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K-Nearest Neighbors Algorithm to Student Opinion of the Online Learning Method at Wira Wacana Sumba Christian University k近邻算法对Wira Wacana Sumba基督教大学在线学习方法的学生意见
Pub Date : 2022-04-12 DOI: 10.31937/si.v12i2.2090
Andry Ananda Putra Tanggu Mara, E. Sediyono, H. Purnomo
The education sector is one of the areas that has felt the major impact of the Covid-19 pandemic. The impact that arises is the teaching and learning process must be carried out from home using the online learning method. This teaching and learning method raises a variety of responses from students. This is what makes researchers analyze these views, both in the form of positive opinions or negative opinions. The analysis process is carried out by applying sentiment analysis or opinion mining from the comment on Facebook, text mining is processed using the preprocessing method, labeled it to positive and negative. Based on the available data, a classification process is carried out using the K-Nearest Neighbors algorithm. Rapid Miner is used to experiment text data with the KNN algorithm in order to find the value of accuracy, precision and recall. From the results of research, it was obtained a value of 87.00% for accuracy and 0.916 for the AUC value. The values ​​are high enough for the classification of student opinion against this pandemic so that this research is classified as Excellent Classification.
教育部门是受到新冠肺炎大流行重大影响的领域之一。由此产生的影响是,教学和学习过程必须在家中使用在线学习方法进行。这种教学方法引起了学生的各种反应。这就是研究人员分析这些观点的原因,无论是积极的观点还是消极的观点。分析过程通过对Facebook上的评论进行情感分析或观点挖掘来进行,文本挖掘使用预处理方法进行处理,并将其标记为积极和消极。在现有数据的基础上,使用k近邻算法进行分类。利用快速挖掘算法对文本数据进行KNN算法实验,以求出准确率、精密度和召回率的值。从研究结果来看,该方法的准确度为87.00%,AUC值为0.916。这些数值足够高,可以对学生对这次大流行的看法进行分类,因此该研究被归类为优秀分类。
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引用次数: 1
Analysis and Design of Web-Based Information System for Church Congregations Case Study: Church BNKP Pewarta 基于web的教会聚会信息系统的分析与设计——以中国教会为例
Pub Date : 2022-04-12 DOI: 10.31937/si.v12i2.2403
Jansen Wiratama, Ririn Ikana Desanti
During the COVID-19 pandemic, worship activities at the Church were limited. The lack of preparation and data collection on the congregations who visit to worship regularly every week increases the risk of transmission. It needs to be minimized and anticipated. One effort that can be made to reduce this risk is to collect data on the health condition of the congregation who will attend worship. The data collection process is recorded in writing on the attendance list. This requires an iterative approach to be updated and creates a build-up to the attendance record. In addition, media information about the BNKP Pewarta Church activities is not yet available. To overcome this problem, a congregational data collection information system is needed to store congregation data and provide general information about the BNKP Pewarta Church. In designing this Congregation Data Collection Information System, the design method used is the Web Development Life Cycle (WDLC). This information system website design can store Church congregation data and present general Church information.
