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PENERAPAN DATA MINING PADA PENERIMAAN MAHASISWA BARU DENGAN ALGORITMA K-MEANS CLUSTERING
Pub Date : 2021-12-30 DOI: 10.37600/tekinkom.v4i2.367
Septian Isnanto, Suryarini Widodo
This paper aims to grouping data using Clustering method with k-means algorithm to find potential majors and type of schools that produce feature students who have a good GPA score in semester 1 and semester 2 at Politeknik STMI Jakarta. Dataset from academic data for 2017-2020 has been processed with Rapid Miner showing that in Automotive Business Administration study program there are 3 clusters of students where cluster 0 marked as best cluster is dominated by high school students majoring in Science and Social Sciences. Automotive Industry Information System study program produces 2 clusters of students where cluster 0 marked as best cluster is dominated by high school students majoring in science and vocational high school majoring in mechanical engineering. Automotive Industrial Engineering study program produces 2 clusters of students where cluster 1 marked as best cluster is dominated by high school students majoring in science. Polymer Chemical Engineering study program produces 6 student clusters where cluster 4 marked as best cluster which all come from high school students majoring in science.
本文的目的是利用聚类方法和k-means算法对数据进行分组,找到Politeknik STMI Jakarta第一学期和第二学期GPA成绩好的特色学生的潜在专业和学校类型。使用Rapid Miner对2017-2020年的学术数据集进行了处理,结果表明,在汽车工商管理研究项目中,有3个学生集群,其中被标记为最佳集群的第0个集群主要是科学和社会科学专业的高中生。汽车工业信息系统研究项目产生了2个学生集群,其中被评为最佳集群的集群0主要是理工科和机械工程专业的高中学生。汽车工业工程研究项目产生了2个学生集群,其中第1个集群被标记为最佳集群,主要是理科专业的高中生。聚合物化学工程研究项目产生了6个学生集群,其中集群4被标记为最好的集群,这些学生都来自于主修科学的高中生。
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引用次数: 0
SISTEM MANAJEMEN ASET SEBAGAI OPTIMALISASI PENELUSURAN ASET DENGAN METODE ANALYTICAL HIERARCHY PROCESS 资产管理系统以优化跟踪方法分析程序进行
Pub Date : 2021-12-29 DOI: 10.37600/tekinkom.v4i2.382
Akrim Teguh Suseno, Abdul Razak Naufal, Devi Astri Nawangnugraeni
Assets are one of the supporting equipment for business processes in a higher education organization. Asset management requires a system that is organized systematically so that the tracing process becomes more effective and efficient. In this case, asset management can be implemented in a web-based information system. The development of web-based asset management information system is carried out using the waterfall method, and for decision making in asset procurement priorities using the Analytical Hierarchy Process (AHP) method. The system development process uses the Codeigniter framework based on PHP and MySQL. The result of this development is a web-based asset management information system that is used to optimize asset tracking which is implemented at ITS NU Pekalongan.
资产是高等教育机构中业务流程的支持设备之一。资产管理需要一个系统地组织的系统,以便跟踪过程变得更加有效和高效。在这种情况下,资产管理可以在基于web的信息系统中实现。基于web的资产管理信息系统的开发采用瀑布法,资产采购优先级的决策采用层次分析法。系统的开发过程采用了基于PHP和MySQL的Codeigniter框架。这一发展的结果是一个基于网络的资产管理信息系统,用于优化在ITS NU Pekalongan实施的资产跟踪。
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引用次数: 0
PENGUKURAN IT READINESS PADA KBRI QUITO EKUADOR SEBAGAI PERWAKILAN PERTUKARAN BUDAYA MENGGUNAKAN TRI MODEL
Pub Date : 2021-12-29 DOI: 10.37600/tekinkom.v4i2.343
Rahmat Yasirandi, Dita Oktaria, Muhammad Karoma Yuda
The use of online platforms in cultural exchange is something new, so everyone has a different level of readiness. Therefore, a review is needed to determine a person's level of readiness to accept technology. In line with the existing problems, this study was made to measure the level of readiness to adopt technology. This study selects a case study of online platform technology in cultural exchange. The measurement method used in this study uses the Technology Readiness Index (TRI) model. This study used 8 official staff of the Indonesian Embassy in Quito as the sample. Research data collection is done by distributing questionnaires. After the data is collected, data analysis is carried out using the TRI value test. From the TRI test, the value is 3.49, where the value is categorized at the Medium Technology Readiness level. In the TRI model, the level of readiness is categorized as Medium Technology Readiness if the TRI value is between 2.90 to 3.51. From the results obtained, it can be concluded that the official staff of the Indonesian Embassy in Quito are ready to implement cultural exchange with an online platform, because the level of readiness is in the Medium Technology Readiness category.
