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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

Abstract

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.
Application of the Levenshtein Distance Algorithm in Searching for Data Advocates in Bengkulu City Iis Dahlia; Siswanto Siswanto; Aji Sudarsono
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.v2i1.422

Abstract

In this study, the development of a system that is able to assist the community in searching for advocates / lawyers, especially in Bengkulu City is carried out. Where the community enters the case they are experiencing, then matches the case that has been handled by an advocate in Bengkulu City. This match process is through the Levenstein Ditance algorithm approach. The final match result will be given to the public who are looking for a lawyer in the form of a match percentage level of the case handled. The Advocate Data Search Application in Bengkulu City was created using the PHP programming language and MySQL database. In the application, the Levenstein Distance Algorithm has been applied to make it easier to find advocate data by looking at the highest percentage level. In the process of searching for advocate data, the public enters the keyword of the case that is being experienced, then the system will read the keyword by comparing the case data that has been handled by the advocate in the database, resulting in a percentage level for each record in the database. In the Advocate Data Search Application in Bengkulu City, there are 2 access rights, namely Administrator and Community, each of which has different features. Based on the results of the tests that have been carried out, the Advocate Data Search Application in Bengkulu City has been running properly and the application is able to display search results through the stages of the Levenstein Distance Algorithm.
Aplikasi Pelayanan Servis AC Mobil pada Andromeda Bengkulu Indra Kanedi; Siswanto Siswanto
SITEKIN: Jurnal Sains, Teknologi dan Industri Vol 17, No 1 (2019): DESEMBER 2019
Publisher : Fakultas Sains dan Teknologi Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/sitekin.v16i2.7647

Abstract

ABSTRAKAplikasi pepelayan sevis AC mobil pada CV. Andromeda bengkulu dimana dalam proses kerja aplikasi pelayanan servis ini menggunakan bahasa pemrograman visual basic. 6.0. Metode yang dilakukan pada Aplikasi Pelayanan Servis AC Mobil pada ANDROMEDA ini menggunakan metode pengembangan sistem dan metode blackbox, yaitu dengan menguji form input data yang terdapat pada Aplikasi Pelayanan Servis AC Mobil pada ANDROMEDA. Hasil Aplikasi pelayanan servis ini pada CV.Andromeda  yaitu  tiga input dan empat output yang terdiri input perbaikan input pelanggan dan input transakasi sedangkan output terdiri dari laporan Perbaikan, laporan transaksi perhari dan perbulan, laporan nota, pengimputan dan laporan data-data pelayanan servis AC.Mobil Andromeda ini lebih akurat dan detil serta cepat dan efektip. Primary Key : Pelayanan, Transaksi, Servis AC Mobil 
Menentukan Bakat Dan Minat Olahraga Siswa Dengan Metode Weight Product Pada SMKN 1 Kota Bengkulu Indra Kanedi; Siswanto Siswanto
SITEKIN: Jurnal Sains, Teknologi dan Industri Vol 17, No 2 (2020): Juni 2020
Publisher : Fakultas Sains dan Teknologi Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/sitekin.v17i2.9584

Abstract

Minat dan bakat siswa merupakan dua faktor internal yang sangat erat hubungannya dengan pencapaian prestasi belajar siswa di sekolah. Minat sebagai aspek kejiwaan bukan saja dapat mempengaruhi tingkah laku individu, tetapi juga dapat mendorong individu untuk tetap melakukan dan memperoleh sesuatu yang diminatinya. Implementasi sistem menggunakan bahasa pemrograman Visual Basic 2010 dan metode penelitian yang digunakan pada penelitian ini adalah metode waterfall. metode waterfall mampu melakukan analisa kebutuhan bakat dan minat olahraga siswa  disekolah menegah kejuruan negeri 1 Kota Bengkulu. Dari hasil didapatkan bahwa sistem tersebut dapat membantu bakat dan minat olahraga siswa  di Sekolah Menegah Kejuruan Negeri 1 kota bengkulu. Kata Kunci : Sistem Pendukung Keputusan, Weight Product, Siswa
Penerapan Metode Moora dalam Penilaian Kinerja Guru di SMK Negeri 3 Kota Bengkulu Vivi Yesinthia; Siswanto Siswanto; Indra Kanedi
Jurnal Multidisiplin Dehasen (MUDE) Vol 1 No 1 (2022): Januari
Publisher : Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1119.893 KB) | DOI: 10.37676/mude.v1i1.1973

