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Penerapan Algoritma Apriori Untuk Rekomendasi Produk Bagi Pelanggan Toko Online Berbasis Website 为基于网站的网店客户推荐产品的杏算法的应用
Pub Date : 2023-04-30 DOI: 10.31599/jaringsaintek.v5i1.1890
Ana Hanapi, Rafika Sari, Mukhlis
Today, almost all activities in various sectors of life have been transformed into digital systems to support various related activities. Consideration of the efficiency of dissemination of information outreach and data management that can be recorded properly is the main reason for switching to a digital system. In the economic sector, global business developments are rife with the use of digital devices in marketing various products to increase marketability. Based on this, this research was conducted to apply the Apriori algorithm association data mining to provide product recommendations for online shop customers. The CodeIgniter framework and the waterfall method are used to build a website-based information system. Sampling data was obtained from transaction data at the Rizvenastore store which was used for the database using MySql. The application of the a priori algorithm can form association rules as a reference in-store product promotions and decision support in providing product recommendations to customers based on predetermined minimum support and confidence values. From testing the system using the black box method, the results obtained for all activities on all actors can run as expected.
今天,几乎所有生活领域的活动都已转变为数字系统,以支持各种相关活动。考虑到信息传播和数据管理的效率,可以适当地记录是切换到数字系统的主要原因。在经济领域,全球商业发展充斥着使用数字设备来营销各种产品以增加适销性。基于此,本研究应用Apriori算法关联数据挖掘为网上商店顾客提供产品推荐。采用CodeIgniter框架和瀑布法构建了一个基于网站的信息系统。采样数据是从Rizvenastore商店的事务数据中获得的,该数据使用MySql用于数据库。利用先验算法可以形成关联规则,作为店内产品促销的参考,并根据预定的最小支持度和置信度值为顾客提供产品推荐的决策支持。通过使用黑盒方法测试系统,所有参与者的所有活动获得的结果都可以按预期运行。
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引用次数: 0
Identifikasi Nilai Keekonomian Survey Hidrografi-Geofisika menggunakan Peralatan Multibeam Echosounder (MBES) 利用高光超标设备(MBES)测定水物理测量的经济学值值
Pub Date : 2023-04-30 DOI: 10.31599/jaringsaintek.v5i1.1990
Edy Soesanto
The Multibeam Echosounder is a tool for determining the depth of water by sweeping large areas of the seabed. The operating principle of this tool in general is based on the emission of pulses that are emitted directly towards the seabed and after that acoustic energy is reflected back from the seabed (seabel), several sound beams (beams) are electronically generated using signal processing techniques so that the beam angle is known. . Multibeam echosounder can produce high-resolution bathymetry data. The Multibeam Echosounder is characterized by the following parameters Frequency in the range 12 to 500 kHz. Sweep angle range is between +75 ͦto 85 ͦ, Accuracy generally decreases as swath width increases. The width of the sweep is 4x to 5x the water depth and the addition of the swath width depends on the depth of the survey. Using Multibeam Echosounder (MBES) acoustic equipment can improve data quality and the survey area coverage is able to obtain data coverage with a wider area, more detailed data as well as time efficiency and cost effectiveness..
