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Aplikasi Data Mining Berbasis Web Menggunakan Algoritma Apriori Untuk Analisa Pola Pembelian Barang Pada PT Menara Bahagia Bersama 基于Web数据挖掘应用程序使用杏算法分析PT tower happy的采购模式
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1020
Gaerry Setiawan, Dicky Septa Surya Putra, Hartana Wijaya
{"title":"Aplikasi Data Mining Berbasis Web Menggunakan Algoritma Apriori Untuk Analisa Pola Pembelian Barang Pada PT Menara Bahagia Bersama","authors":"Gaerry Setiawan, Dicky Septa Surya Putra, Hartana Wijaya","doi":"10.31253/algor.v3i2.1020","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1020","url":null,"abstract":"abstract","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"16 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78361704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SISTEM PENDUKUNG KEPUTUSAN DALAM PENENTUAN GURU BERPRESTASI PADA SMKN 1 PUGUNG, TANGGAMUS 系统支持在smkn1公顷的成绩教师评分，梯级
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1490
{"title":"SISTEM PENDUKUNG KEPUTUSAN DALAM PENENTUAN GURU BERPRESTASI PADA SMKN 1 PUGUNG, TANGGAMUS","authors":"","doi":"10.31253/algor.v3i2.1490","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1490","url":null,"abstract":"Sekolah Menengah Kejuruan Negri 1 Pugung merupakan sekolah yang memiliki kualifikasi tersendiri dalam memilih tenaga pengajar untuk menjadi guru di sekolah tersebut, dan juga untuk menentukan guru yang berprestasi. Pemilihan guru berprestasi merupakan metode yang digunakan sebagai bentuk penghargaan kepada pekerjaannya dengan kinerja belajar mengajar selama menjadi tenaga pengajar. Adapun permasalahan dari pemilihan guru berprestasi yaitu adanya kendala dalam menentuka kriteria dan tidak tepat. Untuk itu dibutuhkan sistem pendukung keputusan (SPK) atau Decision support system yang dapat memperhitungkan kriteria yang sudah di tentukan untuk mempermudah dalam pengambilan keputusan, adapun kriteria yang di tentukan yaitu ; Nilai kehadiran, nilai disiplin, nilai kerjasama dan nilai prestasi. Sistem pendukung keputusan ini menggunakan metode simple additive weighting (SAW). Adapun tujuan dari sistem pendukung keputusan pemilihan guru berprestasi yaitu untuk mengapresiasi prestasi kerja yang telat dilakukan selama manjadi tenaga pengajar dan diharapkan dapat menambah motivasi guru dan peserta didik lainya agar lebih meningkatkan kinerja dalam belajar mengajar. Dari hasil penelitian ini dengan kesimpulan diharapkan dapat mempermudah kepala sekolah dan pengawas sekolah dalam menilai guru berprestasi berdasarkan kriteria yang telah ditentukan, serta disarankan bahwa sistem pendukung keputusan ini dapat dikembangkan dengan metode yang berbeda atau mengkombinasikan metode SAW dengan metode lain.","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"30 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79816560","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementasi Web Service pada Aplikasi Pemesanan Makanan Berbasis Android 基于Android的餐饮订购应用程序的Web Service实现
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1449
Edy Edy, Daniel Adhinugraha, Likodemus Priko
{"title":"Implementasi Web Service pada Aplikasi Pemesanan Makanan Berbasis Android","authors":"Edy Edy, Daniel Adhinugraha, Likodemus Priko","doi":"10.31253/algor.v3i2.1449","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1449","url":null,"abstract":"Teknologi informasi sudah menyebar bukan hanya sebatas pada teknologi komputer, tetapi juga untuk tenologi komunikasi seperti telepon genggam yang saat ini sudah mampu mengelola berbagai data layaknya komputer. Telepon genggam yang mempunyai kemampuan tersebut atau disebut smartphone sudah menjadi kebutuhan sehari-hari yang dapat membantu berbagai macam kebutuhan pengelolaan informasi karena disematkan sistem operasi dan aplikasi lainnya untuk berbagai keperluan. Contohnya adalah keperluan untuk pendataan menu makanan pada suatu perusahaan yang menyedikan konsumsi untuk karyawannya. Dengan bantuan aplikasi smartphone data dan informasi tentang menu makanan dan pilihan menu dari karyawan dapat dikumpulkan dengan lebih mudah menggunakan Web Service yang kemudian dilakukan pengeloaan pada sistem informasi pengelolaah menu tersebut. Berdasarkan hasil kuisioner, Aplikasi ini sangat membantu para karyawan dalam melakukan proses pemesanan dengan 85.2% menyatakan setuju dengan pengunaan tersebut","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"26 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86543700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Online Crowdfunding Platform Information System 在线众筹平台信息系统
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1035
Amesanggeng Pataropura