利用网络平台进行文化交流是一件新鲜的事情,所以每个人的准备程度都不一样。因此,需要进行审查,以确定一个人接受技术的准备程度。针对目前存在的问题,本研究对采用技术的准备程度进行了测量。本研究选取网络平台技术在文化交流中的个案研究。本研究使用的测量方法是技术准备指数(TRI)模型。本研究以印度尼西亚驻基多大使馆的8名官方工作人员为样本。研究数据的收集是通过发放调查问卷来完成的。收集数据后,使用TRI值检验进行数据分析。从TRI测试中,该值为3.49,其中该值被归类为中等技术就绪水平。在TRI模型中,如果TRI值在2.90到3.51之间,则成熟度水平被归类为中等技术成熟度。从获得的结果可以得出结论,印度尼西亚驻基多大使馆的官方工作人员已经准备好与在线平台进行文化交流,因为准备程度处于中等技术准备类别。
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引用次数: 0
DESAIN VENDING MACHINE PENYEWAAN KAMAR HOTEL DENGAN MENGIMPLEMENTASIKAN KONSEP FINITE STATE AUTOMATA
Pub Date : 2021-12-29 DOI: 10.37600/tekinkom.v4i2.264
Rosadi Rosadi, Yessica Fara Desvia, Laela Kurniawati, Sri Rahayu, Windu Gata
The hotel industry will compete in developing their business, one of which is by applying information technology. In addition to designing an information system for business development, a vending machine can also be designed using the concept of finite state automata (FSA). FSA is a computational model with limited memory that has the function of a digital computer, which can accept input, output, temporary storage and is able to make decisions in defining inputs into outputs. The VM penyewaan kamar hotel design will make a new solution for tourists who do not book rooms online, can choose rooms independently through VM and using two payment methods, that is cash and non-cash method payment. The design stage begins with analyzing business processes at a hotel, describing the machine configuration with state diagrams and then designing the VM user interface. So that an output from the machine can be generated in the form of a room key which will then be used to enter the selected room.
酒店业将在发展业务方面展开竞争,其中之一就是应用信息技术。除了设计用于业务开发的信息系统外,还可以使用有限状态自动机(FSA)的概念来设计自动售货机。FSA是一种内存有限的计算模型,具有数字计算机的功能,可以接受输入、输出、临时存储,并能够决定将输入定义为输出。VM penyewaan kamar酒店设计将为不在线预订房间的游客提供新的解决方案,可以通过VM独立选择房间,并使用两种支付方式,即现金和非现金方式支付。设计阶段从分析酒店的业务流程开始,用状态图描述机器配置,然后设计VM用户界面。这样机器的输出就可以以房间钥匙的形式生成,然后使用房间钥匙进入所选的房间。
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引用次数: 1
SISTEM INFORMASI FRONT OFFICE UNTUK PENINGKATAN PELAYANAN PELANGGAN DALAM RESERVASI KAMAR HOTEL 前台信息系统,以增加酒店预订的客户服务
Pub Date : 2021-07-15 DOI: 10.37600/tekinkom.v4i1.279
Victor Marudut Mulia Siregar, Nancy Florida Siagian
The research aims to overcome the problem of managing customer data, room data, and transaction data manually at Hotel Fergael. The management of customer data, room data and transaction data that are processed manually, is overcome by building a Front Office Information System for hotel room reservations at Hotel Fergael. The results of the Front Office Information System research for hotel room reservations at the Fergael Hotel can be done quickly, effectively and efficiently at the receptionist's work time, making reports can also assist managers in seeing reservations that have or have occurred at the Fergael Hotel. The system is designed in the form of Visual Basic and uses a MySQL database. With this research, the receptionist can expedite the activities that run at the Fergael Hotel, especially room input, customer input, and room reservations that occur at the Fergael Hotel Pematangsiantar. Keywords: Information System, Visual Basic, MySQL, Reservation, Hotel