多波束回声测深仪是一种通过扫描海底大片区域来确定水深的工具。该工具的工作原理一般是基于直接向海底发射的脉冲,然后声能从海底反射回来(见图),使用信号处理技术以电子方式产生几个声束(波束),以便已知波束角度。多波束测深仪可以产生高分辨率的测深数据。多波束回声测深仪的特点是以下参数频率范围在12至500千赫。扫描角度范围在+75 ~ 85度之间,精度通常会随着扫描宽度的增加而降低。扫描宽度是水深的4到5倍,扫描宽度的增加取决于测量的深度。使用多波束回声探测仪(MBES)声学设备可以提高数据质量,测量区域覆盖范围更广,数据更详细,具有时间效率和成本效益。
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引用次数: 0
Evaluasi Aplikasi My Telkomsel Menggunakan Metode Usability Testing 使用usa权证方法评估我的Telkomsel应用程序
Pub Date : 2023-04-30 DOI: 10.31599/jaringsaintek.v5i1.2053
P. Devi
Aplikasi My Telkomsel adalah aplikasi berbasi mobile yang di peruntukan untuk pengguna kartu perdana Telkomsel dalam pembelian pulsa, kuota,dan fitur layanan tamabahan yang disediakan oleh Telkomsel sebagai salah satu layanan yang diberikan kepada penggunanya. Penelitian ini ditujuakan untuk menghasilkan evaluasi sebuah desain aplikasi yang berbasis user experience. Dengan sasaran penelitan yang ingin dicapai adalah rancangan baru bangunan aplikasi My Tekomsel mobile app dengan menggunakan user experience menggunakan metode remot usability testing dan metode evaluasi kuisioner, yang dimana para pengguna aplikasiakan diberikan Kuisioner yang jawab secara mandiri oleh penggunan yang kemudia menjadi bahan acuan untuk memunculkan desain baru dari My Telkomsel.
我的Telkomsel应用程序是一款手机手机手机,其功能是针对Telkomsel用户在购买脉冲、配额和作为给用户的服务之一提供的电子表格功能的奖励。本研究的目的是生成基于用户体验的应用设计评价。要完成的研究目标是新设计的应用建筑Tekomsel移动app用户体验使用usability遥控器测试方法和评估方法,问卷的用户在哪里aplikasiakan给予的责任由学校自主广泛的问卷,然后Telkomsel成为我的新设计出的参考材料。
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引用次数: 1
Identifikasi Postur Kerja dengan Metode Owas untuk Memperbaiki Postur Kerja Guna Mengurangi Musculoskeletal Disorder 用Owas方法识别工作姿势来纠正工作姿势,以减少肌肉骨骼障碍
Pub Date : 2023-04-30 DOI: 10.31599/jaringsaintek.v5i1.1869
Widya Spalanzani
Production activities at manufacture companies are often inconvenient. One of them is due to the incompatibility of workersanthropometry with the work facilities used. Disergonomics like this will cause complaints in the skeletal system. Complaints to this damage are termed musculoskeletal disorder (MSDS). The production process of making shoes at UD. Kurnia at the subordinate work station identified that work posture has the potential to cause injury to the arm, back and leg muscles with a percentage of 66.67%, 68.89% and 30%. So it is necessary to improve work posture. In this study, the OWAS method was used to identify and evaluate hazardous work postures. Meanwhile, to improve work posture, work facilities are designed using anthropometric data for subordinate work station workers. Owas identification results show that the work posture is more ergonomic. Then the results of the WinOwas software show that the improvement of work posture with the design of work facilities is included in category 1. Which means that the work posture is not dangerous. So it is directly believed that workers complaints on skeletal muscles or MSDs at subordinate work stations can be minimized.