{"title":"Online Crowdfunding Platform Information System","authors":"Amesanggeng Pataropura","doi":"10.31253/algor.v3i2.1035","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1035","url":null,"abstract":"\u0000 \u0000 \u0000 \u0000In the modern world, especially in the field of crowd funding, technology is getting more advanced to facilitate fundraising activities. By utilizing computer technology in the field of crowd funding, it will facilitate fundraising activities carried out by creators and providing funds by donor. Such as can be done online fundraising. Currently there are still many people who carry out manual fundraising activities which require a lot of time because they have to make documents to support fundraising and they have to approach potential donor. The possibility of losing data on donors who have provided funds is very likely because funder data is only written in a book which causes the data to become irregular. To solve the existing problem is to create a system that can store data on fundraisers and donors electronically. Computerized systems can help fundraisers (creators) and donors. This system is made with the waterfall method and uses a web base where users need an internet connection to access this system. \u0000 \u0000 \u0000 \u0000","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"12 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78045411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
judul
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1025
Jerico Lois, Yusuf Kurnia, Desiyanna Lasut, Raditya Rimbawan Oprasto
{"title":"judul","authors":"Jerico Lois, Yusuf Kurnia, Desiyanna Lasut, Raditya Rimbawan Oprasto","doi":"10.31253/algor.v3i2.1025","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1025","url":null,"abstract":"<jats:p>abstrak</jats:p>","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"14 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88254071","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Web-Based Public Complaint Information System Design Using the Laravel Framework 基于Laravel框架的基于web的公众投诉信息系统设计
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1036
Avandy Wijaya, Indah Fenriana, Lianny Wydiastuty Kusuma, Ellysha Kusuma
{"title":"Web-Based Public Complaint Information System Design Using the Laravel Framework","authors":"Avandy Wijaya, Indah Fenriana, Lianny Wydiastuty Kusuma, Ellysha Kusuma","doi":"10.31253/algor.v3i2.1036","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1036","url":null,"abstract":"In this day and age technology is growing rapidly and technology has an important role in all aspects of human life, especially websites which are currently becoming media information that is very easy to achieve using only the internet. Website is a web page that can be accessed by the public using the internet, and the website also has a domain name that is owned by each website. In addition, the website can also be opened via computers, laptops, smartphones, tablets, and so on. The purpose of this research is to design a system that has the Create and Read feature which will later be used by the public in reporting, to design a website public complaint system so that information sent by the public to the government is fast and accurate, based on a website-based public complaint system located on the website. In it there is a feature that can send an email to notify that the information provided by the public has been received, or it is resolved with the SMTP feature which later on the public can find out the complaint process. The system made is web-based using the Laravel framework, the system is made based on the public complaint system, consisting of people who can upload and send complaints to the government as well as people who see the status of their complaints, besides that there are admins who can view and process complaints, can add officers, and can print report data in the form of pdf. Officers can only view and process complaints and can print report data in the form of pdf, where users of this system are admins and officers from government and the community are users.","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"54 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90559101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Penerapan Data Mining Untuk Rekomendasi Beasiswa Pada SD Maria Mediatrix Menggunakan Algoritma C4.5 数据挖掘应用于Maria Mediatrix小学奖学金推荐使用的算法C4.5
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1019
Eko Budiarto, R. Rino, S. Hariyanto, Dera Susilawati
{"title":"Penerapan Data Mining Untuk Rekomendasi Beasiswa Pada SD Maria Mediatrix Menggunakan Algoritma C4.5","authors":"Eko Budiarto, R. Rino, S. Hariyanto, Dera Susilawati","doi":"10.31253/algor.v3i2.1019","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1019","url":null,"abstract":"SD Maria Mediatrix merupakan instansi yang bergerak dalam bidang pendidikan yang mengikuti berbagai program pemerintah dalam menunjang kelancaran belajar, seperti beasiswa Program Indonesia Pintar (PIP). Proses seleksi penerimaan beasiswa pada SD Maria Mediatrix sejauh ini masih dilakukan secara konvensional yang sering kali menimbulkan beberapa permasalahan, antara lain membutuhkan waktu yang lama dan hasilnya kurang tepat sasaran. Oleh karena itu, dilakukan penelitian serta perancangan sebuah aplikasi yang dapat mengklasifikasi penerima beasiswa dengan metode klasifikasi, serta menggunakan C4.5 sebagai algoritmanya. Tujuan dari penelitian ini adalah melakukan