在新冠疫情期间,教会的敬拜活动受到限制。缺乏对每周定期做礼拜的会众的准备和数据收集,增加了传播的风险。它需要最小化和预期。减少这种风险的一个办法是收集参加礼拜的会众的健康状况数据。数据收集过程以书面形式记录在考勤表上。这需要一个迭代的方法来更新和创建一个出席记录的建立。此外,媒体还没有获得关于新基利党佩瓦塔教会活动的信息。为了克服这个问题,需要一个会众数据收集信息系统来存储会众数据并提供关于BNKP Pewarta教会的一般信息。在设计本教众数据采集信息系统时,采用的设计方法是Web开发生命周期(WDLC)。本信息系统网站设计可以存储教会会众数据,并提供一般教会信息。
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引用次数: 4
Perancangan Enterprise Arsitektur Menggunakan Framework Togaf 企业建筑的设计使用了托加夫框架
Pub Date : 2021-06-29 DOI: 10.31937/si.v12i1.1801
Rick Anderson, J. Andry
Implementation of IS / IT (Information Systems) / (Information Technology) is indispensable in a business process when a organizations wants to grow bigger, and its operational level is getting less simple, so instructions on data, technology, and application functionality will also be increasingly needed. PT Ikido Jorr Indo Sepatu is a manufacturing company that produces shoes for babies, and toddlers. The authors find problem such as most of its business processes still do not take full advantage and not optimally using IS and IT, and sometimes problems in the form of human errors, such as writing wrong memos, wrong data entry, and not having “real time” data processing between each of company division that can interfere with ongoing business processes. Therefore the authors will design a company enterprise architecture (EA) that results in harmony between IS / IT and the business needs of PT Ikido Jorr Indo Sepatu. In this study, the authors will design the EA using TOGAF (The Open Group Architecture Framework) with the ADM (Architecture Development Method) method. The results of this study are in the form of a enterprise architecture blueprint for the TOGAF method that is adapted to the business processes that are running at PT. Ikido Jorr Indo Sepatu which can help maximize the company's growth.   Index Terms—enterprise architecture; TOGAF ADM; PT Ikido Jorr Indo Sepatu
当一个组织想要扩大规模,并且其操作级别变得不那么简单时,在业务流程中实现IS / IT(信息系统)/(信息技术)是必不可少的,因此对数据、技术和应用程序功能的指导也将越来越需要。PT Ikido Jorr Indo Sepatu是一家生产婴幼儿鞋的制造公司。作者发现了一些问题,比如它的大多数业务流程仍然没有充分利用,没有最佳地使用IS和IT,有时还会出现人为错误的问题,比如编写错误的备忘录、错误的数据输入,以及在每个公司部门之间没有“实时”数据处理,这可能会干扰正在进行的业务流程。因此,作者将设计一个公司企业架构(EA),以实现IT / IS与PT Ikido Jorr Indo Sepatu的业务需求之间的和谐。在本研究中,作者将使用TOGAF(开放组架构框架)和ADM(架构开发方法)方法来设计EA。这项研究的结果以TOGAF方法的企业架构蓝图的形式出现,该蓝图适用于在PT. Ikido Jorr Indo Sepatu运行的业务流程,可以帮助最大化公司的增长。索引术语——企业架构;TOGAF ADM;PT Ikido Jorr Indo Sepatu
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引用次数: 7
Rancang Bangun Aplikasi Naskah Dinas Elektronik Berbasis Web Menggunakan WDLC 使用WDLC设计基于Web的电子服务文本应用程序
Pub Date : 2021-06-29 DOI: 10.31937/si.v12i1.1747
Nur Annisa Kadarwati Febriyani, Raden Budiarto Hadiprakoso
In the modern era of technological development, the application of electronic official script management is a solution to the administrative and communication challenges of agencies during the pandemic, such as today, where administrative work needs to be done from home (work from home). With the condition of a high level of need, the management of official manuscripts in the XYZ organization still uses conventional methods. So, this raises obstructed letter distribution and loss documents problem, and waste of paper use. We propose the Electronic Service Manuscript Management Application to replace the official script management process that previously applied conventional methods to using electronic methods to solve this problem. Besides, we also implement security aspects in the SHA-512 algorithm to fulfill authentication, AES-128 to meet confidentiality, and RSA2048 to meet integrity and non-repudiation. Apart from the security aspect, functionally, the system is built based on the Guidelines for Electronic Service Manuscripts, which are tailored to the organization's needs. The system development uses the Web Development Life Cycle (WDLC) methodology using the Yii2 framework. From the research results, it is concluded that the Electronic Service Manuscript Management Application has been built according to the needs of the organization and can be a security alternative in the official script management process.   Index Terms—digital signature; encryption; official script management; WDLC