制造企业的生产活动往往不方便。其中之一是由于工人的人体测量与所使用的工作设施不相容。像这样的反人体工程学会引起骨骼系统的抱怨。对这种损害的抱怨被称为肌肉骨骼疾病(MSDS)。在UD制作鞋子的生产过程。下属工作站Kurnia认为工作姿势有可能造成手臂、背部和腿部肌肉损伤的比例分别为66.67%、68.89%和30%。因此,改善工作姿势是必要的。在本研究中,OWAS方法被用于识别和评估危险的工作姿势。同时,为了改善工作姿势,利用人体测量数据设计了下属工位工人的工作设施。识别结果表明,该工作姿势更符合人体工程学。然后,WinOwas软件的结果表明,工作姿势的改善与工作设施的设计包含在第一类中。也就是说,这种工作姿势并不危险。因此,直接认为员工对下属工作站骨骼肌或MSDs的投诉可以最小化。
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引用次数: 0
Aplikasi Transformasi Reduction to Pole (RTP) Menggunakan Matlab dalam Pengolahan Data Magnetik WDMAM pada Wilayah Tapal Kuda -Jawa Timur
Pub Date : 2023-04-30 DOI: 10.31599/jaringsaintek.v5i1.1761
Supriyadi, Enjang Jaenal Mustopa, Wahyu Srigutomo
Dalam metode magnetik, medan magnet anomali disebabkan oleh sumber medan magnet dipol. Setiap tempat memiliki sudut iklinasi dan deklinasi magnetik yang berbeda sehingga menyebabkan peta anomali magnetik bersifat kompleks dan interpretasinya menjadi relatif sulit. Untuk mengatasi kerumitan dalam interpretasi data magnetik, penggunaan transformasi reduksi ke kutub RTP sangat penting dilakukan. Tapis RTP dengan memanfaatkan fungsi-fungsi built in Matlab telah berhasil direalisasikan dan diaplikasikan pada data magnetik WDMAM wilayah Tapal Kuda-Jawa Timur. Nilai sudut inklinasi I = -32.82° dan sudut deklinasi D = 0.72° digunakan pada aplikasi RTP daerah ini. Anomali magnetik hasil RTP menunjukkan bahwa terjadi perubahan rentang nilai medan magnet yaitu dari -345.51 nT  s.d 282.30 nT menjadi -975.37 nT s.d 782.38 nT. Selain itu, terjadi pergeseran lokasi klosur anomali magnetik positif dan negatif. Anomali magnetik positif mendominasi di bagian tengah sampai utara Wilayah Tapal Kuda dan diduga berkaitan dengan Zona Vulkanik Kuarter. Klosur-klosur anomali positif mengalami pergeseran letak ke barat di sekitar Gunung Bromo dan Gunung Argopuro. Anomali magnetik negatif mendominasi tepi selatan  Wilayah Tapal Kuda dan diduga berkaitan dengan Zona Pegunungan Selatan. Klosur anomali negatif juga mengalami pergeseran letak yaitu ke barat daya mendekati gunung Semeru.
在磁性方法中,异常磁场是由二极管磁场源引起的。每个地方都有不同的倾斜和磁外化的角度,导致磁异常的复杂地图,解释变得相对困难。为了解决磁数据解释的复杂性,对RTP极点的再教育是必不可少的。tatp利用Matlab的构建功能成功地实现和应用于东爪哇马靴区域的磁WDMAM数据。价值角度inklinasi I = -三十二82°,赤纬角D = 0。72°用于RTP应用这一地区。RTP检测到的磁异常表明,磁场值范围发生了变化,从-345。在马蹄地区的中北部,正磁场异常占据主导地位,据信与石英区有关。克劳-克劳苏尔异常是在布罗莫山和阿格普罗山附近向西移动的。负磁异常统治着马蹄地区的南岸,据信与南部山区有关。负异常也发生了位移,向西南接近塞默鲁山。
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引用次数: 0
Analisis Kepuasan Pelanggan Dengan Metode Servqual dan Uji Hipotesis (Studi Kasus di PT. XYZ) 客户满意度分析与Servqual方法和假设检验(一个案例研究在PT. XYZ)
Pub Date : 2023-03-30 DOI: 10.31599/jaringsaintek.v5i1.1861
Tubagus Hedi Saefudin
This study aims to analyze and provide empirical evidence about the influence of the five variables of service quality in PT. XYZ namely reliability (X1), empathy (X2), responsiveness (X3), tangible (X4), and assurance (X5) have an effect on customer satisfaction in PT. XYZ. Data were collected by using questionnaires, data analysis technique used in this research is multiple linear regression analysis. The results of multiple linear regression analysis that has been done shows that all independent variables consisting of reliability, empathy, responsiveness, tangible, and assurance has a coefficient with a positive coefficient direction. This proves that all independent variables have a positive influence on the dependent variable of customer satisfaction. From the determinant coefficient (R2) obtained amounted to 0.969 this means 96.9% customer satisfaction is influenced by variable reliability, empathy, responsiveness, tangible, and assurance. The rest is affected by other factors that are not explained in the regression obtained in this study. Variable assurance is an independent variable that most influence on the dependent variable is 0.387.
