namely Regional Superior Program Name per each OPD in Seluma Regency in 2019. A cross-sectoral development program to create superior and prosperous Seluma District people by improving infrastructure, facilities and infrastructure, including tourism and leading sectors and optimizing superior products. One solution and alternative that promises to create transparency in realizing good governance is with an electronic government management system (e-government). Management of institutions / agencies electronically for both private and government in addition to increasing transparency, can also improve the quality of work produced by the Regional Government.Abstrak - Hadirnya sebuah Electronic Government adalah teknologi modern dewasa ini sebagai pelayanan secara elektronik bagi pemerintah dengan memberikan pelayanan yang terbaik untuk masyarakat. Terintegrasinya sistem informasi dewasa ini sangat mempengaruhi lembaga-lembaga publik seperti pemerintah daerah dan Pemerintah Pusat. Sebuah system pemerintah sekarang sudah terintegrasi dalam sebuah teknologi yang dapat monitor oleh pemerintahan pusat. Contohnya adalah sekarang penerapan electronic-government (e-Gov) telah di implementasikan di Indonesia dan di beberapa daerah. Tahapan metode penelitiannya adalah Permohonan izin untuk penelitian dari Lembaga LPPM Universitas Dehasen Bengkulu, Izin penelitian dari DPMPPTSP Kabupaten Seluma, Pengumpulan data Pemerintahan baik yang masih manual maupun yang sudah terkomputerisasi, Pengelompokan data Pemerintahan yakni Nama Program Unggulan Daerah per setiap OPD di Kabupaten Seluma Tahun 2019. Program pembangunan lintas sektoral guna mewujudkan masyarakat Kabupaten Seluma yang unggul dan sejahtera dengan meningkatkan infrastruktur, sarana dan prasarana, termasuk wisata serta sektor unggulan dan optimalisasi produk unggulan. Ada sebuah alternative yang dapat digunakan untuk membangun sebuah transparansi dalam mewujudkan Pemerintahan yang baik adalah dengan sebuah e-government. Pengelolaan Lembaga secara digital baik untuk swasta maupun Pemerintah selain dapat meningkatkan transparansi, juga dapat meningkatkan kualitas kerja yang dihasilkan oleh Pemerintah Daerah.

PENERAPAN ALGORITMA ROUGH SET DALAM MEMPREDIKSI HASIL UJIAN KOMPETENSI KEBIDANAN Arius Satoni Kurniawansyah
JSAI (Journal Scientific and Applied Informatics) Vol. 4 No. 2 (2021): Juni 2021
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v4i2.1504

Berdasarkan Peraturan Bersama antara Kementerian Pendidikandan Kementrian Kesehatan Tentang Ujian Kompetensi Tahun 2013 No. 36/2013 & No.I/Iv/Pb/2013, maka seluruh Perguruan Tinggi Kesehatan di Seluruh Indonesia wajib untuk melaksanakan Ujian KompetensiÂ sebagai syarat utama mendapatkan gelar bagi mahasiswa kesehatan dalam menyelesaikan studinya. Di Akbid Dehasen Bengkulu, Lulus Ujian Kompetensi juga merupakan syarat utama untuk meraih gelar Amd.Keb. Oleh sebab itu mahasiswa Kebidanan Dehasen Bengkulu diwajibkan mengikuti Ujian Kompetensi. Sebelum melakukan Ujian Kompetensi, dosen ataupun pihak kampus ingin mengetahui prediksi jumlah mahasiswa yang lolos dalam melaksanakan Ujian Kompetensi. Adapun Algoritma dalam memprediksi hasil kelulusan ini menggunakanAlgoritma Rough Set. Penelitian ini dilakukan dengan mengamati beberapa variabel penelitian yang sering dipertimbangkan oleh perguruan tinggi kebidanan khususnya bagian akademik dalam memprediksi hasil ujian kompetensi, yaitu 7 variabel nilai dalam ujian kompetensi kebidanan yaitu nilai dengan tipe soal tentang Ibu Hamil, Ibu Bersalin, Ibu Nifas, BBL, KB, Kespro, dan Patologi. PadaAlgoritma Rough Set Variabel nilai hasil ujian kompetensi diakumulasikan menjadi sebuah variabel nilai dan diklasifikasikan pada kelas-kelas yaitu kelas jumlah muncul dan keterangan kelulusan. Hasil penelitian ini adalah berupa sebuah knowledge dalam memprediksi hasil ujian kompetensi kebidanaan dengan mengimplementasikanAlgoritma Rough Set pada perangkat lunak Rosetta. Dari hasil penerapanAlgoritma Rough Set dalam memprediksi hasil ujian kompetensi kebidanan, dapat di simpulkan bahwaAlgoritma Rough Set efektif dan efisien dalam menentukan hasil yang akurat sesuai dengan data aktual untuk sebuah acuan prediksi hasil kelulusan ujian kompetensi kebidanan di Akbid Dehasen Bengkulu.

