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Paradigma
Published by Universitas Bina Sarana Informatika
ISSN : 14105063     EISSN : 25793500     DOI : http://dx.doi.org/10.31294/paradigma
Core Subject : Science,
Computer Science & IT
The Paradigma Journal is intended as a medium for scientific studies of research, thought and analysis-critical issues on Computer Science, Information Systems, and Information Technology, both nationally and internationally. The scientific article refers to theoretical reviews and empirical studies of related sciences, which can be accounted for and disseminated nationally and internationally. Paradigma Journal accepts scientific articles research at Expert Systems, Information Systems, Web Programming, Mobile Programming, Games Programming, Data Mining, and Decision Support Systems.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 136 Documents
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KLASIFIKASI ANAK BERKEBUTUHAN KHUSUS TUNAGRAHITA MENGGUNAKAN METODE ALGORITMA C4.5 Priyatama, I Made Dananjaya; Ridwansyah, Ridwansyah
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 1 (2022): Periode Maret 2022
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i1.1087

Abstract

Children with mental retardation are children who have differences from other children that can be seen significantly with our naked eyes, because they are children with special needs both mentally, physically and can be seen from their psychology. Intellectuals of mentally retarded children are socially slower to do everything in achieving the goals they want optimally. Children with mental retardation usually have disorders such as speech disorders or physical and mental disabilities, as well as uncontrollable emotions. The problems that exist with teachers of children with special needs are because many teachers do not know the characteristics of mentally retarded children and how to handle them through IQ levels and several other factors. In solving problems for children with special needs, these children need to be classified due to their differences from one person to another in developmental delays and physical conditions they experience, so it is necessary to distinguish educational or teaching strategies that are designed and programmed for them. With the C4.5 algorithm method, which can classify children with special needs based on existing characteristics with data that is tested with a model that is used cross validation and evaluated with a confusion matrix. Based on the results of testing with this method, the accuracy obtained is very high so that it can be used by teaching staff from the accurate information.
Penentuan Pola Pembelian Sparepart Pada PT Shavard Andalan Global Dengan Metode Apriori Rangian, Andre Raymon; Fitriana, Saghifa
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 1 (2022): Periode Maret 2022
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i1.1093

Abstract

In the business world, data is very important information for companies to develop their business space. In the business space of a company, by maximizing the quality of a product. The realm of the business world, especially maintenance such as spare parts, agents, and workshops, is required to be able to promote its business strategy in selling spare parts. The strategy that must be carried out is with good service for consumers such as providing stock of goods so that there is no stock of spare parts that are often purchased by consumers and the goods sold are not defective. Data mining is in the form of knowledge or information by looking for certain patterns or rules from a number of data. In Data Mining there are many methods, one of which is the association method or often called Association rules mining. Therefore, the availability of various types of spare parts and the number of items in Shavard must be recorded every day in order to support and maintain smooth distribution to consumers, so that customer service activities run well. Data mining is able to create an intelligent business environment, to face the increasingly high level of competition in the spare parts business in the future. Data mining produces association rules between items in January 2019 to December 2019, known patterns of spare parts sales. If you buy P&RK, you will buy ACI and DH SV-512 with a support value of 33% and a confidence value of 66.67%.
Data Mining Menggunakan Algoritma K-Means dengan Weka Interface untuk Klasterisasi Dosen Yang Memiliki Jabatan Fungsional pada Perguruan Tinggi Swasta dilingkungan LLDikti Wilayah III Noviyanto, Noviyanto; Ekasari, Prita
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 1 (2022): Periode Maret 2022
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i1.1112

Abstract

Permanent lecturers and lecturers who have functional positions absolutely must be owned by every university in Indonesia in order to fulfill the provisions of the legislation. Article 48 paragraph (2) of Law Number 14 of 2005 concerning Teachers and Lecturers states that the level of academic positions of permanent lecturers consists of asisten ahli, lektor, lektor kepala dan profesor. Lecturers still have to comply with these rules by submitting proposals for functional positions if they fulfill the qualification, in addition, universities where lecturers work must also proactively encourage lecturers to fulfill their obligations. Many lecturers from various universities, even though they have fulfill qualification, did not immediately take the initiative to propose their functional positions. In grouping the data for permanent lecturers and lecturers who have functional positions using data mining techniques, the k-means clustering method. The data is taken from the link https://pddikti.kemdikbud.go.id/. The results of this study are clusters of the number of permanent lecturers and lecturers who have functional positions into 3 clusters. There are 15 private universities (PTS) in the LLDikti III region with clusters of permanent lecturers and lecturers who have the most functional positions, then the medium level cluster is 45 private universities and the lowest cluster is 228 private universities.
Penentuan Karyawan Teladan Pada PT. Jiangmen Electronics Indonesia Menggunakan Metode Simple Additive Weighting Yunita, Norma; Maulana, Imron; Marlina, Siti
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 1 (2022): Periode Maret 2022
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i1.1121