本研究旨在分析XYZ公司服务质量的五个变量,即可靠性(X1)、同理心(X2)、响应性(X3)、有形性(X4)和保证性(X5)对客户满意度的影响,并提供实证证据。数据采用问卷调查的方式收集,本研究使用的数据分析技术为多元线性回归分析。多元线性回归分析结果表明,由信度、共情、响应性、有形性和保证性组成的自变量均具有正系数方向的系数。这证明所有自变量对因变量顾客满意都有正向影响。从获得的决定系数(R2)达到0.969,这意味着96.9%的客户满意度受到可变可靠性,移情,响应,有形和保证的影响。其余部分受到其他因素的影响,这些因素在本研究获得的回归中没有得到解释。变量保证是一个自变量,对因变量的影响最大,为0.387。
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引用次数: 0
Rancang Bangun Aplikasi Poin Prestasi dan Poin Pelanggaran Siswa Berbasis Web Studi Kasus SMK PGRI 31 Jakarta Pusat 设计基于Web成绩的应用程序和基于SMK PGRI 31案例研究的学生违规点
Pub Date : 2022-10-31 DOI: 10.31599/jaringsaintek.v4i2.1037
Yugi Setiawan, Fauziyah, A. Bani, Iskandar Zulkarnain
SMK PGRI 31 JAKARTA is a vocational school located in Central Jakarta and has 3 majors, namely Marketing, Accounting and Office Administration. The information system for violation points and student achievements at SMK PGRI 31 Jakarta currently is in the process of recording violations still using handwritten cards, so the problem that occurs is that sometimes there is often loss of data that has not been recorded in the case book, as well as the slow process of point recapitulation. students thus hindering the action taken by the school. In defining needs and analyzing system development, it is done through data collection methods by means of observation, interviews with the counseling / BK section. The information system for points of violation and student achievement proposed in the process of awarding points made by the teacher has been systemized and immediately accepted by the guardians of the students, the proposal for making input points is expected to make it easier for counseling guidance teachers to make calls. The information system for violation points and student achievements uses the PHP and SQL Server programming languages ​​as databases. The information system for violation points and student achievement is expected to minimize the possibility of errors in making monthly reports
SMK PGRI 31 JAKARTA是一所位于雅加达市中心的职业学校,设有3个专业,即市场营销,会计和办公室管理。SMK PGRI 31 Jakarta的违规分数和学生成绩信息系统目前仍在使用手写卡片记录违规行为,因此出现的问题是有时经常会丢失未记录在案例簿中的数据,以及要点重述的过程缓慢。学生因此阻碍了学校采取的行动。在定义需求和分析系统开发时,通过观察、咨询/ BK部门的访谈等方式收集数据。老师在打分过程中提出的违章积分和学生成绩信息系统已经系统化,并立即被学生的监护人接受,提出输入积分的建议,希望能方便辅导指导老师打电话。违章积分和学生成绩信息系统采用PHP和SQL Server编程语言作为数据库。违章分数和学生成绩信息系统预计将最大限度地减少每月报告错误的可能性
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引用次数: 0
Kekuatan Bending Pada Balok Laminasi Jati Putih Sebagai Material Pembuatan Kapal Kayu
Pub Date : 2022-10-31 DOI: 10.31599/jaringsaintek.v4i2.1457
Tegar Yoga Savalas, A. Widodo, Teknik Perkapalan
Fishing boats are generally made of wood, but over time the availability of wood for shipbuilding began to become difficult to obtain, considering the increasingly expensive price for the type and quality of wood, such as teak. So that other wood alternatives are needed to replace teak, such as laminated white teak. White teak wood can be an option because it grows fast and is widely planted and has a texture that is almost the same as teak. Therefore, it is necessary to conduct research to determine the strength value of white teak laminate through bending testing. The purpose of this study was to determine the value of the bending strength of laminated white teak (Gemelina arborea) and the comparison results with natural teak (Tectona grandis). This study uses five types of variations with the same size 2x2x36cm, namely KJ (Teak Wood), KJP (White Teak Wood), LKJP (White Teak Lamination) two, three, and five layers referring to the Japanese Industrial Standard (JIS Z 2113). , 1963) to determine the value of the bending strength, then an analysis of the average value of the bending test results was carried out and compared with the bending value of teak (Tectona grandis). From the results of the tests carried out, the average value for KJ is 215.53 kg/cm2, KJP 173.35kg/cm2, LKJP 2 layers 176.75 kg/cm2, LKJP 3 180.15 kg/cm2, LKJP 5 149.56 kg/cm2. Based on this average value, Laminate white teak is still lower than the average value of natural teak.  
