scholarly journals Rekomendasi Penerimaan Beasiswa Yayasan Untuk Siswa Baru SMK TI Airlangga dengan Algoritma C4.5

2021 ◽  
Vol 5 (2) ◽  
pp. 609
Author(s):  
Azahari Azahari ◽  
Nursobah Nursobah
Keyword(s):  
Selection Process ◽  
Compulsory Education ◽  
Opportunity To Learn ◽  
Vocational High School ◽  
Scholarship Recipients ◽  
C4.5 Algorithm ◽  
Government Education ◽  
Long Time ◽  
New Students ◽  
The Right

The foundation scholarship path is a facility provided by the private sector to help government education programs realize 12 years of compulsory education, one of which is a three-year vocational high school education facility and of course the foundation will take into account who deserves three years of learning opportunities for students. Now this will help many parties who really deserve the opportunity to learn to foster their enthusiasm for learning again, but in this case also the foundation must certainly select candidates who apply for the scholarship, of course there are many who want to get the scholarship so that correct, accurate considerations must be made so that the scholarship does not fall into the wrong hands, one of the right ways is to classify the incoming data using the C4.5 algorithm application so that the canteen selection process does not It takes a very long time and based on research, the final result of the C4.5 algorithm will form a decision tree to simplify the process of reading the result data and it is hoped that this will help the foundation in the selection of foundation scholarship recipients for new students. and the results obtained are 57% nominated students have the opportunity to receive scholarships provided by SMK TI Arilangga.

scholarly journals DECISION TREE C4.5 ALGORITHM FOR TUITION AID GRANT PROGRAM CLASSIFICATION (CASE STUDY: DEPARTMENT OF INFORMATION SYSTEM, UNIVERSITAS TEKNOKRAT INDONESIA)

2020 ◽  
Vol 7 (1) ◽  
Author(s):  
Heni Sulistiani ◽  
Ahmad Ari Aldino
Keyword(s):  
Decision Tree ◽  
Classification Model ◽  
Grant Program ◽  
C4.5 Algorithm ◽  
Long Time ◽  
The Right ◽  
Short Time ◽  
Tuition Fee

In pandemic era, almost everyone struggles for their life. College students are such example. They have difficulty in paying tuition fee to continue their study. Based on this problematic situation, Universitas Teknokrat Indonesia grants the students who have good academic performance with tuition fee aid program. Many variables used for determining the grant made it hard to make a decision in a short time or even takes very long time. To make it easier for management to decide who is the right student to get grant, it needs classification model. The purpose of this study is the classification of grant recipients by using decision tree C4.5 algorithm. That can determine whether a potential student can be accepted as an awardee or not. Then, the results of the classification are validated with ten-fold cross validation with an accuracy, precision and recall with the score of 87 % for all part. It means the model perform quite well to be implemented into system.

scholarly journals Penerapan Metode Rank Order Centroid dan Additive Ratio Assessment Pada Aplikasi Rekomendasi Supplier

2021 ◽  
Vol 5 (1) ◽  
pp. 31-40
Author(s):  
Ronny Addenan ◽  
◽  
Wilda Susanti ◽  
Keyword(s):  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Selection Process ◽  
Rank Order ◽  
Spare Parts ◽  
Computerized Decision Support ◽  
K Value ◽  
Long Time ◽  
The Right

PT.Yanmarindo Perkasa is a company in the sale of diesel engines, generators, tooling tools and engine spare parts. Many suppliers want to distribute their goods through PT.Yanmarindo Perkasa, thus demanding the company to choose the right supplier, in order to ensure the smooth fulfillment of stock items. The process of selecting suppliers is still done manually with criteria limited to quantitative criteria, so that the process takes a long time and the results are not precise. The purpose of this study is to build a decision support system for supplier recommendations quickly and precisely in meeting the company's needs. The supplier selection process uses the Rank-Order Centroid (ROC) method in weighting the criteria and the Additive Ratio Assessment (ARAS) for ranking. ARAS value obtained is the K value that is ranked to get the best supplier by using a computerized decision support system. The application of these two methods can speed up the results of decisions, does not take a long time and the results obtained are also maximum.

scholarly journals Implementasi Metode Profile Matching Untuk Menentukan Penerima Beasiswa Bidikmisi

2021 ◽  
Vol 8 (1) ◽  
pp. 54
Author(s):  
Elvis Pawan ◽  
Wahyu Wijaya Widianto ◽  
Patmawati Hasan
Keyword(s):  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Selection Process ◽  
Profile Matching ◽  
Scholarship Recipients ◽  
Secondary Factor ◽  
Rank One ◽  
The Right ◽  
To Receive