Abstract

In making decisions for exemplary employees, PT Jiangmen Electronics Indonesia uses several methods, namely taking an assessment of the attendance every three months, and individual assignments given by the supervisor. The data obtained after that must be reprocessed into an assessment to produce exemplary employee decisions. Data is collected for collection from the types of criteria such as assessment of attendance, work results, work efficiency, working time, work behavior, from the results of the combined assessment, will be processed manually with a data processing application from Microsoft Excel. The appropriate data will be given directly to the head of the section for selection of exemplary employees. The existence of the Simple Additive Weighting (SAW) method can determine with many criteria in making an exemplary employee appraisal decision and the time required for data processing will also be faster and more efficient. The purpose of this study is to assist companies in the process of selecting exemplary employees. For the largest value on the absenteeism criteria is alternative A1 or employees on behalf of Bambang, for the largest value on the work results criteria is alternative A18, the selected employee is Andy, while for the criteria for work efficiency the largest value on alternative A19 or the selected employee is Riky, for the greatest value with the criteria of working time on alternative A5 the selected employee is Irfan and for the largest value of the criteria for work behavior on alternative A2 the selected employee is Imron.
Improving Population Services With Application of Genetic Algorithm Laia, Yonata; Hutagalung, Naomi Br; Purba, Imanuel; Sitopu, Juli Rostianita
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 2 (2022): September 2022 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i2.1252

Abstract

Abstrak - Sistem komputerisasi saat ini sudah lah menjadi alat biasa di gunakan perusahaan, perkantoran seperti dalam pengurusan pengajuan kk, aktalahir, ktp. Dalam hal ini masalah yang sering tejadi pada kator lurah atu kantor camat adalah lamnya antrian dalam pelayanan setiap masyarakat yang akan mengurus pengajuan pembuat berkas-berkas mereka, maka dengan itu perlu ada sebua sistem yang akan membantu setiap pegawai dan lebih meminimalisir kinerja dari penanggung jawab pengurusan berkas. Pada peneltiian ini akan menggunakan metotode penjadwalan dengan algoritma genetika. Hasil dari penelitin berhasil meminimalisir waktu tunggu oleh masyarakat yang akan mengajukan berkas.
Analysis Forecasting Sales With Single Exponential Smoothing Method Manalu, Abraham; Roito, Dewi; Rizkiadina, Eika; Laia, Yonata
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 2 (2022): September 2022 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i2.1255

Abstract

Currently, as we know, with the use of computer-based systems, almost everyone's activities depend on computer-based systems. One of the now very acceptable uses of the application is the sales system. In this research, the problem faced is the difficulty of determining the amount of inventory stock each month. The reason is the number of types of goods that are not small. This is what the researcher wants to solve the problem with the single exponential smoothing method. Because the method used can do fortune-telling in the short term, for example, one month ahead. The results of this study succeeded in predicting the amount of inventory in stock every month.
Implementation of The Apriori Algorithm Method to Analyze the Pattern of Motorcycle Sales at PT. Alpha Scorpio Sihombing, Oloan; Simamora, Veronica T. D.; Leo, Vivian P.; Marpaung, Petrus Kristian P.
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 2 (2022): September 2022 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i2.1279

