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Master Data Management Model in Company: Challenges and Opportunity 公司主数据管理模式:挑战与机遇
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2179
Indrajani Indrajani
The purpose of this research is to analyze, design, and implement Master Data Management (MDM) model for company, which include database processing that will be used in the quality of data customer and produce single view of customer. The research method used is literature study from a variety of journals, books, e-books, and articles on the internet. Also, fact finding techniques are done, such as by analyze, collect, and examine the documents, interviews, and observations. Then, other research methods used to analyze and design MDM model are using cleansing and matching technique. The result obtained from this research is animplementation MDM model for the company, where if implemented, will improve the quality of data significantly. The conclusion which can be obtained from this research is that MDM is one of the factors thatcan improve the quality of customer data.
本研究的目的是分析、设计和实现公司的主数据管理(MDM)模型,其中包括将用于数据客户质量的数据库处理,并产生客户的单一视图。使用的研究方法是从各种期刊、书籍、电子书和互联网上的文章中进行文献研究。此外,事实发现技术是通过分析、收集和检查文件、访谈和观察来完成的。然后,用于分析和设计MDM模型的其他研究方法是使用清洗和匹配技术。从本研究中获得的结果是公司的实现MDM模型,如果实现该模型,将显著提高数据质量。本研究得出的结论是MDM是提高客户数据质量的因素之一。
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引用次数: 5
Application of Data Mining Algorithm to Recipient of Motorcycle Installment 数据挖掘算法在摩托车分期付款收款人中的应用
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2192
Harry Dhika, Fitriana Destiawati
The study was conducted in the subsidiaries that provide services of finance related to the purchase of a motorcycle on credit. At the time of applying, consumers enter their personal data. Based on the personal data, it will be known whether the consumer credit data is approved or rejected. From 224 consumer data obtained, it is known that the number of consumers whose applications are approved is 87% or about 217 consumers and consumers whose application is rejected is 16% or as much as 6 consumers. Acceptance of motorcycle financing on credit by using the method of applying the algorithm through CRIS-P DM is the industry standard in the processing of data mining. The algorithm used in the decision making is the algorithm C4.5. The results obtained previously, the level of accuracy is measured with the Confusion Matrix and Receiver Operating characteristic (ROC). Evaluation of the Confusion Matrix is intended to seek the value of accuracy, precision value, and the value of recall data. While the Receiver Operating Characteristic (ROC) is used to find data tables and comparison Area Under Curve (AUC).
这项研究是在提供信贷购买摩托车相关金融服务的子公司进行的。在申请时,消费者输入他们的个人数据。根据个人资料,我们会得知个人信贷资料是否被批准或拒绝。从获得的224个消费者数据中可以得知,申请被批准的消费者占87%,约217个消费者,申请被拒绝的消费者占16%,多达6个消费者。通过crisp - DM应用该算法处理摩托车信贷融资是数据挖掘处理的行业标准。决策中使用的算法为C4.5算法。在之前得到的结果中,准确度水平是用混淆矩阵和接收者工作特征(ROC)来衡量的。混淆矩阵的求值是求正确率值、精密度值、召回率值。而接受者工作特征(ROC)用于查找数据表和比较曲线下面积(AUC)。
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引用次数: 2
The Effect of 5K2S Implementation to the Opportunities of Increasing Productivity and Workplace Improvement in PT. Andesen Jaya Plastik 实施5K2S对PT. andersen Jaya塑业提高生产力和改善工作场所机会的影响
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2197
Rachmatullah Rachmatullah, T. Kasih, H. Purba
The success of Japanese companies in improving productivity is because they have a culture and a high work ethic to the application of KAIZEN management system. One such application is the Cultural 5S (Seiri, Seiton, Seiso, Seiketsu, Shitsuke). In the Astra group, 5S is known as 5K2S (Order, neatness, cleanliness, sustainability Discipline, Safety, and Service). This study aims to assess the success of the application of the system 5K2S of PT. Andesen Jaya Plastik relating to opportunities for productivity. The method used isquantitative method with a descriptive study. The type of data used is primary and secondary data. While the techniques used in collecting the data are interviews, questionnaires, and literature studies. The number ofrespondents was 31 employees. Analysis of the data used is descriptive and multiple linear regression analysis. The real success rate reachs 82.24% at the stage of familiarization (effective) and they have not yet advanced tothe next stage (prevention). The response of employees is between the Agree and Strongly Agree that is 4.11 point. The correlation between 5K2S to the opportunity of significant Productivity Improvement is Seiri/Order,Seiso/neatness, and Seiketsu/Sustainability.