该研究旨在克服Fergael酒店手动管理客户数据、房间数据和交易数据的问题。Fergael酒店为酒店客房预订建立了前厅信息系统,克服了手工处理的客户数据、客房数据和交易数据的管理。在前台接待员的工作时间内,对Fergael酒店客房预订的前厅信息系统研究的结果可以快速、有效和高效地完成,制作报告也可以帮助经理查看Fergael酒店已经或已经发生的预订。本系统采用Visual Basic语言进行设计,使用MySQL数据库。通过这项研究,接待员可以加快Fergael酒店的活动,特别是在Fergael Hotel Pematangsiantar发生的房间输入、客户输入和房间预订。关键词:信息系统,Visual Basic, MySQL,预订,酒店
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引用次数: 16
RANCANG BANGUN APLIKASI BUDIDAYA PERIKANAN BERBASIS MOBILE “NUFARM” 设计一款基于NUFARM的渔业养殖应用程序
Pub Date : 2021-07-15 DOI: 10.37600/tekinkom.v4i1.234
Chatrine Sylvia, Stmik Mikroskil, Thiofani Maureen Tjandra, Rizka Nurhudami
The NUFARM application is a mobile application that delivers online aquaculture management services for aquaculture cultivators by providing information / news about aquaculture, cultivated organism’s growth monitoring by delivering real-time information about cultivation condition, and providing a marketplace for buying and selling transactions for business entrepreneurs or aquaculture cultivators.several problems have been found in the aquaculture industry which is comprise of the lack of reliableinformation sources on aquaculture management, the unavailability of media that able to assist farmers on accessing information about the place’s conditions and organisms that being cultivated, there is no place for buying and selling transactions specialized on aquaculture for farmers. entrepreneur in the aquaculture business sector. The application design provides various online aquaculture management services which are manifested in the several main features. NUMonitor which provides information about the condition of the organism in real-time (in the form of temperature, dissolved oxygen levels, and pH) for the user. NUFeed which able to feed organisms with variety of settings which is able to be scheduled, automatic feeding and manual feeding. NUPeep which is a camera sensor that able to display organism condition tothe user visually. NULight as an additional feature with its function for adjusting the illumination level of for example the aquarium lights. NUShop that serves a place for trading transactions for cultivated organisms and their equipment. As well as the NUpdate feature that able to provide the latest information / news about aquaculture along with tips and tricks for aquaculture management. Keywords: aquaculture, aquaculture management, mobile applications
NUFARM是一款为养殖户提供在线养殖管理服务的移动应用程序,通过提供养殖信息/新闻,通过提供养殖状况的实时信息来监测养殖生物的生长,并为企业家或养殖户提供买卖交易的市场。在水产养殖业中发现了一些问题,其中包括缺乏关于水产养殖管理的可靠信息来源,没有能够帮助农民获得有关当地条件和养殖生物的信息的媒体,没有为农民进行专门的水产养殖买卖交易的场所。水产养殖业企业家。应用程序设计提供各种在线水产养殖管理服务,主要表现在以下几个方面。NUMonitor为用户实时提供有关生物体状况的信息(以温度、溶解氧水平和pH值的形式)。NUFeed能够以多种设置喂养生物体,可以定时,自动喂养和手动喂养。NUPeep是一种能够直观地向用户显示生物体状况的相机传感器。作为一个额外的功能,它的功能,以调整照明水平,例如水族灯。为种植生物及其设备提供交易场所的NUShop。以及NUpdate功能,能够提供有关水产养殖的最新信息/新闻以及水产养殖管理的提示和技巧。关键词:水产养殖,水产养殖管理,移动应用
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引用次数: 1
PENGEMBANGAN SISTEM CUSTOMER RELATIONSHIP MANAGEMENT BERBASIS WEB PADA PT. TERUS MEGA TARA JAKARTA
Pub Date : 2021-07-15 DOI: 10.37600/tekinkom.v4i1.278
Erikson Damanik, Ivana Maretha Siregar