Abstract

This study discusses how to make a pattern in the motorcycle sales process, where every month the sales of each type of motorcycle must be different. So that every employee is overwhelmed in classifying the types of items that will be recommended in adding stock. The goal is to keep consumer demand met every month. Based on the research that has been done, this study concludes: the results of research with a minimum support limit of 30% and a minimum confidence of 70%, form 20 rules every year. One of the rules established is that if a 2X4 motorcycle is sold, the Yamaha A 90 type is sold with a support value of 45% and a confidence value of 74.46%.This study discusses how to make a pattern in the motorcycle sales process, where every month the sales of each type of motorcycle must be different. So that every employee is overwhelmed in classifying the types of items that will be recommended in adding stock. The goal is to keep consumer demand met every month. Based on the research that has been done, this study concludes: the results of research with a minimum support limit of 30% and a minimum confidence of 70%, form 20 rules every year. One of the rules established is that if a 2X4 motorcycle is sold, the Yamaha A 90 type is sold with a support value of 45% and a confidence value of 74.46%.
Comparison of SAW and Topsis Methods in The Selection of The Best Online Bike Shops Jannah, Pri Camelia Marissa; Handayani, Rani Irma; Cahyani, F. Lia Dwi
Paradigma - Jurnal Komputer dan Informatika Vol. 25 No. 1 (2023): March 2023 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/p.v25i1.1314

Abstract

The need for information technology in this pandemic era is greatly increasing. Many people meet their needs by doing buying and selling transactions as if they were online. Through a decision support system using the SAW (Simple Additive Weighting) and TOPSIS (Technique for Others Reference by Similarity to Ideal Solution), methods can provide the best decision in choosing the best online bicycle store site. On the result of the calculation, it is obtained that the results of the two are appropriate. The SAW and TOPSIS methods produced the same ranking, namely the Rodalink site got the highest ranking with a value of 1.019 on the SAW method of 0.833 on the TOPSIS method followed by serbasepeda, united, and cycles. The results of comparing calculations using these 2 methods are considered the SAW method is the most relevant method.
Inventory Information System Audit Using Cobit 5 Domain MEA at PT. Telkom Akses Pontianak Hermawati, Noor Hellyda; Rosyida, Susy
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 2 (2022): September 2022 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i2.1317

Abstract

PT. Telkom Akses Pontianak has an inventory system that has been used so far. During the research, several findings were found, such as information related to material availability, an ineffective system related to expenditure data that has an impact on the company's periodic reports, and the lack of optimization of existing human resources. so that the existing problems become the basis for conducting an audit of the information system used. The audit refers to the COBIT 5 framework using the MEA Domain. The results of the capability level of each MEA subdomain itself and the Gap Analysis are found. With the capability value of MEA 01 subdomain worth 3.83, MEA 02 subdomain worth 3.60, and MEA 03 subdomain worth 3.69, with an average value of 3.70 with Predictable Process description which means the object under study has reached the process. set runs within a defined limit to achieve the process objectives. And with the Gap Analysis calculation, namely the MEA 01 subdomain worth 1.2, MEA 02 subdomain worth 1.4, and MEA 03 subdomain worth 1.3, with an average value of 1.3 which means the company still needs to improve related to information systems. Inventory is used to obtain optimal results for all stakeholders.
A Mengukur Tingkat Kematangan Organisasi Dalam Proses Pengembangan Perangkat Lunak Menggunakan Metode CMMI-Dev Frangky, Frangky
Paradigma - Jurnal Komputer dan Informatika Vol. 24 No. 2 (2022): September 2022 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/paradigma.v24i2.1358

Abstract

The great influence of technological developments on many aspects of life, among others, is seen in major changes in economic, social, and political processes, and even the world of education. As experienced by the College of XX, an organization engaged in the world of education. The implementation of information technology products such as applications has been carried out, but it was found that during the development period until now, the College of XX has never measured the level of organizational maturity in the software development process, so the organization cannot know what system performance is like, and what kind of feedback from users include students, lecturers, education staff on the performance of the system they have. Therefore, it is necessary to measure the level of organizational maturity in the software development process using the CMMI-Dev method. Based on the 22 process areas offered by CMMI-Dev, then adjustments are made to the process area with the system that is owned, the process area in question is Product Integration (PI) or Product Integration and Validation (VAL) or Validation. After conducting the Gap Analysis, it was found that the maturity level (maturity) is 3.5 with a nominal gap value of 0.5 and the percentage gap value of 50% is the lowest Gap, it is concluded that the organizational maturity level is currently at level 2. This means that the process has been planned and carried out in accordance with existing policies, and the human resources employed are skilled in their fields and have other adequate resources. However, in its application, there are still domains that must be improved and improved in order to reach the maximum level. It is recommended to implement the SOP and always evaluate whether the process has behaved consistently and stably.

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