日本公司在提高生产力方面的成功是因为他们有一种文化和高度的职业道德来应用改善管理体系。其中一个应用程序是文化5S (Seiri, Seiton, Seiso, Seiketsu, Shitsuke)。在阿斯特拉集团,5S被称为5K2S(秩序、整洁、清洁、可持续性、纪律、安全和服务)。本研究旨在评估安徒生Jaya塑业公司5K2S系统在提高生产效率方面的成功应用。本研究采用定量方法和描述性研究相结合的方法。使用的数据类型为主要数据和次要数据。而收集数据所用的技术是访谈,问卷调查和文献研究。受访者为31名员工。数据分析采用描述性和多元线性回归分析。在熟悉(有效)阶段,实际成功率为82.24%,尚未进入下一阶段(预防)。员工的反应介于同意和非常同意之间,为4.11分。5K2S与显著生产力改善机会之间的相关性为Seiri/Order,Seiso/整洁和Seiketsu/可持续性。
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引用次数: 1
Lifecycle, Iteration, and Process Automation with SMS Gateway 使用SMS网关的生命周期、迭代和过程自动化
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2186
Fenny Fenny
Producing a better quality software system requires an understanding of the indicators of the software quality through defect detection, and automated testing. This paper aims to elevate the design and automated testing process in an engine water pump of a drinking water plant. This paper proposes how software developers can improve the maintainability and reliability of automated testing system and report the abnormal state when an error occurs on the machine. The method in this paper uses literature to explain best practices and case studies of a drinking water plant. Furthermore, this paper is expected to be able to provide insights into the efforts to better handle errors and perform automated testing and monitoring on a machine.
生产一个质量更好的软件系统需要通过缺陷检测和自动化测试来理解软件质量的指示器。本文旨在提高某饮水厂发动机水泵的设计和自动化测试过程。本文提出了软件开发人员如何提高自动化测试系统的可维护性和可靠性,并在机器发生错误时报告异常状态。本文的方法是利用文献来解释饮用水厂的最佳实践和案例研究。此外,本文期望能够提供对更好地处理错误和在机器上执行自动化测试和监视的努力的见解。
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引用次数: 0
Provision of Public Housing in Jakarta 雅加达提供的公共住房
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2172
N. Nurdiani
Public housing is a residential provided by the government for the lower-middle class in city, to be owned. Since 2007, public housing in Jakarta has been built in the form of multi-storey housing (Rusunami). Rusunami is still regarded as one of the best alternatives for the provision of public housing in Jakarta, since the land in the city is very limited and the population is increasing. However, in the development of Rusunami, the displacement of residential units in rusunami is still happening until now. It is necessary to study how the provision of rusunami in Jakarta, whether it meets the needs and target hosts. The study was conducted using a descriptive method which studied provision of rusunami, and other secondary data regarding occupants. The study shows that the increasing number of residential units at rusunami has not covered the needs of residential in Jakarta for the lower-middle class. Occupants in rusunami are generally middle-income families. This condition indicates that the number of residential units and the fulfillment of target criteria at rusunami in Jakarta are still lacking.
公共住房是政府为城市中下阶层提供的住房,供其拥有。自2007年以来,雅加达的公共住房以多层住宅的形式建造(Rusunami)。Rusunami仍然被认为是雅加达提供公共住房的最佳选择之一,因为该市的土地非常有限,人口正在增加。然而,在汝素南开发过程中,汝素南居住单元的拆迁现象至今仍在发生。因此,有必要研究雅加达如何提供露苏那米,是否满足需求和目标宿主。该研究采用描述性方法进行,该方法研究了关于居住者的提供和其他次要数据。该研究表明,rusunami不断增加的住宅单位数量并没有满足雅加达中下阶层的住宅需求。住在“海啸”的人一般都是中等收入家庭。这一情况表明,雅加达rusunami的住宅单位数量和目标标准的实现仍然不足。
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引用次数: 2
Data Warehouse Design with Kimball Method: Case Study of Fahrenheit Manufacturing Systems 用Kimball方法设计数据仓库:以华氏制造系统为例
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2200
Widianty Widianty
Competition in the business world that increasingly stringent requires management to make decisions accurately and quickly. It is also felt by Farhenheit as entrepreneurs. To achieve thier forte in competing in theglobal competition, he needs systems like strategic decision makers which is up-to-date reliable and fast. Then the solution of area manufatur datawarehouse design is necessary to support the above objectives,i.e. : the right and fast decisions. However, Fahrenheit only has ERP as their core system currently and they do not have management support system. They have some difficulty to understand some problems and do better analysis. There are some datawarehouse development methodologies. Methods that will be used for the development of datawarehouse design is Kimball Method. Kimball method was chosen because of its development process that follows the business process is very suitable for the development of datawarehouse gradually to a company.Kimball's method gives a mart for the related business processes.This study is conducted by interview and survey from several senior managers and directors in Fahrenheit to know about their requirement and how they do analysis currently.