Proses seleksi beasiswa bidikmisi secara manual, mulai dari pengajuan formulir sampai penetuan mahasiswa penerima beasiswa semua dikerjakan secara manual sehingga pada proses pemberian bantuan pendidikan kepada mahasiswa terkdang tidak objektif karena banyaknya minat mahasiswa dari tahun ke tahun yang mengajukan permohonan beasiswa bidikmisi, keterbatasan waktu yang dimiliki kerap menyulitkan tim dalam menentukan mahasiswa yang tepat untuk menerima beasiswa. Diperlukan sebuah SPK yang dapat mempermudah pekerjaan tim dan dapat membantu memperoleh penerima beasiswa secara objektif. Sistem pendukung keputusan yang diusulkan dengan menggunakan metode profile matching dengan mempertimbangkan beberapa kriteria seperti potensi akademik, ekonomi keluarga, jumlah tanggungan orang tua, kelengkapan berkas, dan transportasi ke kampus. Penelitian ini menghasilkan sebuah sistem pendukung keputusan dan berdasarkan data yang dimasukkan pada sistem jika nilai core factor (CF) sebesar 65% dan secondary factor sebesar 35%, maka dari data yang ada terdapat lima orang yang berhak memperoleh beasiswa menurut rangking satu sampai lima yaitu M03, M09, M06, M07, dan M08. Dari pengujian yang dilakukan sebanyak 84% responden menjawab positif terhadap hasil sistem pendukung keputusan karena dapat membantu mereka untuk menjalakan tugas dan tanggungjawab sebagai tim seleksi. Kata kunci— Profile_Matching; Beasiswa; SPK; BidikmisiThe manual selection process for Bidikmisi scholarships, starting from submitting forms to determining scholarship recipients, is all done manually so that the process of providing educational assistance to students is sometimes not objective because of the high interest of students who apply for Bidikmisi scholarships from year to year. makes it difficult for the team to determine the right student to receive the scholarship. A DSS is needed that can facilitate the team and can help objectively obtain scholarship recipients. The proposed decision support system uses the profile matching method by considering several criteria such as academic potential, family economy, number of dependents of parents, completeness of files, and transportation to campus. This research produces a decision support system and based on the data entered in the system if the core factor (CF) value is 65% and the secondary factor is 35%, then from the existing data, five people are entitled to receive scholarships according to rank one to five, namely M03, M09, M06, M07, and M08. From the tests carried out, 84% of respondents answered positively to the results of the decision support system because it can help them carry out their duties and responsibilities as a selection team.Keywords— Profile Matching; scholarships; DSS; Bidikmisi

scholarly journals Penerapan Algoritma C4.5 Untuk Penerimaan Siswa Baru Pada SMA Al-Azhar Medan

2018 ◽  
Vol 2 (2) ◽  
pp. 130
Author(s):  
Dedek Indra Gunawan Hts
Keyword(s):  
High School ◽  
Decision Tree ◽  
Selection Process ◽  
School Facilities ◽  
Admission Process ◽  
Good School ◽  
C4.5 Algorithm ◽  
Long Time ◽  
Good Reputation

Schools with good reputation are very concerned about the admission selection process. Al-Azhar Medan High School is very concerned about this admission process. Every year many parents register their children to enter Al-Azhar High School Medan. Besides having good school facilities the teachers also have good competencies. The number of students who register makes the selection process take a long time. The C4.5 algorithm is one algorithm that changes the fact that is quite large into a decision tree. This algorithm is expected to be able to solve problems that occur in Al-Azhar High School Medan.

scholarly journals Seleksi Peserta Didik Baru Menggunakan Metode AHP Dan SAW

2020 ◽  
Vol 4 (1) ◽  
pp. 18
Author(s):  
Yuniarti Lestari ◽  
Sunardi S ◽  
Abdul Fadlil
Keyword(s):  
Selection Process ◽  
New School ◽  
School Year ◽  
Participant Selection ◽  
Selection Decisions ◽  
Starting Point ◽  
New Students ◽  
Alternative Ranking ◽  
The Right ◽  
School Selection

The admission activity of new students is an administrative process that is sure to occur every new school year and always repeats every year as a starting point for the search for quality resources in accordance with the criteria of each school. Selection is done manually such as using a spreadsheet or number processor still raises several problems including the length of the selection process. At the time of the participant selection process, it involved many criteria that were assessed (multi criteria). Efforts to assist the school in selecting participants from the results considered to be acceptable results require a decision support system for selecting new students. The method used to support students' selection decisions is AHP and SAW. AHP method is used to determine the weight of predetermined criteria, while the SAW method is used for alternative ranking. The purpose of alternative ranking is who has the right to be accepted as a new student based on predetermined criteria.

