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Selection of Raw Material Suppliers Using Analytical Hierarchy Process in Food and Beverage Company, South Jakarta 基于层次分析法的雅加达南部食品饮料公司原材料供应商选择
Pub Date : 2017-06-30 DOI: 10.21512/comtech.v8i2.3747
Jakfat Haekal, H. Setio
The purpose of this research was to see the selection of raw material suppliers as an assessment of supplier performance. Data were obtained from the results of assessment of the experts in food and beverage company in South Jakarta. The rate selection of suppliers was based on several criteria. There was the suitability in some products with the demand for tolerance of 10% about mismatch delivery, 10% of the accuracy of the product delivery, 5% of products quality, 5% of product prices, 5% of the easiness of information or data, and 10% of the problem-solving action. The results show that 40% of suppliers get a warning letter regarding their performance from January to June 2016, 20% of suppliers have already gotten a reprimand directly from the company, 20% of suppliers have been deactivated from the list of suppliers, because they cannot meet the target value which equals to 4,05, only 20% of the supplier can maintain its performance.
本研究的目的是将原材料供应商的选择视为对供应商绩效的评估。数据来源于雅加达南部食品饮料公司专家的评估结果。供应商的费率选择基于几个标准。在一些产品中,对错配交付的容忍度要求为10%,对产品交付的准确性要求为10%、对产品质量要求为5%、对产品价格要求为5%,对信息或数据的易用性要求为5%以及对解决问题行动要求为10%。结果显示,40%的供应商在2016年1-6月收到了关于其业绩的警告信,20%的供应商已经直接受到了公司的斥责,20%的提供商已经从供应商名单中被停用,因为他们无法达到等于4,05的目标值,只有20%的供应商能够保持其业绩。
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引用次数: 20
An Implementation of Location Based Service (LBS) for Community Tracking 基于位置服务(LBS)的社区跟踪实现
Pub Date : 2017-06-30 DOI: 10.21512/COMTECH.V8I2.3749
B. Yulianto, Rita Layona
The case of lost or missing children when people go traveling or in the hustle often occurs due to lack of parental supervision. These problems can be solved using Global Position System (GPS)-based navigation technology Location Based Service (LBS). This research aimed to determine the position of members of the community (such as family) who were lost or missing by using mobile devices. Rapid Application Development (RAD) was used for system development, which comprised the step of requirement or planning, system design, development, and cutover. The result of this research is a GPS-based application that is able to display the position of members of the community, the route to the location, and the media discussion (comments). The conclusions show that the application provides an easy and useful function in finding the location of the community member, displays the route to the location, and allows the interaction in the form of communication.
当人们外出旅行或忙碌时,由于缺乏父母的监督,经常会发生儿童丢失或失踪的情况。这些问题可以使用基于全球定位系统(GPS)的导航技术基于位置的服务(LBS)来解决。这项研究旨在确定因使用移动设备而走失或失踪的社区成员(如家人)的位置。快速应用程序开发(RAD)用于系统开发,包括需求或规划、系统设计、开发和切换。这项研究的结果是一个基于GPS的应用程序,它能够显示社区成员的位置、到达地点的路线和媒体讨论(评论)。结论表明,该应用程序在查找社区成员的位置方面提供了一个简单而有用的功能,显示了到达该位置的路线,并允许以交流的形式进行交互。
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引用次数: 8
The Development of Indoor Object Recognition Tool for People with Low Vision and Blindness 弱视盲人室内物体识别工具的研制
Pub Date : 2017-06-30 DOI: 10.21512/COMTECH.V8I2.3763
Rhio Sutoyo, Andry Chowanda
The purpose of this research was to develop methods and algorithms that could be applied as the underlying base for developing an object recognition tools. The method implemented in this research was initial problem identification, methods and algorithms testing and development, image database modeling, system development, and training and testing. As a result, the system can perform with 93,46% of accuracy for indoor object recognition. Even though the system achieves relatively high accuracy in recognizing objects, it is still limited to a single object detection and not able to recognize the object in real time.
