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Penerapan Data Mining Pada Penjualan Pakaian Brand Expand Dengan Algoritma Apriori Menggunakan Metode Association Rules PT. Vidiaelok Lestari Garmindo 挖掘数据应用于杏色算法的杏色套装销售
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-09-27 DOI: 10.31253/algor.v3i1.647
Benny Lienata, Indah Fenriana, Andre Andre, R. Safitri
Pada era saat ini kebutuhan masyarakat terhadap pakaian semakin meningkat dalam kasus ini yang dibutuhkan masyarakat adalah pakaian yang nyaman, dan mampu melindungi kulit dan tubuh manusia. Banyaknya persaingan dalam dunia bisnis khususnya dalam industri penjualan pakaian, menuntut para pengembang untuk menemukan suatu strategi yang dapat meningkatkan penjualan dan pemasaran produk yang dijual, salah satunya adalah dengan pemanfaatan data penjualan produk pakaian dengan salah satu teknik data mining, yaitu asosiasi. PT. Vidiaelok Lestari Garmindo adalah salah satu perusahaan yang rutin melakukan pencatatan data transaksi penjualan. Data tersebut dapat digunakan untuk menganalisa produk mana yang paling laku terjual yang dapat digunakan untuk kebutuhan strategi pemasaran atau promosi. Proses menganalisa produk mana yang paling laku terjual yang dilakukan secara manual tentu akan membutuhkan waktu dan tenaga yang lebih besar. Oleh karena itu, maka dilakukan penelitian serta perancangan sebuah aplikasi yang dapat mengetahui produk mana yang paling laku terjual dengan menggunakan metode asosiasi, serta menggunakan apriori sebagai algoritmanya. Tujuan dari penelitian ini adalah melakukan implementasi aturan asosiasi dengan algoritma apriori ke dalam sebuah aplikasi berbasis web yang diharapkan dapat membantu PT. Vidiaelok Lestari Garmindo dalam mengetahui produk mana yang paling laku terjual. Aplikasi berbasis web yang dihasilkan melakukan analisa produk yang paling banyak terjual dari data transaksi yang dimasukkan, selain itu pengguna dapat menentukan rentang tanggal pada data yang ingin dianalisa, serta minimum support dan minimum confidence yang diinginkan guna menentukkan strategi pemasaran agar produk yang lain dapat bersaing dengan kompetitor lainnya.
在这个时代,人们对衣服的需求越来越大,在这种情况下,他们需要的是舒适的衣服,能够保护皮肤和身体。商业世界的竞争,尤其是在服装销售行业,迫使开发商想出一种策略,可以提高销售产品的销售和营销,一种方法是利用销售数据的数据挖掘技术,即协会。加里米多公司是一家经常记录销售交易数据的公司。这些数据可以用来分析哪些产品最畅销,可以用于营销策略或促销策略的需要。分析哪些产品最畅销是手工销售的当然需要更多的时间和精力。因此,进行了研究和设计,该应用程序可以通过合并方法和杏作为算法来确定哪些产品最畅销。这项研究的目的是将杏算法与杏算法合并的规则应用到一个基于web的应用程序中,该应用程序希望能帮助PT. vidiaery Lestari Garmindo了解哪些产品最畅销。由此产生的基于web的应用程序可以从输入的交易数据中对销售最多的产品进行分析,用户还可以确定需要分析的数据的日期范围,以及所需的最低支持和最低保证,以确定营销策略,使其他产品能够与其他竞争对手竞争。
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引用次数: 0
IDENTIFIKASI PENYALAHGUNAAN JALUR SMS MARKETING DENGAN KONTEN SMS PREMIUM PADA PT DIAN PRIMA JAYARAYA DENGAN ALGORITMA NAIVE BAYES
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-09-27 DOI: 10.31253/algor.v3i1.658
William kohin Cikutra, S. Hariyanto, E. Kusuma, Raditya Rimbawan Oprasto
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引用次数: 0