scholarly journals Sistem Informasi Penerimaan Siswa Baru pada SMK Bekasi Berbasis Website

2020 ◽  
Vol 7 (1) ◽  
pp. 43
Author(s):  
Mardi Yudhi Putra ◽  
Jafar Shadiq
Keyword(s):  
Vocational High School ◽  
Web Based ◽  
Professional Educators ◽  
Web Framework ◽  
Paper Form ◽  
Long Time ◽  
New Students ◽  
Time Of Admission ◽  
The City ◽  
New Student

Abstrak: Sekolah Menengah Kejuruan masih menjadi favorit para siswa dalam menimba ilmu pengetahuan dibangku sekolah, salah satu yang menjadi alasannya adalah biaya yang terjangkau. Hal ini dibuktikan dengan semakin bertambahnya siswa SMK yang ada pada kota Bekasi sehingga pihak sekolah membutuhkan peningkatan pelayanan yang cepat tanggap yang didukung dengan teknologi informasi, ruang belajar yang nyaman dan pendidik yang profesional. Seiring dengan bertambahnya jumlah siswa membuat pihak sekolah kesulitan dalam mengelola data siswa yang mendaftar secara akurat sampai dengan proses pembuatan laporan yang membutuhkan waktu yang lama. Pada saat penerimaan siswa baru pihak sekolah masih menggunakan sistem manual yakni calon siswa mengisi kertas formulir yang diberikan panitia pendaftaran. Berdasarkan permasalahan yang dihadapi maka tujuan dari penelitian ini adalah membantu pihak sekolah mengelola data siswa dalam proses penerimaan siswa baru menggunakan website yang mana dapat diakses melalui smartphone sehingga kegiatan penerimaan dapat berjalan dengan efektif. Metode yang digunakan pada penelitian ini adalah metode Waterfall karena dianggap memiliki tahapan yang terurut atau sekuensial yaitu analisis kebutuhan, desain, pengkodean, pengujian dan pemeliharaan. Sedangkan bahasa pemrograman untuk membangun sistem menggunakan PHP dengan CodeIgniter web framework, karena dianggap dapat mempermudah dan mempercepat proses pembangunan aplikasi yang memiliki banyak library dan DBMS yang digunakan menggunakan mysql yang kompatibel dalam pembangunan aplikasi berbasis website. Hasil penelitian ini berupa sistem informasi penerimaan siswa baru berbasis web menggunakan framework codeigniter sehingga dapat membantu mempermudah siswa dalam mendaftar dan pihak sekolah dalam melakukan kegiatan penerimaan siswa baru secara online.   Kata kunci: penerimaan siswa baru, sistem informasi, metode waterfall   Abstract: Vocational High School is still a favorite of students in studying at school, one of the reasons is the affordable cost. This is evidenced by the increasing number of vocational students in the city of Bekasi so that the school needs an increase in responsive services that are supported by information technology, comfortable learning spaces and professional educators. As the number of students increases, it is difficult for schools to manage the data of students who register accurately up to the process of making reports that require a long time. At the time of admission of new students the school still uses a manual system where the prospective student fills out the paper form provided by the registration committee. Based on the problems faced, the purpose of this study is to help the school manage student data in the process of admitting new students using a website which can be accessed via a smartphone so that the reception activity can run effectively. The method used in this study is the Waterfall method because it is considered to have sequential or sequential stages namely requirements analysis, design, coding, testing and maintenance. While the programming language for building systems using PHP with CodeIgniter web framework, because it is considered to be able to simplify and accelerate the process of building applications that have lots of libraries and DBMS that are used using mysql that are compatible in building website-based applications. The results of this study in the form of a web-based new student admission information system using a codeigniter framework so that it can help facilitate students in registering and the school in conducting new student admission activities online.   Keywords: new student admissions, information systems, waterfall methods

scholarly journals Penerapan Metode VIKOR Pada Pengambilan Keputusan Seleksi Calon Penerima Beasiswa di SMK TPI Al-Hassanah Pematang Bandar

2020 ◽  
Vol 2 (1) ◽  
pp. 25-32
Author(s):  
Desi Ayu Ningsih ◽  
Dedy Hartama ◽  
Rafiqa Dewi
Keyword(s):  
Decision Support ◽  
Support System ◽  
Basic Concept ◽  
Selection Process ◽  
Compromise Solution ◽  
Vikor Method ◽  
Multicriteria Problems ◽  
Scholarship Recipients ◽  
The Right ◽  
Selection Of