Abstract

Every school must have a Teacher Performance Assessment (PKG), one of which is SMK Negeri 3 Bengkulu. At this school, teacher performance assessments are carried out annually based on predetermined criteria. However, in the assessment process it is still done manually, the impacts that occur are errors in giving grades and differences in understanding between teachers because they feel less satisfied and inaccurate grades, causing instability in the teaching and learning process as well as gaps between teachers in schools. The teacher performance assessment application at SMK Negeri 3 Bengkulu City is an application that is used to facilitate the process of managing teacher performance assessment data in schools, where this application is made using the Visual Basic .Net programming language and SQL Server 2008r2 database. In this application, one of the Decision Support System Methods (DSS) has been applied, namely the Moora Method, so that the final result of the evaluation of teacher performance assessment is based on the calculation of the Moora Method. This can be used as an alternative in helping the school to add additional benchmarks for evaluating teacher performance assessment through the Moora Method approach which is calculated computerized so that the final score for each teacher will be made a ranking of the highest value to the lowest value. Based on the results of black box testing, the functionality of the teacher performance appraisal application at SMK Negeri 3 Bengkulu City has been running as it should and is able to display the final results of the teacher performance assessment based on the Moora Method process.
THE EFFECT OF CUSTOMER EXPERIENCE AND BRAND TRUST ON CUSTOMER LOYALTY ON ALLBAIK CHICKEN Hendri Antara; Siswanto Siswanto; Eska Prima Monique Damarsiwi
BIMA Journal (Business, Management, & Accounting Journal) Vol 1, No 2 (2020)
Publisher : Perkumpulan Dosen Muda (PDM) Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37638/bima.1.2.115-125

Abstract

The purpose of this study was to determine the effect of customer experience and brand trust on customer loyalty at Allbaik Chicken Sawah Lebar, Bengkulu City. The sample in this study were 50 customers who  made purchases at Allbaik Chicken Sawah Lebar Kota Bengkulu. Data collection using a questionnaire and the method of analysis used is multiple linear regression, test of determination and hypothesis testing.The sample in this study were 50 customers who  made purchases at Allbaik Chicken Sawah Lebar Kota Bengkulu. Data collection using a questionnaire and the method of analysis used is multiple linear regression, test of determination and hypothesis testingThe sample in this study was 50 customers who made purchases at Allbaik Chicken Sawah Lebar Kota Bengkulu. Data collection using a questionnaire and the analysis method used is multiple linear regression, the test of determination, and hypothesis testing.The results of the t-test regression analysis of the customer experience brand trust variable have a partially significant effect on the customer loyalty variable of consumers at Allbaik Chicken Sawah Lebar, Bengkulu. The results of the F test at the 0.05 significance level explain that the variables of customer experience and brand trust have a significant simultaneous influence on consumer customer loyalty at Allbaik Chicken Sawah Lebar Kota Bengkulu.
Web-Based Online Booking Service System Application Design using Software Development Life Cycle Method Rinto Diantara; Siswanto Siswanto; Yupianti Yupianti
Jurnal Media Computer Science Vol 1 No 1 (2022): Januari
Publisher : Fakultas Ilmu Komputer Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (947.852 KB) | DOI: 10.37676/jmcs.v1i1.1902

Abstract

The purpose of this research is to design a web-based online booking service system application to become a structured booking service data management system. The information obtained will be developed towards computerization through the internet network, which so far is still done conventionally. Data management that can be done by the admin is managing admin data, customer data, booking data, mechanical data, page data and contact data. This application also supports the creation of payment invoices. This web-based online booking service system application has two application interfaces, one for the customer and the other for the administrator. Based on the results of tests carried out both offline and online, this online booking service system application can process booking service data and this application successfully displays information about car services, both booking packages, additional packages, estimated costs and payment invoices. Based on testing using a questionnaire on a web-based online booking service system application, the results obtained are that this application is quite helpful in managing vehicle service booking data and this application can assist the repair shop in providing information related to vehicle service to customers.
Simulasi Sistem Otomasi Sederhana Pada Light Emitting Diode (LED) Berjalan di Sekolah Menengah Atas Negeri 6 Kabupaten Kepahyang Yoli Andi Rozzi; Siswanto Siswanto; Devi Sartika; Eko Suryana; Agung Pradana; Nanda Eka Juniawan
Jurnal Dehasen Untuk Negeri Vol 2 No 2 (2023): Juli
Publisher : Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jdun.v2i2.4276