渔船一般由木材制成,但随着时间的推移,考虑到柚木等木材的种类和质量越来越昂贵,造船用木材开始变得难以获得。因此,需要其他木材替代品来取代柚木,如层压白柚木。白柚木是一种选择,因为它生长快,种植广泛,质地与柚木几乎相同。因此,有必要通过弯曲试验来确定白柚木层压板的强度值。本研究的目的是确定复合白柚木(Gemelina arborea)的抗弯强度值,并与天然柚木(Tectona grandis)的抗弯强度进行比较。本研究参照日本工业标准(JIS Z 2113),使用5种相同尺寸2x2x36cm的变体,分别是KJ(柚木)、KJP(白柚木)、LKJP(白柚木层压)两层、三层和五层。然后对弯曲试验结果的平均值进行分析,并与柚木的弯曲值进行比较(Tectona grandis)。从试验结果来看,KJ层的平均值为215.53 kg/cm2, KJP层为173.35kg/cm2, LKJP 2层为176.75 kg/cm2, LKJP 3层为180.15 kg/cm2, LKJP 5层为149.56 kg/cm2。从这个平均值来看,层压板白柚木仍然低于天然柚木的平均值。
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引用次数: 0
Rancang Bangun Aplikasi Point Of Sale Berbasis Web Studi Kasus Pada Toko Toys Amanah 设计Toys Amanah商店的基于Web销售重点案例研究应用
Pub Date : 2022-10-31 DOI: 10.31599/jaringsaintek.v4i2.1039
Fajar Noviandri, Fauziyah, Alexius Ulan Bani, Joseph
The development of information technology is growing so fast which has resulted in the emergence of increasingly fierce business competition. The application of information technology in the retail business can certainly help in simplifying and accelerating business processes. Toys Amanah is a family shop located on Jl. Kemandoran Pekayon RT 04/RW 023 Pekayon Jaya Village, South Bekasi District, Bekasi City, West Java Province. This shop sells a variety of toys and office stationery supplies. In its business process, this store still carries out sales transaction activities manually using receipts and notebooks for recording sales data and collecting data on goods. Therefore, in the transaction process, errors often occur in calculating the amount of money that must be paid by customers and it takes a lot of time to record reports and frequent inventory data errors that result in discrepancies between the inventory data and the physical goods. The next problem is that the store wants to give discounts to customers who often come in order to increase customer loyalty, but there is no system that can record loyal customers. In defining requirements and analyzing and designing systems for companies, data collection methods are needed by means of literature study, observation, interviews, design, implementation, and testing. For the analysis method and the concept of this information system, the unified modeling language (UML) model is used. The results of this study will be the construction of a web-based point of sale information system which is expected to be able to deal with the problems that exist in the store. This information system is made using the PHP programming language, MySQL database. With this point of sale information system, it can handle complaints experienced by the store in the process of the system running. Such as an error in the sales transaction process and data collection of goods and the length of time required to process sales reports.