在技术发展的现代时代,电子公文管理的应用是解决大流行病期间各机构的行政和通信挑战的办法,例如今天,行政工作需要在家中完成(在家工作)。在高需求的情况下,XYZ组织的公文文稿管理仍然使用传统的方法。因此,这就产生了阻碍信件分发和丢失文件的问题,以及浪费纸张的问题。我们提出了电子服务稿件管理应用程序,以取代以前采用传统方法的官方稿件管理流程,使用电子方法来解决这一问题。此外,我们还在SHA-512算法中实现了认证,在AES-128算法中实现了保密性,在RSA2048算法中实现了完整性和不可否认性。除保安方面外,在功能上,系统是根据“电子服务手稿指引”而建立,以配合机构的需要。系统开发使用了Web开发生命周期(WDLC)方法,并使用了ii2框架。从研究结果来看,根据组织的需要构建了电子服务稿件管理应用程序,可以作为公务稿件管理过程中的安全替代方案。索引术语-数字签名;加密;公文脚本管理;WDLC
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引用次数: 6
Aplikasi Penerimaan dan Pengeluaran Kas (ARILUKAS) Menggunakan SDLC Waterfall
Pub Date : 2021-06-29 DOI: 10.31937/si.v12i1.1806
R. Ratnawati, Y. Rahayu
Educational institutions are one of the institutions that have a lot of financial transactions in their daily activities, for example new student registration fees, payment of school fees and even grants from the government. Assa'adatul Mahmudiyah, which is our research site, is one of the educational institutions that also has a lot of cash flow transactions. However, problems arise when these transactions are still recorded manually in books or simple spreadsheet files. These problems include rewriting when making reports, calculating and checking funds manually on cash balances and so on. Therefore, making a cash flow application is an alternative to this problem. Data was collected by observing the research site, reference the literature and conducting interviews with the cash manager. While the waterfall method the researchers took as a software development method. With this cash flow application, it can speed up users in making reports and reduce errors when recording cash in and cash out Index Terms— Cash flow application, Cash in and cash out, Waterfall
教育机构是在其日常活动中有大量金融交易的机构之一,例如新生注册费,学费的支付,甚至政府的补助金。Assa'adatul Mahmudiyah,这是我们的研究网站,是一个有很多现金流交易的教育机构。然而,当这些交易仍然手工记录在账簿或简单的电子表格文件中时,问题就出现了。这些问题包括制作报表时的重写,手工计算和核对现金余额等。因此,制作现金流量应用程序是解决这个问题的另一种方法。数据的收集是通过观察研究现场,参考文献和对现金经理进行访谈。而瀑布法则是研究者们采用的一种软件开发方法。有了这个现金流应用程序,可以加快用户的报告速度,减少记录现金流入和现金流出时的错误。索引术语-现金流应用程序,现金流入和现金流出,瀑布
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引用次数: 0
Sistem Informasi Pendaftaran Mahasiswa Baru Menggunakan Framework Codeigniter dan Application Programming Interface
Pub Date : 2021-06-29 DOI: 10.31937/si.v12i1.1803
H. G. Simanullang, A. P. Silalahi, Darwis Robinson Manalu
One of the most important things in the work process is the presentation of information that is fast and accurate. Data is processed in a short time, it will increase work efficiency, one of which is by using the system to process and display data into information. Information systems are needed considering technology is growing and now people are required to use more technology to reduce activities outside the home. Problems that often arise are the tight location of registration and the length of service for one registrant due to filling out registration forms and screening examinations for new students. In addition, the large accumulation of registration and trial files also takes a long time so that announcements of new student graduations cannot be made. The goal is to build a new student admission information system for all faculties at the Indonesian Methodist University, reduce applicants who come to the registration location, reduce the use of paper registration forms, help submit and fill in student data, conduct online screening exams, provide information on new student registration, schedule and payment of tuition fees. The result of this initialization is building a new student registration information system using the Codeigniter Framework and Application Programming Interface (API).   Index Terms—Application Programming Interface (API); Codeigniter framework; information systems; online registration