PENERAPAN DASHBOARD BUSINESS INTELLIGENCE UNTUK MENAMPILKAN FUNDAMENTAL SAHAM LQ45
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-09-27 DOI: 10.31253/algor.v3i1.768
Khanti Kusuma Dewi, Aditiya Hermawan, L. Kusuma
Pada saat ini investai berkembang dengan pesat di khalayak orang banyak. Melalui investasi seseorang akan mendapatkan passive income, ada berbagai macam investasi yang ada di Indonesia, salah satunya adalah investasi saham. Dalam berinvestasi tidak bisa saham seseorang untuk berinvestasi dan menentukan mana yang akan dibeli oleh kita, orang yang akan berinvestasi atau bisa dibilang seorang investor. Dalam berinvestasi ada beberapa hal yang perlu diperhatikan dalam menentukan saham yang akan dibeli. Hal yang perlu diperhatikan dalam memilih saham perusahaan adalah dengan melakukan analisis fundamental saham pada perusahaan tertentu. Namun dalam menganalisis fundamental saham yang cukup memerlukan waktu yang lebih panjang. Untuk memudahkan investor membaca fundamental saham perusahaan tertentu yang akan diinvestasikan, maka dibuatlah Dashboard dengan menerapkan Business Intelligence menggunakan Single Page Application agar seorang investor mudah, cepat dan tepat mengambil keputusan dalam berinvestasi di pasar saham. Hasil yang diharapkan dari penelitian ini yaitu agar memudahkan seorang investor dalam menganalisis Kembali saham yang akan dibeli.
目前投资在大众中蓬勃发展。通过投资,人们可以获得passion收入,印尼有各种各样的投资,包括股票投资。投资不能让一个人投资并决定我们要买什么,投资的人,或者你可以说是投资者。在决定购买的股票时,有几件事需要注意。选择公司股票时需要考虑的一点是对某家公司的股票进行基本分析。但是要分析足够的基础股票需要更长的时间。为了帮助投资者阅读某一公司将要投资的基础股票,将通过使用一个单一的应用页面来实现实现目标,让投资者能够快速、快速、明智地投资股票。这项研究的预期结果是让投资者能够重新分析购买的股票。
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引用次数: 0
Approximately counting independent sets in bipartite graphs via graph containers 利用图容器对二部图中的独立集进行近似计数
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-09-08 DOI: 10.1002/rsa.21145
Matthew Jenssen, Will Perkins, Aditya Potukuchi
By implementing algorithmic versions of Sapozhenko's graph container methods, we give new algorithms for approximating the number of independent sets in bipartite graphs. Our first algorithm applies to d$$ d $$ ‐regular, bipartite graphs satisfying a weak expansion condition: when d$$ d $$ is constant, and the graph is a bipartite Ω(log2d/d)$$ Omega left({log}^2d/dright) $$ ‐expander, we obtain an FPTAS for the number of independent sets. Previously such a result for d>5$$ d>5 $$ was known only for graphs satisfying the much stronger expansion conditions of random bipartite graphs. The algorithm also applies to weighted independent sets: for a d$$ d $$ ‐regular, bipartite α$$ alpha $$ ‐expander, with α>0$$ alpha >0 $$ fixed, we give an FPTAS for the hard‐core model partition function at fugacity λ=Ω(logd/d1/4)$$ lambda =Omega left(log d/{d}^{1/4}right) $$ . Finally we present an algorithm that applies to all d$$ d $$ ‐regular, bipartite graphs, runs in time expOn·log3dd$$ exp left(Oleft(ncdotp frac{log^3d}{d}right)right) $$ , and outputs a (1+o(1))$$ left(1+o(1)right) $$ ‐approximation to the number of independent sets.