implementasi klasifikasi dengan algoritma C4.5 ke dalam sebuah aplikasi berbasis web yang diharapkan dapat membantu SD Maria Mediatrix dalam menentukan penerima beasiswa, yaitu dengan mengumpulkan data siswa yang akan digunakan sebagai dataset. Dataset tersebut kemudian dilakukan pengambilan sampel data untuk keperluan perhitungan manual. Proses perhitungan secara manual berfungsi untuk mengetahui alur dari perhitungan agar dapat diimplementasikan dengan baik pada aplikasi yang akan dibuat. Aplikasi berbasis web yang dihasilkan melakukan proses perhitungan C4.5 dan pembentukan aturan klasifikasi secara otomatis dari data siswa yang dimasukkan, pengguna aplikasi cukup menginput nama siswa, penghasilan ayah, penghasilan ibu, pemegang KIP, jumlah saudara, dan jarak rumah hasilnya akan mengetahui siswa tersebut layak mendapat beasiswa atau tidak.","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"29 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89613712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Model Prediksi Untuk Menentukan Predikat Kelulusan Siswa Menggunakan Algoritma Naïve Bayes Dan Mlp: Studi Kasus Smk Buddhi Tangerang 模型预测决定谓语毕业学生使用NaA¯有一个贝叶斯算法和Mlp: Smk Buddhi Tangerang案例研究
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-25 DOI: 10.31253/algor.v3i2.1429
Santa Margita
{"title":"Model Prediksi Untuk Menentukan Predikat Kelulusan Siswa Menggunakan Algoritma Naïve Bayes Dan Mlp: Studi Kasus Smk Buddhi Tangerang","authors":"Santa Margita","doi":"10.31253/algor.v3i2.1429","DOIUrl":"https://doi.org/10.31253/algor.v3i2.1429","url":null,"abstract":"Students of Vocational High School received the title of graduation after finished their studies. Whether graduating students capable or not to get high predicate was influenced by several factors. The factors that could affect the values are the averages of report, National Examination (UN), skill, Vocational Competency Exam (UKK), and attitude in knowing the pattern of these variables. The previous research showed that Naïve Bayes algorithm has high accuracy value. Accuracy value obtained prove that the Naïve Bayes has good accuracy percentage. Thus this algorithm can predict graduating students of SMK Buddhi Tangerang in terms of determining the predicate obtained. This research used the Naïve Bayes algorithm and MLP in knowing the pattern of these variables. Testing was done by Confusion Matrix. The percentage results of accuracy proved that the Naïve Bayes was 92%, while MLP 90%. Thus Naïve Bayes algorithm has higher accuracy value than MLP. Naïve Bayes algorithm could predict the predicate which was obtained by graduating students of Buddhi Dharma Vocational High School Tangerang.","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"70 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89796302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Kemeny's constant for nonbacktracking random walks 非回溯随机漫步的Kemeny常数
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-22 DOI: 10.1002/rsa.21144
Jane Breen, Nolan Faught, C. Glover, Mark Kempton, Adam Knudson, A. Oveson
{"title":"Kemeny's constant for nonbacktracking random walks","authors":"Jane Breen, Nolan Faught, C. Glover, Mark Kempton, Adam Knudson, A. Oveson","doi":"10.1002/rsa.21144","DOIUrl":"https://doi.org/10.1002/rsa.21144","url":null,"abstract":"Kemeny's constant for a connected graph G$$ G $$ is the expected time for a random walk to reach a randomly chosen vertex u$$ u $$ , regardless of the choice of the initial vertex. We extend the definition of Kemeny's constant to nonbacktracking random walks and compare it to Kemeny's constant for simple random walks. We explore the relationship between these two parameters for several families of graphs and provide closed‐form expressions for regular and biregular graphs. In nearly all cases, the nonbacktracking variant yields the smaller Kemeny's constant.","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"59 1","pages":"343 - 363"},"PeriodicalIF":1.0,"publicationDate":"2022-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80072034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Subcritical monotone cellular automata 亚临界单调元胞自动机
IF 1 3区 数学
Random Structures & Algorithms Pub Date : 2022-03-03 DOI: 10.1002/rsa.21174
P. Balister, B. Bollob'as, R. Morris, Paul Smith
{"title":"Subcritical monotone cellular automata","authors":"P. Balister, B. Bollob'as, R. Morris, Paul Smith","doi":"10.1002/rsa.21174","DOIUrl":"https://doi.org/10.1002/rsa.21174","url":null,"abstract":"We study monotone cellular automata (also known as $mathcal{U}$-bootstrap percolation) in $mathbb{Z}^d$ with random initial configurations. Confirming a conjecture of Balister, Bollob'as, Przykucki and Smith, who proved the corresponding result in two dimensions, we show that the critical probability is non-zero for all subcritical models.","PeriodicalId":54523,"journal":{"name":"Random Structures & Algorithms","volume":"42 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77736894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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