Abstract

Community service activities in the form of socialization and practice regarding simple automation system simulations on running Light Emitting Diode (LED) have the aim of providing knowledge and information to students at SMAN 6 Kepahyang Regency so that they gain knowledge about current technological advances. The subjects in this community service activity were students at SMAN 6 Kepahyang Regency. The socialization process is carried out by providing information and hands-on practice in assembling components of a simple automation system simulation on a running Light Emitting Diode (LED). Where the running LED simulation is an example of a simple implementation of a simple automation system from artificial intelligence (Artificial Intelligence). In practice, the system will use the Arduino Uno Microcontroller for data processing. Then the result of this community service activity is that students at SMAN 6 Kepahyang Regency will gain knowledge about current technological advances, besides that students at SMAN 6 Kepahyang Regency are also expected to be able to develop more creative and innovative ideas related to technological developments that exists. The conclusions obtained from carrying out community service activities, especially students at SMAN 6 Kepahyang Regency are in the form of obtaining knowledge and information regarding simple automation systems on Light Emitting Diode (LED) running on the implementation of artificial intelligence (Artificial Intelligence), knowing what electronic components can be used in a simple automation system simulation on a running Light Emitting Diode (LED), practice directly in making a simple automation system simulation circuit on a running Light Emitting Diode (LED). Then through socialization and hands-on practice students at SMAN 6 Kepahyang Regency can gain knowledge so that in the future it is hoped that they will be able to develop more creative and innovative ideas, especially in the field of technology and information advancement.
Determination of Recipients of Livestock Assistance for Villages Using the Simple Additive Weighting Method Anisyah Juniarti; Siswanto Siswanto; Jhoanne Fredricka
Jurnal Media Computer Science Vol 2 No 2 (2023): Juli
Publisher : Fakultas Ilmu Komputer Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmcs.v2i2.3945

Abstract

Decision support systems are systems capable of providing data and information. In today's digital and globalization era, where the need for fast, precise and accurate information is very important. What's more, currently various public and private agencies will develop their businesses, one of which is to make changes by utilizing sophisticated technology such as computers as a substitute for human labor, The simple additive weighting method is one of the methods used to solve the problem of fuzzy multiple attribute decision making (FMADM). The simple additive weighting (SAW) method is a method used to find optimal alternatives from a number of alternatives with certain criteria. The result of this research is a software that adopts the SAW method which is able to assist the agriculture and animal husbandry department for decision making in determining recipients of livestock assistance every year.
Implementation of Forecasting Sales of Electronic Goods Using the Semi Average Method at Alex Electronics Store Merwin Afrizal; Siswanto Siswanto; Aji Sudarsono
Jurnal Media Computer Science Vol 2 No 2 (2023): Juli
Publisher : Fakultas Ilmu Komputer Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmcs.v2i2.4433

Abstract

Alex Electronics Store is one of the Electronics Stores in Kepahiang. So far, the sales system at the Alek Elektronik Store is still done manually where every sale will be made a sales note that will be given to consumers, and then a recapitulation is made at the end of the month how many items are sold at the Alex Elektronik Store. In addition, the shop owner checks regularly by looking at the remaining inventory one by one, if the remaining electronic goods are less than 10, purchases will be made to increase the existing stock. However, this takes quite a long time, and the store only sees the remaining stock of goods at the end of the month, and the large number of items in the store makes it difficult for the store to determine the amount to buy, because it does not see sales data that occurred during the previous few months. Implementation of forecasting sales of electronic goods using the Semi Average Method at the Alex Elektronik Store is used to provide information on the results of forecasting the number of sales of electronic goods in each forecast month based on data analysis of the number of sales of electronic goods for the last 12 months. In this study, a supporting application was built by implementing the Semi Average Method in it so that the forecasting process for sales of electronic goods can be easily used. With this application, it can provide information to the owner of the Alex Electronics Store so that he can manage the availability of electronic goods in the store by looking at the results of the sales forecast of electronic goods in the following year, thus avoiding errors in the management of the availability of electronic goods. Based on testing using the MAPE method, the results of the accuracy of forecasting using MAPE are obtained, it is concluded that the MAPE value obtained is 96.67%..