Building an Online-Based Point of Sale Application at the Anton Store Andika Septian Nugraha; Sapri Sapri; Arius Satoni Kurniawansyah
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 1 No. 2 (2021): DESEMBER
Publisher : Penerbit ADM

Anton Bengkulu shop is a shop that sells goods and food for daily needs. So far, the processing process at the Anton Bengkulu Store has not used a computer for sales transactions, all of these processes are still using manual notebooks, and manual notes (data attached). This makes it difficult for the Anton Bengkulu Store to find out the availability of stock of goods and reports on the sale of goods at the Anton Bengkulu Store, because they have to calculate one by one the notes that have been issued and because there are also sales that do not use notes, so that it can cause losses and the stock of goods does not match the needs. which exists. The Online-Based Point Of Sale application at the Anton Store is an application that was built to make it easier for consumers to view and order products and shop at the Anton Store. This point of sale application can be accessed via the online link http://andika.vadapp.my.id so that it can be opened anytime and anywhere. This Point Of Sale application is made using the PHP programming language and MySQL database. This application displays information on products sold at the Anton Store, and there are 2 access rights applied to this application, namely administrator access rights and consumer access rights which have different functions. Based on the tests that have been carried out, the results show that the functionality of the Point Of Sale Application at the Anton Store runs as expected.

Application of Tsukamoto's Fuzzy Logic in Determining the Level of Service Quality at the Bengkulu Province Library and Archives Service Wiwin Purnama Sari; Mesterjon Mesterjon; Arius Satoni Kurniawansyah
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 1 No. 2 (2021): DESEMBER
Publisher : Penerbit ADM

Fuzzy logic is part of an artificial intelligence system that emulates human ability to think into algorithms which are then run by machines. At the Bengkulu Province Library and Archives Service, there is no application that can help to determine the quality of service based on the value given by the respondent. Service Quality Level Application at the Bengkulu Provincial Library and Archives Service is an application built to facilitate library members in providing value to the quality of services provided by the Bengkulu Provincial Library and Archives Service, and this application applies the Tsukamoto Fuzzy Logic method where the level of service quality is divided into 5 levels, namely Very Good, Good, Fairly Good, Less Good and Not Good. Based on the results of the tests that have been carried out, the functionality of the application has run as expected, and the Service Quality Level Application at the Bengkulu Provincial Library and Archives Service for 2021 is Very Good and this application is able to display the level of service quality every year through the Tsukamoto Fuzzy Logic Method approach.

Sosialisasi Internet Sehat Pada Pelajar Di Sman 05 Bengkulu Tengah Arius Satoni Kurniawansyah; Leni Natalia Zulita; Herlina Latipa Sari; Sapri Sapri; Indra Utama
Jurnal INDONESIA RAYA (Pengabdian pada Masyarakat Bidang Sosial, Humaniora, Kesehatan, Ekonomi dan Umum) Vol 1, No 2 (2020)
Publisher : Perkumpulan Dosen Muda Bengkulu

Masalah Internet merupakan salah satu hasil dari kecanggihan dan kemajuan ilmu pengetahuan dan teknologi buatan manusia. Internet adalah singkatan dari Interconnected Networking yang apabila diartikan dalam Bahasa Indonesia berarti rangkaian komputer yang terhubung di dalam beberapa rangkaian jaringan. Allan (2005) berpendapat bahwa “Internet merupakan sekumpulan jaringan computer yang saling terhubung satu sama lain secara fisik dan juga memiliki kemampuan untuk membaca dan menguraikan berbagai protocol komunikasi tertentu yang sering kita kenal dengan istilah Internet Protocol (IP) serta Transmission Control Protocol (TCP)..”Perilaku kita ber-Internet berkaitan langsung dengan sedikit-banyaknya materi negatif yang mengancam kita. Semakin kita waspada dan tidak ceroboh ketika menggunakan Internet, maka akan makin kecil kemungkinan kita, anak, remaja atau anak didik kita terpapar berbagai materi negatif dari Internet. Salah satu langkah antisipasi untuk menangkal materi negatif tersebut adalah dengan menginstal software pengaman di komputer kita. Yang harus diingat adalah, berbagai macam software yang tersedia tidaklah menggantikan peran orang-tua, guru ataupun komunitas dalam memberikan keamanan dan kenyamanan anak, remaja atau anak didik kita selama ber-Internet. Software hanyalah alat bantu, yang tidak bisa menjamin 100% menghalau materi negatif dari Internet.

Application of Parking Retribution Income Forecasting at PT Bumi Daya Plaza Bengkulu City Using Trend Method Non Linear Squadratic Model Fido Rama Nugraha; Jusuf Wahyudi; Arius Satoni Kurniawansyah
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 2 No. 1 (2022): JUNI
Publisher : Penerbit ADM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v2i1.783

The calculation of parking retribution income which has been managed by PT. Bumi Daya Plaza Bengkulu City used Microsoft Excel application. Data processing is only limited to revenue recapitulation. Then a forecasting application will be made that will be used to forecast future income, for the benefit of the company by using Trend Method Non-Linear Quadratic Model. Trend Method NonLinear Quadratic Model is a trend in which the value of the dependent variable increases or decreases linearly or a parabola occurs when the data is made a scatter plot (the relationship between the dependent and independent variables is quadratic) tend to be in one direction (up or down), such trends generally include movements lasting about 10 periods or more. This motion reflects the nature of continuity or a continuous state from time to time over a certain period of time, because of the nature of this continuity, the trend is considered a stable motion so that in interpreting it a mathematical model can be used, according to the circumstances and the time series data itself. Trend can be a straight line (regression/linear trend) or non-straight (regression/non-linear trend). The results obtained are derived from the processing of income for the last 12 months using Trend Method Non-Linear Quadratic Model. With data that has been processed from January 2020 to December 2020, it produces income forecasting at the T001 parking point of Rp. 467,272 and at the T002 parking point of Rp. 15,814,697 in January 2021. By using Trend Method Non-Linear Quadratic Model can determine forecasting/ prediction of parking retribution income in the future using preexisting data.

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