通过实现Sapozhenko图容器方法的算法版本,我们给出了逼近二部图中独立集数目的新算法。我们的第一个算法适用于d $$ d $$‐满足弱展开条件的正则二部图:当d $$ d $$是常数,并且图是二部Ω(log2d/d) $$ Omega left({log}^2d/dright) $$‐展开器时,我们获得独立集数量的FPTAS。以前,对于d>5 $$ d>5 $$这样的结果只在满足随机二部图的更强的展开条件的图中才知道。该算法也适用于加权独立集:对于一个d $$ d $$‐正则,二部α $$ alpha $$‐扩展器,当α>0 $$ alpha >0 $$固定时,我们给出了在逃逸率λ=Ω(logd/d1/4) $$ lambda =Omega left(log d/{d}^{1/4}right) $$下的硬核模型配分函数的FPTAS。最后,我们提出了一种算法,该算法适用于所有d $$ d $$‐正则二部图,运行时间为expOn·log3dd $$ exp left(Oleft(ncdotp frac{log^3d}{d}right)right) $$,并输出(1+o(1)) $$ left(1+o(1)right) $$‐对独立集数量的近似。
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引用次数: 10
Covering random graphs with monochromatic trees 用单色树覆盖随机图
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-09-06 DOI: 10.1002/rsa.21120
Domagoj Bradac, M. Buci'c
Given an r$$ r $$ ‐edge‐colored complete graph Kn$$ {K}_n $$ , how many monochromatic connected components does one need in order to cover its vertex set? This natural question is a well‐known essentially equivalent formulation of the classical Ryser's conjecture which, despite a lot of attention over the last 50 years, still remains open. A number of recent papers consider a sparse random analogue of this question, asking for the minimum number of monochromatic components needed to cover the vertex set of an r$$ r $$ ‐edge‐colored random graph 𝒢(n,p) . Recently, Bucić, Korándi, and Sudakov established a connection between this problem and a certain Helly‐type local to global question for hypergraphs raised about 30 years ago by Erdős, Hajnal, and Tuza. We identify a modified version of the hypergraph problem which controls the answer to the problem of covering random graphs with monochromatic components more precisely. To showcase the power of our approach, we essentially resolve the 3‐color case by showing that (logn/n)1/4$$ {left(log n/nright)}^{1/4} $$ is a threshold at which point three monochromatic components are needed to cover all vertices of a 3‐edge‐colored random graph, answering a question posed by Kohayakawa, Mendonça, Mota, and Schülke. Our approach also allows us to determine the answer in the general r$$ r $$ ‐edge colored instance of the problem, up to lower order terms, around the point when it first becomes bounded, answering a question of Bucić, Korándi, and Sudakov.
给定一个r $$ r $$‐边‐彩色完全图Kn $$ {K}_n $$,需要多少个单色连通分量才能覆盖它的顶点集?这个自然问题是一个众所周知的经典赖泽猜想的基本等价公式,尽管在过去的50年里受到了很多关注,但仍然是开放的。最近的一些论文考虑了这个问题的稀疏随机模拟,要求覆盖r $$ r $$‐边‐彩色随机图𝒢(n,p)的顶点集所需的最小单色分量数。最近,buciki, Korándi和Sudakov建立了这个问题与30年前Erdős, Hajnal和Tuza提出的某个Helly‐型超图局部到全局问题之间的联系。我们提出了超图问题的一个改进版本,它更精确地控制了覆盖带有单色分量的随机图问题的答案。为了展示我们的方法的强大功能,我们通过展示(logn/n)1/4 $$ {left(log n/nright)}^{1/4} $$是一个阈值来解决3色情况,在这个阈值处,需要三个单色分量来覆盖3边彩色随机图的所有顶点,回答了Kohayakawa, mendon a, Mota和sch lke提出的问题。我们的方法还允许我们在问题的一般r $$ r $$‐边有色实例中确定答案,直到低阶项,围绕它第一次成为有界的点,回答buciki, Korándi和Sudakov的问题。
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引用次数: 1
Corrigendum to “Online purchasing under uncertainty” “不确定性下的网上购物”的勘误表
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-09-01 DOI: 10.1002/rsa.21012
A. Frieze
In “Online purchasing under uncertainty” we proved theorems concerning the cost of purchasing var-ious combinatorial structures (paths, cycles, etc.) in graphs with randomly weighted edges, which are examined and either purchased or discarded one-at-a-time by the purchaser. We discussed three models (POM, ROM, AOM) according to whether the edges were presented in a purchaser-selected order, a random order, or an (adaptive) adversarially selected order. The statements of Theorems 1.6–1.11 claim O(1) upper bounds in all three models but the proofs presented apply only to the ROM and POM models; as such we withdraw the claims of the AOM upper bounds from these results.