商业世界的竞争日益激烈,要求管理层准确、快速地做出决策。作为企业家,法亨海特也感受到了这一点。为了在全球竞争中取得优势,他需要像战略决策者这样的系统,这是最新的、可靠的、快速的。因此,区域制造商数据仓库设计的解决方案是支持上述目标的必要条件。正确和快速的决定。但是飞轮海目前只有ERP作为他们的核心系统,他们没有管理支持系统。他们在理解一些问题和做更好的分析方面有一些困难。有一些数据仓库开发方法。将用于开发数据仓库设计的方法是Kimball方法。之所以选择Kimball方法,是因为它遵循业务流程的开发过程非常适合公司逐步开发数据仓库。Kimball的方法为相关的业务流程提供了一个市场。本研究是通过采访和调查几位高级管理人员和董事,以了解他们的需求和他们目前是如何进行分析的。
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引用次数: 5
Arrangement of Players Position in Soccer Using the Technique of Naive Bayes 用朴素贝叶斯技术安排足球运动员的位置
Pub Date : 2015-12-01 DOI: 10.21512/comtech.v6i4.2204
Gusti Made Trisetya Putra, M. Rusli
In the modern soccer era, soccer is already considered as an entertainment, even modern soccer already become as an industry or a business that considered can bring a great profit to the club owner. One of the most important factor in building a team is young age soccer player development. Right young age soccer player development method, can be very helpful in establish a good team. A professional team must have a coach, for the first team or junior team. The duties of a coach is determine a right position for soccer player in the game, this duties sometimes make a coach is hard to making a right decision. This research will discuss about how to design a decision support system for determine soccer player using naive bayes technique. Data mining used naive bayes technique for find a prediction for soccer player based on the player skill test result. From this research result, it can be seen that by using decision support system using data mining with naive bayes technique can be help coach performance in determine position for soccer player especially for young age soccer player development so that can help coach in the making right decision effectively and efficiently.
在现代足球时代,足球已经被认为是一种娱乐,甚至现代足球已经成为一种被认为可以给俱乐部老板带来巨大利润的产业或商业。建立一支球队最重要的因素之一是年轻球员的发展。正确的少年足球运动员培养方法,可以对建立一支优秀的球队很有帮助。职业队必须有一名教练,无论是一线队还是青年队。教练的职责是为足球运动员在比赛中确定一个正确的位置,这种职责有时使教练很难做出正确的决定。本研究将讨论如何利用朴素贝叶斯技术设计一个足球运动员决策支持系统。数据挖掘利用朴素贝叶斯技术,根据球员技术测试结果对足球运动员进行预测。从本研究结果可以看出,利用基于朴素贝叶斯技术的数据挖掘决策支持系统可以帮助教练在足球运动员特别是青少年足球运动员的发展中确定位置,从而有效地帮助教练做出正确的决策。
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引用次数: 1
Porcelain Product Quality Analysis in PT XYZ XYZ工厂瓷器产品质量分析
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2195
Honjyo Chie, Januar Nasution, Ketut Gita Ayu, N. Septivani, Yualfin Renaldi
PT. XYZ is a company engaged in manufacturing porcelain dinner ware such as plates, cups, teapot, bowl, etc Porcelain product is safe for use and product defect will only affect the aesthetic not the functional side. The company always maintain the quality of the products produced as by maintaining a good product, in terms of visuals, will keep customers interested in the product. Good quality products characterized by quality A / B and C, and the product defect characterized by the quality of D, Lost, and BU. Concepts and methods used to analyze is a statistical process control (SPC) which includes Pareto diagram, fraction nonconformities, flow charts and fishbone diagrams and management tools (fault tree analysis). Statistical Process Control (SPC) is one of the methods, which includes Pareto charts, fraction nonconformities, flow chart, and fishbone diagram and also management tools (fault tree analysis). SPC is useful to find the facts from the problems and factors that affect the quality of the products, while fault tree analysis is useful to analyze each of the production process.