信息技术的发展如此之快,导致了日益激烈的商业竞争的出现。在零售业务中应用信息技术当然有助于简化和加快业务流程。Toys Amanah是一家位于jr .的家庭商店。西爪哇省勿加西市勿加西南区勿加东Jaya村Kemandoran Pekayon RT 04/RW 023。这家商店出售各种玩具和办公文具用品。在其业务流程中,该店仍然手工进行销售交易活动,使用收据和笔记本记录销售数据,收集货物数据。因此,在交易过程中,在计算客户必须支付的金额时经常出现错误,记录报告需要花费大量时间,并且经常出现库存数据错误,导致库存数据与实物不符。下一个问题是,商店想给经常来的顾客打折,以增加顾客的忠诚度,但没有系统可以记录忠诚的顾客。在为公司定义需求、分析和设计系统时,需要通过文献研究、观察、访谈、设计、实施和测试等方法来收集数据。对于该信息系统的分析方法和概念,采用统一建模语言(UML)模型。本研究的结果将是构建一个基于web的销售点信息系统,该系统有望能够处理商店中存在的问题。本信息系统采用PHP编程语言,MySQL数据库进行开发。有了这个销售点信息系统,可以处理店铺在系统运行过程中遇到的投诉。如销售交易过程中的错误和货物数据收集以及处理销售报告所需的时间长度。
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引用次数: 0
Studi Kekuatan Impact Laminasi Sistem Sisip (Sandwich) Fiberglass dan Polyurethane Foam
Pub Date : 2022-10-31 DOI: 10.31599/jaringsaintek.v4i2.1197
Okvani Heys, A. Widodo
Fiberglass boats are one of the options that are often used as an alternative to wooden boats. However, leaks on fiberglass boats are very difficult to handle at sea, so laminate using a sandwich system on fiberglass material and Polyurethane Foam can be a solution to deal with leaks on fiberglass boats at sea, where Polyurethane Foam can be a solution to prevent the entry of water when the fiberglass material experiences leaks or cracks in fiberglass boats. In this study, tests will be carried out on the laminated system of fiberglass inserts and polyurethane foam with variations of three types of polyol and isocyanate mixture compositions to form polyurethane foam materials, namely 1:1, 1:1.5, 1:2 using the charpy type impact test method with reference to on ASTM D256 93a to determine the impact value, then an analysis of the average value of the test results was carried out and compared with the impact value of fiberglass sandwich composites reinforced with palm fiber and epoxy. From the results of the impact test, the average 1:1 variance is 0.033j/cm3, and the 1:1.5 variance is 0.038j/cm3, 1:2 variance is 0.034j/cm3. From the test results, it was found that the average value of the variance of 1:1.5 was able to exceed the value of fiber composites reinforced with fibers and epoxy which had the same thickness on the skin.
玻璃纤维船是一种经常被用来替代木船的选择。然而,玻璃纤维船的泄漏在海上很难处理,因此在玻璃纤维材料和聚氨酯泡沫上使用夹层系统的层压板可以解决海上玻璃纤维船的泄漏问题,当玻璃纤维材料在玻璃纤维船上发生泄漏或裂缝时,聚氨酯泡沫可以防止水进入。本研究将参考ASTM d25693a,采用charpy式冲击试验方法,对玻璃纤维嵌件与聚氨酯泡沫塑料复合体系进行试验,分别以1:1、1:1.5、1:2三种多元醇与异氰酸酯混合成分的变化形成聚氨酯泡沫材料,以确定冲击值。然后对试验结果的平均值进行了分析,并与棕榈纤维和环氧树脂增强玻璃纤维夹层复合材料的冲击值进行了比较。从冲击试验结果来看,平均1:1方差为0.033j/cm3, 1:1.5方差为0.038j/cm3, 1:2方差为0.034j/cm3。从试验结果可以看出,该方差的平均值为1:1.5,能够超过纤维和环氧树脂增强的纤维复合材料在皮面上相同厚度的值。
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