This study aims to develop a web-based CRM (Customer Relationship Management) system at the company PT. Terus Mega Tara authorized agent of AIWA electronic products. To improve service to customers and establish relationships with customers which have been done manually, it is necessary to build a web-based CRM media that can make it easier for customers to obtain the information services needed without the need to spend a lot of time and money visiting the company concerned This web-based CRM system can increase customer loyalty, provide customer satisfaction and increase the company's business opportunities in facing increasingly advanced business competition. With the existence of a web-based Customer Relationship Management (CRM) system at PT. Terus Mega Tara enables companies to improve services to their customers. Keywords: Product-Driven Company, Customer-Driven Company, CRM, Web
本研究旨在为AIWA电子产品的授权代理商PT. Terus Mega Tara公司开发一个基于web的CRM(客户关系管理)系统。为了改善对客户的服务,建立与客户的关系,这些都是手工完成的,有必要建立一个基于web的CRM媒体,它可以使客户更容易地获得所需的信息服务,而无需花费大量的时间和金钱访问有关公司。在日益激烈的商业竞争中,为客户提供满意的服务,增加公司的商业机会。凭借PT公司基于网络的客户关系管理(CRM)系统,Terus Mega Tara使公司能够改善对客户的服务。关键词:产品驱动型公司,客户驱动型公司,客户关系管理,网络
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引用次数: 4
SISTEM INFORMASI PENJUALAN DAN PERSEDIAAN PRODUK PERALATAN PERTANIAN BERBASIS WEB 基于WEB的农业设备产品的销售和供应信息系统
Pub Date : 2021-07-14 DOI: 10.37600/tekinkom.v4i1.232
Duma Yanti Siringoringo, Volvo Sihombing, Masrizal Masrizal
The rapid development of technology has brought humans into a life side by side with information and technology itself. Nowadays, more and more companies need fast and accurate information services. Processing of sales and inventory data at the Growmart (Farmer Business Branch) Bagan Batu company which still uses the manual method makes recording sales data and printing reports slow and less efficient. To solve this problem, a web-based sales and inventory information system for agricultural equipment products was designed. This web-based information system was built using the PHP programming language and the Cascading Style Sheet (CSS) as content representation, and database processing using MySQL. The result of this research is an information system that helps the sales admin section of the Growmart company to input sales data and equipment product inventory easily, quickly and efficiently..Keywords: Farmer, sales, inventory, quickly, efficiently
科技的飞速发展使人类的生活与信息技术本身并驾齐驱。如今,越来越多的公司需要快速准确的信息服务。Bagan Batu公司的Growmart(农民业务分支)仍然使用手工方法来处理销售和库存数据,这使得记录销售数据和打印报告的速度缓慢且效率低下。为解决这一问题,设计了基于web的农业装备产品销售与库存信息系统。这个基于web的信息系统使用PHP编程语言和层叠样式表(CSS)作为内容表示,数据库处理使用MySQL。本研究的成果是一个帮助Growmart公司销售管理部门轻松、快速、高效地输入销售数据和设备产品库存的信息系统。关键词:农户、销售、库存、快速、高效
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引用次数: 8
MEDIA PEMBELAJARAN KAMUS TIGA BAHASA NEGARA BERBASIS ANDROID 以ANDROID为基础的国家三种语言学习媒体字典
Pub Date : 2021-07-14 DOI: 10.37600/tekinkom.v4i1.231
Nora Yuris Prudensi, Masrizal Masrizal, Musthafa Haris Munandar