在“不确定条件下的在线购买”一文中,我们证明了关于在具有随机加权边的图中购买各种组合结构(路径、循环等)的成本的定理,这些组合结构由购买者一次一次地检查并购买或丢弃。我们讨论了三种模型(POM, ROM, AOM),根据边缘是按照购买者选择的顺序、随机顺序还是(自适应的)对抗选择的顺序呈现。定理1.6-1.11的陈述在所有三种模型中都有O(1)上界,但所提出的证明仅适用于ROM和POM模型;因此,我们从这些结果中撤回了AOM上界的要求。
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引用次数: 1
Self‐avoiding walk on the hypercube 在超立方体上自我避免行走
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-08-08 DOI: 10.1002/rsa.21117
G. Slade
We study the number cn(N)$$ {c}_n^{(N)} $$ of n$$ n $$ ‐step self‐avoiding walks on the N$$ N $$ ‐dimensional hypercube, and identify an N$$ N $$ ‐dependent connective constant μN$$ {mu}_N $$ and amplitude AN$$ {A}_N $$ such that cn(N)$$ {c}_n^{(N)} $$ is O(μNn)$$ Oleft({mu}_N^nright) $$ for all n$$ n $$ and N$$ N $$ , and is asymptotically ANμNn$$ {A}_N{mu}_N^n $$ as long as n≤2pN$$ nle {2}^{pN} $$ for any fixed p<12$$ p
我们研究了N $$ n $$步距自避免行走在N $$ N $$维超cube上的cn(N) $$ {c}_n^{(N)} $$,并确定了一个N $$ N $$依赖的连接常数μN $$ {mu}_N $$和振幅an $$ {A}_N $$,使得cn(N) $$ {c}_n^{(N)} $$对于所有N $$ n $$和N $$ N $$都是O(μNn) $$ Oleft({mu}_N^nright) $$,并且对于任何固定的p<12 $$ p
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引用次数: 3
Site percolation on pseudo‐random graphs 伪随机图上的站点渗透
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-07-28 DOI: 10.1002/rsa.21141
Sahar Diskin, M. Krivelevich
We consider vertex percolation on pseudo‐random d$$ d $$ ‐regular graphs. The previous study by the second author established the existence of phase transition from small components to a linear (in nd$$ frac{n}{d} $$ ) sized component, at p=1d$$ p=frac{1}{d} $$ . In the supercritical regime, our main result recovers the sharp asymptotic of the size of the largest component, and shows that all other components are typically much smaller. Furthermore, we consider other typical properties of the largest component such as the number of edges, existence of a long cycle and expansion. In the subcritical regime, we strengthen the upper bound on the likely component size.