PT. XYZ是一家专业生产盘子、杯子、茶壶、碗等陶瓷餐具的公司,陶瓷产品使用安全,产品缺陷只会影响美观,不会影响功能。公司始终保持产品的质量,因为通过保持良好的产品,在视觉上,将保持客户对产品的兴趣。以质量A / B、C为特征的产品质量好,以质量D、Lost、BU为特征的产品缺陷。用于分析的概念和方法是统计过程控制(SPC),它包括帕累托图、不合格分数图、流程图和鱼骨图以及管理工具(故障树分析)。统计过程控制(SPC)是其中一种方法,它包括帕累托图、不合格率图、流程图、鱼骨图以及管理工具(故障树分析)。SPC有助于从影响产品质量的问题和因素中发现事实,而故障树分析有助于分析每个生产过程。
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引用次数: 0
Solar Analysis Using Building Information Modelling with the Glass Box Method in Jakarta 利用建筑信息模型和玻璃箱法分析雅加达的太阳能
Pub Date : 2015-12-01 DOI: 10.21512/COMTECH.V6I4.2171
R. Tomasowa
The utilisation of Building Information Modelling (BIM) focuses more on the Schematic Design or Technical Design phase, while the Preliminary or the Conceptual design is pretty much skipped. This paper shows that a simple model could utilise BIM to gain rich information about solar radiation to give ideal orientation in Preliminary phase. On this case, a spot in Jakarta is analysed with Glass Box method to depict the ideal orientation that receive a minimum solar radiation in a year span.
建筑信息模型(BIM)的应用更多地集中在方案设计或技术设计阶段,而初步设计或概念设计几乎被跳过。本文表明,一个简单的模型可以利用BIM获得丰富的太阳辐射信息,在初步阶段给出理想的方向。在这个案例中,用玻璃盒方法分析了雅加达的一个地点,以描绘一年内接收到最小太阳辐射的理想方向。
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引用次数: 0
Fractal Communication System Using Digital Signal Processing Starter Kit (DSK) TMS320c6713 分形通信系统使用数字信号处理入门套件(DSK) TMS320c6713
Pub Date : 2015-12-01 DOI: 10.21512/comtech.v6i4.2202
A. Darlis
In 1992, Wornell and Oppenheim did research on a modulation which is formed by using wavelet theory. In some other studies, proved that this modulation can survive on a few channels and has reliability in some applications. Because of this modulation using the concept of fractal, then it is called as fractal modulation. Fractal modulation is formed by inserting information signal into fractal signals that are selffractal similary. This modulation technique has the potential to replace the OFDM (Orthogonal Frequency Division Multiplexing), which is currently used on some of the latest telecommunication technologies. The purpose of this research is to implement the fractal communication system using Digital Signal Processing Starter Kit (DSK) TMS320C6713 without using AWGN and Rayleigh channel in order to obtain the ideal performance of the system. From the simulation results using MATLAB7.4. it appears that this communication system has good performance on some channels than any other communication systems. While in terms of implementation by using (DSK) via TMS320C6713 Code Composer Studio (CCS), it can be concluded that the fractal communication system has a better execution time on some tests.
1992年,Wornell和Oppenheim对利用小波理论形成的调制进行了研究。在其他一些研究中,证明了该调制可以在少数信道上存活,并且在某些应用中具有可靠性。由于这种调制采用了分形的概念,故称为分形调制。分形调制是将信息信号插入自分形相似的分形信号中形成的。这种调制技术有可能取代OFDM(正交频分复用),后者目前在一些最新的电信技术中使用。本研究的目的是在不使用AWGN和瑞利信道的情况下,使用数字信号处理入门工具包(DSK) TMS320C6713实现分形通信系统,以获得理想的系统性能。从仿真结果使用MATLAB7.4。表明该通信系统在某些信道上具有比其他通信系统更好的性能。而在TMS320C6713 Code Composer Studio (CCS)上使用(DSK)实现时,可以得出分形通信系统在某些测试中具有更好的执行时间。
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引用次数: 0
期刊
ComTech
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