工作过程中最重要的事情之一是快速准确地呈现信息。数据在短时间内得到处理,就会提高工作效率,其中之一就是利用该系统将数据处理并显示为信息。考虑到技术的发展,现在人们需要使用更多的技术来减少家庭以外的活动,信息系统是必要的。经常出现的问题是,由于填写登记表和对新生的筛选考试,注册地点紧张,一个注册者的服务时间长。此外,大量的注册和审判档案的积累也需要很长时间,因此无法公布新生的毕业情况。目标是为印度尼西亚卫理公会大学的所有院系建立一个新的学生入学信息系统,减少来注册地点的申请人,减少纸质注册表格的使用,帮助提交和填写学生数据,进行在线筛选考试,提供有关新生注册,时间表和学费支付的信息。初始化的结果是使用Codeigniter框架和应用程序编程接口(API)构建一个新的学生注册信息系统。索引术语-应用程序编程接口;Codeigniter框架;信息系统;在线注册
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引用次数: 0
Implementasi Aplikasi Manajemen Mess (AMM) Berbasis Web 基于Web的食堂管理应用(AMM)的实施
Pub Date : 2021-06-29 DOI: 10.31937/si.v12i1.1574
R. Cahyani, Hendrik Setyo Utomo
The guesthouse management process of PT PPA is done conventionally, the Group Leader (GL) and the admin coordinate face to face for data collection or changes in employee data on the homestead dwellers. Temporary data collection is done by paper, then entered by MS. Excel. Reporting on homesteads is done by MS. Excel. If there is a change in data, then the reporting of the guest house is invalid. The researcher's goal is to implement a guesthouse management application to accommodate real-time data collection by the Group Leader. Reporting on the residents of the guesthouse can be done based on the date of the guesthouse management transaction. Testing is done by black-box testing and user acceptance test (UAT). All test results are functionally successful, and the test is carried out by the IT department. Based on the UAT test, the mes management application has an attractive appearance, is very easy to use, is very helpful for room relocation, is very in accordance with the proposed design, is very well organized by employees' rooms, is very suitable for the data entered and passwords can be hidden very well.   Index Terms—guesthouse; homesteads; management; reporting; User Acceptance Test (UAT)
PT PPA的招待所管理流程是按常规进行的,集团领导(GL)和行政协调人员面对面收集数据或更改宅基地居民的员工数据。临时数据收集是通过纸张完成的,然后由MS. Excel输入。宅基地的报告由MS. Excel完成。如果数据有变化,那么宾馆的报告是无效的。研究人员的目标是实现一个宾馆管理应用程序,以适应小组负责人的实时数据收集。根据宾馆管理交易的日期,可以对宾馆的住户进行报告。测试由黑盒测试和用户验收测试(UAT)完成。所有测试结果在功能上都是成功的,测试由IT部门执行。基于UAT测试,mes管理应用程序具有美观的外观,非常易于使用,对房间搬迁非常有帮助,非常符合建议的设计,非常适合员工房间的组织,非常适合输入的数据和密码可以很好地隐藏。指数Terms-guesthouse;农舍;管理;报告;用户验收测试(UAT)
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引用次数: 1
Rancang Bangun Sistem Peminjaman Laptop dengan Metode Extreme Programming Menggunakan Framework Bootstrap 设计一种笔记本电脑贷款系统,采用一种使用框架引导的极端程序程序
Pub Date : 2021-06-29 DOI: 10.31937/si.v12i1.2087
Goldie Gunadi
PT Gramedia is a company engaged in the printing industry. Currently, PT Gramedia provides facilities for a number of laptops that can be lent to employees to support their work needs. During the current COVID-19 pandemic, PT Gramedia requires some of its employees to work from home. This results in the increasing need for employees to work devices in the form of laptops. The research conducted aims to design and build a web-based laptop lending information system using the Bootstrap 4 framework, which is intended to help make the data collection and administration process faster, easier and more efficient in terms of time, cost, place and energy. From the results of the research, a system was built according to user needs and was able to solve existing problems. In addition, the resulting system is also more flexible and dynamic and can be accessed from a variety of different types of devices.   Index Terms—Bootstrap; extreme programming; information system; laptop rental