The purpose of this study is to create a dictionary application in three languages that can help users to make it easier to search for English, Korean and Indonesian vocabulary. Dictionary of 3 State Languages is a learning media that can provide convenience for students and the general public. The phenomenon that occurs is that students in the class have problems with foreign languages to complete the tasks given by the teacher in fulfilling the learning contributions needed in the learning process in foreign language subjects. This application is designed using UML, Eclipse and SQLite database. The design of this application is very useful for students, teachers, and even the general public. The method used in designing this application is the Waterfall System Development Life Cycle method. The stages carried out consist of data collection, analysis of problems and requirements, and testing. Data collected from Indonesian dictionaries, Japanese dictionaries, English dictionaries and preparatory software is required to build an application. The next step is to build an application with Eclipse and the last process is to complete the application and implement it to an android device which provides vocabulary translation services into three languages at once.. Keywords: Android, Foreign Language, Dictionary, Application
本研究的目的是创建一个三种语言的词典应用程序,可以帮助用户更容易地搜索英语、韩语和印度尼西亚语词汇。《三国语大辞典》是为广大学生和公众提供方便的学习媒体。出现的现象是,在外语学科的学习过程中,学生在完成教师布置的任务、完成所需的学习贡献方面存在外语方面的问题。本应用程序使用UML、Eclipse和SQLite数据库进行设计。这个应用程序的设计对学生、教师甚至公众都非常有用。在设计此应用程序时使用的方法是瀑布系统开发生命周期方法。所进行的阶段包括数据收集、问题和需求分析以及测试。建立应用程序需要从印尼语词典、日语词典、英语词典和预备软件中收集数据。下一步是用Eclipse构建一个应用程序,最后一个过程是完成应用程序并将其实现到一个android设备上,该设备同时提供三种语言的词汇表翻译服务。关键词:Android,外语,词典,应用
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引用次数: 0
SISTEM PENDUKUNG KEPUTUSAN PEREKRUTAN ANGGOTA BEM MENGGUNAKAN METODE SAW DAN TOPSIS 采用锯子和TOPSIS方法支持BEM成员的招聘决策系统
Pub Date : 2021-07-14 DOI: 10.37600/tekinkom.v4i1.233
A. Najar, Volvo Sihombing, Musthafa Haris Munandar
This study aims to solve problems in the recruitment of prospective BEM members at Labuhan Batu University. To select a competent member of the Labuhan Batu University Student Executive Board (BEM) organization, several stages of selection were carried out. However, decision making in recruitment isprone to collusion and nepotism at the student level on campus. To overcome this, a decision support system (DSS) for the recruitment of BEM members was designed using the SAW and TOPSIS methods. The DSS is designed using criteria, namely: GPA, Interview Score, Support Certificate, Organizational Experience and Commitment with weights for each criterion are 10, 20, 20, 30, 30.The result of this study is a decision support system using the TOPSIS method and SAW. The two best alternatives obtained from the ranking results using these two methods are alternatives with numbers A7 and A8. Keywords: Decision Support System, Selection, SAW, TOPSIS, Method
本研究的目的在于解决纳布汗峇都大学在招募未来BEM成员时所遇到的问题。为了选拔一名称职的纳布汗巴图大学学生执行委员会(BEM)组织成员,进行了几个阶段的选拔。然而,在招生决策中,容易出现学生层面的勾结和裙带关系。为了克服这一问题,利用SAW和TOPSIS方法设计了一个BEM成员招募决策支持系统(DSS)。决策支持系统的设计标准是:GPA、面试分数、支持证书、组织经验和承诺,每个标准的权重分别为10、20、20、30、30。本研究的结果是一个决策支持系统,使用TOPSIS方法和SAW。使用这两种方法从排序结果中得到的两个最佳方案是编号为A7和A8的方案。关键词:决策支持系统,选择,SAW, TOPSIS,方法
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引用次数: 4
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Jurnal Teknik Informasi dan Komputer (Tekinkom)
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