我们考虑伪随机d $$ d $$正则图上的顶点渗透。第二作者先前的研究证实了在p=1d $$ p=frac{1}{d} $$处存在从小组分到线性(在nd $$ frac{n}{d} $$)尺寸组分的相变。在超临界状态下,我们的主要结果恢复了最大分量大小的尖锐渐近,并表明所有其他分量通常都要小得多。此外,我们还考虑了最大分量的其他典型性质,如边数、长循环的存在性和可扩展性。在亚临界状态下,我们加强了可能分量大小的上界。
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引用次数: 3
PENERAPAN METODE SIMPLE ADDITIVE WEIGHTING (SAW) DALAM PERANCANGAN APLIKASI PEMILIHAN PASANGAN BERBASIS WEB
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-07-15 DOI: 10.31253/algor.v2i2.545
Chrisantus Robert William Resi, Yusuf Kurnia, Hartana Wijaya, Dera Susilawati
As social beings, humans have a desire to socialize, to build deeper relationships with individuals they like, and  also to get a spouse according to the criteria they like. However, there are often obstacles in finding a spouse, one of which is due to being too busy and an increasing workload. Luckily we live in an era of technology that makes it easier for us to interact with other people. The spouse selection application itself is quite common for several circles in Indonesia, but some of these applications are considered not fully providing services to recommend a spouse based on the criteria. Therefore, it is necessary to design an application that helps users find a spouse according to the criteria they like. In this application, the Simple Additive Weighting (SAW) method will be used to process data. The SAW method itself has the ability to find optimal alternatives from a number of alternatives with certain criteria.
作为社会生物,人类渴望社交,渴望与自己喜欢的人建立更深层次的关系,也渴望根据自己喜欢的标准找到配偶。然而,寻找配偶往往会遇到障碍,其中一个是由于太忙和工作量增加。幸运的是,我们生活在一个技术时代,使我们更容易与其他人互动。配偶选择应用程序本身在印度尼西亚的几个圈子中很常见,但其中一些应用程序被认为不完全提供根据标准推荐配偶的服务。因此,有必要设计一个应用程序,帮助用户根据自己喜欢的标准找到配偶。在本应用程序中,将使用简单加性加权(SAW)方法来处理数据。SAW方法本身具有从具有一定标准的许多备选方案中找到最优备选方案的能力。
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引用次数: 0
Analisis dan Perancangan Sistem Informasi Pendaftaran Online Seminar & Workshop Berbasis Website 在线注册信息系统分析与设计研讨会及研讨会
IF 1 3区 数学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Pub Date : 2021-07-15 DOI: 10.31253/algor.v2i2.546
Kevin Natanael, Tugiman Tugiman, Amat Basri
Kemajuan teknologi informasi saat ini juga di terapkan pada sistem pendaftaran seminar dan workshop secara online. Penerapan sistim pendaftaran online berbasis web diharapkan dapat mempermudah proses pendaftaran seminar, menghindari kesalahan dalam penginputan nama, dan  mudah dalam  memberikan informasi jadwal yang berupa notif,  serta memudahkan panitia dalam mengumpulkan data pendaftar. Selain itu  juga memudahkan penyimpanan data dalam database, yang memerlukan tinggal diberikan hak akses, dan pencetakan e-sertifikat. RAD (Rapid Application Development) bersifat incremental terutama untuk waktu pengerjaan yang relatif pendek. Dalam penerapannya menekankan pada proses perencanaan singkat dengan menitikberatkan pada proses pengembangan perangkat lunak yang terdiri dari pengembangan, pengujian dan umpan balik. UAT (User Acceptance Test) merupakan salah satu komponen penting dalam suatu pengujian sistim, hal ini untuk mengetahui penerimaan oleh pengguna awam. Pengujian menggunakan metode pengujian UAT, diperoleh hasil bahwa program ini diterima oleh pengguna dengan persentase rata-rata dari keseluruhan adalah 86,6%.
目前信息技术的进步还适用于研讨会和工作坊的在线注册系统。以web为基础的在线注册系统的应用将使研讨会的注册过程更容易,避免在标题上出错,并容易提供通知时间表信息,并帮助委员会收集注册数据。它还促进了数据库中的数据存储,该数据库要求只获得特权和打印e证书。RAD(快速应用开发)主要是在相对较短的时间内增长的。在应用过程中,重点是开发、测试和反馈的软件开发过程,强调了短期规划过程。UAT(用户接受测试)是系统测试的重要组成部分之一,对于普通用户的接受来说。使用UAT测试方法进行测试的结果是,该程序被用户接受的平均百分比是86.6%。
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引用次数: 0
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Random Structures & Algorithms
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