PT Gramedia是一家从事印刷行业的公司。目前,PT Gramedia提供了一些笔记本电脑的设备,可以借给员工以支持他们的工作需求。在当前的COVID-19大流行期间,PT Gramedia要求部分员工在家工作。这导致员工对笔记本电脑形式的工作设备的需求日益增加。这项研究的目的是设计和建立一个基于网络的笔记本电脑借贷信息系统,使用Bootstrap 4框架,旨在帮助使数据收集和管理过程在时间、成本、地点和精力方面更快、更容易和更有效。从研究结果来看,根据用户需求构建了一个能够解决现有问题的系统。此外,由此产生的系统也更加灵活和动态,可以从各种不同类型的设备访问。指数Terms-Bootstrap;极限编程;信息系统;笔记本电脑租赁
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引用次数: 1
SNI ISO/IEC 27001 dan Indeks KAMI: Manajemen Risiko PUSDATIN (PUPR)
Pub Date : 2021-06-29 DOI: 10.31937/si.v12i1.1701
Piski Sundari, Wella Wella
Pusdatin of the Ministry of Public Works and Public Housing is an institution that manages data and information to support management within the ministry of public works. This research was conducted to evaluate the maturity of agencies prior to conducting an external audit of ISO 27001: 2013 certification. The method used in this research is PDCA (Plan-Do-Check-Act) using our index and ISO 27001, the technicality of this research starts from a check for analysis of current conditions, Act is carried out for assessment of the WE index, Plan compares our index results with ISO 27001, and Do control recommendations for improvement. The results of this evaluation show that PUSDATIN stopped at level I + in yellow area and overall PUSDATIN stated, "Needs improvement". In conclusion, Pusdatin is not ready for an external audit of ISO 27001: 2013 certification. The aforementioned results form the basis for the recommendations made from the findings of the WE index and compared with the ISO 27001 control.   Index Terms—audit keamanan informasi; indeks KAMI; ISO 27001:2013; tingkat kematangan SMKI
公共工程和公共住房部是一个管理数据和信息以支持公共工程部内管理的机构。本研究是为了在进行ISO 27001: 2013认证外部审核之前评估机构的成熟度。本研究使用的方法是PDCA(计划-执行-检查-行动),使用我们的指数和ISO 27001,本研究的技术性从检查现状分析开始,对WE指数进行评估,计划将我们的指数结果与ISO 27001进行比较,并提出改进建议。本次评价结果显示,PUSDATIN停在黄色区域的I +级,总体PUSDATIN表示“需要改进”。总之,普司廷还没有准备好接受ISO 27001: 2013认证的外部审核。上述结果构成了根据WE指数的调查结果提出建议的基础,并与ISO 27001控制进行了比较。索引术语-审计管理信息;indeks神灵;ISO 27001:2013;tingkat kematangan SMKI
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引用次数: 1
Studi Faktor Pendukung Popularitas Multiplayer Online Battle Arena dengan Pendekatan Kuantitatif 用定量方法研究多玩家在线热门战的支持因素
Pub Date : 2021-06-28 DOI: 10.31937/si.v12i1.1951
Tony Wibowo
One of the most popular video game genre nowadays is Multiplayer Online Battle Arena (MOBA). This genre has become the one genre to go in a multiplayer and competitive setting. This study aims to answer what makes this genre become so popular compared to another genre. The quantitative approach was used to gather a consensus of respondents that will give insight to the population's condition. By using Both DeLone & McLean and UTAUT2 model, it was found that the factors that influence MOBA popularity are Information Quality, Service Quality, Habit, Hedonic Motivation and Social Motivation. These findings show that MOBA usage are still very much influenced by social factor rather than mechanic aspect of video game. Index Terms—MOBA; DeLone & McLean; UTAUT2
多人在线竞技游戏(MOBA)是当今最流行的电子游戏类型之一。这种类型已经成为多人游戏和竞争环境中的一种类型。这项研究的目的是回答是什么让这种类型比其他类型更受欢迎。定量方法被用来收集受访者的共识,这将给洞察人口的状况。通过DeLone & McLean模型和UTAUT2模型,发现影响MOBA受欢迎程度的因素有:信息质量、服务质量、习惯、享乐动机和社会动机。这些发现表明,MOBA的使用仍然受到社交因素的影响,而不是电子游戏的机制因素。指数Terms-MOBA;德龙&麦克林;UTAUT2
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引用次数: 1
期刊
Ultima InfoSys : Jurnal Ilmu Sistem Informasi
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