The purpose of this research is to build a decision support system that can be used by schools in the selection of scholarship recipients, which requires completion, as decision support with multicriteria is the VIKOR method. The basic concept of the VIKOR method is to determine the ranking of the existing samples. This study aims to apply the VIKOR method to the selection of scholarship recipients that can be used to assist the student section in determining the recommendation for scholarship acceptance at SMK TPI AL-HASANNAH Pematang Bandar by considering various predetermined criteria. The criteria used in this study are value, parent's income, parent's dependents, number of siblings. The results show that the VIKOR method can be used to assist the selection process and determine the right scholarship recipient. In the VIKOR method, each weight given shows the same results, so that it can be used as a compromise solution in dealing with multicriteria problems.

scholarly journals Sistem Pendukung Keputusan Penentuan Calon Penerima Beasiswa Prestasi di Universitas Amikom Yogyakarta

2019 ◽  
Vol 3 (3) ◽  
pp. 172
Author(s):  
Muhammad Mariko ◽  
Ainul Yaqin
Keyword(s):  
Decision Support ◽  
Decision Support Systems ◽  
Support Systems ◽  
Selection Process ◽  
Decision Makers ◽  
Test Results ◽  
Fuzzy Method ◽  
Scholarship Recipients ◽  
Long Time

Amikom Yogyakarta University provides various types of scholarships to students, one of which is an achievement scholarship. the selection process requires precision and also fast, so that the results obtained are in accordance with the provisions, if the selection process is done manually then it will take a long time and easy errors occur. Decision support systems using the Tsukamoto fuzzy method can help select scholarship recipients by performing mathematical calculations by the system and produce weighting criteria for each student as a reference in decision makers. Based on the results of the research of each criteria weight, namely GPA, achievement and assessment of parents obtained test results with an accuracy of 80%.

scholarly journals Sistem Pendukung Keputusan Penentuan Penerima Beasiswa pada SMK Madyatama dengan Metode TOPSIS

2017 ◽  
Author(s):  
Ani Sunalia ◽  
Leon Andretti Abdillah
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Selection Process ◽  
Topsis Method ◽  
Scholarship Recipients ◽  
Decision Making System ◽  
The Right ◽  
Computerized System ◽  
Selection Of

Data processing in the determination of scholarships in SMK Madyatama to date still use a system that is still manual. Where the absence of a well-computerized system in determining the acceptance of scholarship which then led to the emergence of some problems in this manual system. The problem that often arises is not exactly the distribution of scholarships to students. Problems like this are triggered by the lack of scrutiny of the scholarship selectors in conducting the selection process of the scholarship recipients, which is basically the selection process conducted by teachers from the school itself. The decision-making system at SMK Madyatama will be made using TOPSIS method to determine the right scholarship recipient in accordance with the scholarship recipient criteria. With the decision support system of awarding scholarship recipients at SMK Madyatama Palembang based on this website can help and facilitate the school in evaluating the selection of scholarship receipt.

scholarly journals Penerapan Metode VIKOR pada Pengambilan Keputusan Seleksi Calon Penerima Beasiswa Bidikmisi Universitas Terbuka

2018 ◽  
Vol 2 (1) ◽  
pp. 24
Author(s):  
I Ketut Putu Suniantara ◽  
Gede Suwardika
Keyword(s):  
Selection Process ◽  
Compromise Solution ◽  
Vikor Method ◽  
Analytic Hierarchy ◽  
Multicriteria Problems ◽  
Scholarship Recipients ◽  
The Right ◽  
Analytic Hierarchy Process Method ◽  
Hierarchy Process ◽  
Process Method

  The selection process of bidikmisi scholarship involves many requirements as a criterion, thus requiring completion decisions supporters with multi-criteria. One of the decision support concept with multi-citeria is VIKOR Method. The basic concept of the VIKOR Method is to determine the rank of available samples by looking at the results of utility values, regrets and distance solutions as the best alternative of each sample by weighting criteria from the Analytic Hierarchy Process Method. This research purpose is to apply the VIKOR method in selecting the recipients of bidikmisi scholarship by considering various criteria that have been determined. The results shows that the VIKOR Method can be used to assist the selection process and determine the right scholarship recipients. At the VIKOR Method, each weight that are involved shows the result rank value, so it can be used as a compromise solution in dealing with multicriteria problems.

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