本研究的目的是开发可以作为开发目标识别工具的底层基础的方法和算法。本研究实施的方法是初步问题识别、方法和算法测试与开发、图像数据库建模、系统开发、培训与测试。结果表明,该系统对室内物体的识别准确率为93.46%。尽管该系统在识别物体方面达到了较高的精度,但仍然局限于对单个物体的检测,无法对物体进行实时识别。
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引用次数: 0
The Implementation of Massive Open Online Courses (MOOCs)-Based E-Learning System for College Level Learners 基于大规模开放在线课程(MOOC)的高校学生电子学习系统的实现
Pub Date : 2017-06-30 DOI: 10.21512/COMTECH.V8I2.3754
Hana Silvana, Nadia Hanoum
This research aimed to find out how the implementation of MOOCs-based e-learning system was as an attempt to provide equal access to education athigher education level in Indonesia and to describe the user profile of MOOCs based e-learning. This research used a descriptive quantitative method, and the subjects of the research were 30 MOOCs participants drawn randomly. The design of the MOOCs-based e-learning implementedhad following features. Those were a) Bahasa Indonesia content; b) responsive media interface that can be accessed from a variety of devices; c) the use of short duration video content to facilitate buffering process; d) the use of interactive multimedia content; e) the use of social learningprinciples through the feature of discussion forum; and f) the use of gamification principles through the provision of badges for participants. The results of this research indicate that MOOCs-based e-learning system has the potential to improve the equal access to higher education with severalindicators. First, the majority of participants are females. Second, the latest education of most users is high school or vocational high school. Last, most have been working as employees.
本研究旨在了解基于mooc的电子学习系统的实施是如何作为一种尝试,在印度尼西亚提供平等的高等教育机会,并描述基于mooc的电子学习的用户概况。本研究采用描述性定量方法,研究对象为随机抽取的30名慕课参与者。基于mooc的网络学习设计具有以下特点。a)印尼语内容;B)可从多种设备访问的响应式媒体界面;C)使用时长较短的视频内容,以方便缓冲过程;D)使用互动式多媒体内容;E)通过论坛的特点运用社会学习原则;f)通过为参与者提供徽章来使用游戏化原则。研究结果表明,基于mooc的网络学习系统具有改善高等教育平等机会的潜力。首先,大多数参与者是女性。其次,大多数用户的最新学历是高中或职业高中。最后,大多数人都是雇员。
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引用次数: 3
Predicting and Analyzing the Length of Study-Time Case Study: Computer Science Students 预测和分析学习时间的长度个案研究:计算机科学专业的学生
Pub Date : 2017-06-30 DOI: 10.21512/COMTECH.V8I2.3756
Teny Handhayani, L. Hiryanto
The length of study-time is one of the important issues in higher education. The goal of this research was to predict and analyze the length of studytime in the early stage of Computer Science students in X University. The research proposed Mutual Information (MI) as feature selection method and Support Vector Machine (SVM) as a classification method. There were two different sections of the experiments. The first experiment used two class targets that were grouped in ‘on time group’ and ‘late group’. The experiment result shows that the proposed method produces accuracy around 85%. The second experiment used three class targets, ‘on time group’, ‘late group’, and ‘very late group’. The experiment result of the proposed method produces accuracy around 80%. Mutual Information (MI) does not only successfully raise the accuracy but also uncovers the relationship between subjects and the class targets.
学习时间的长短是高等教育中的一个重要问题。本研究的目的是预测和分析X大学计算机科学专业学生早期学习时间的长短。研究提出互信息(MI)作为特征选择方法,支持向量机(SVM)作为分类方法。实验有两个不同的部分。第一个实验使用两个班级目标,分为“准时组”和“迟到组”。实验结果表明,该方法的准确率在85%左右。第二个实验使用了三个班级目标,“准时组”、“迟到组”和“非常迟到组”。实验结果表明,该方法的准确率在80%左右。互信息(MI)不仅成功地提高了准确率,而且揭示了主体与类目标之间的关系。
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引用次数: 0
Eve: An Automated Question Answering System for Events Information Eve:一个用于事件信息的自动问答系统
Pub Date : 2017-03-31 DOI: 10.21512/COMTECH.V8I1.3781
Ivan Christanno, P. Priscilla, Jody Johansyah Maulana, Derwin Suhartono, Rini Wongso
The objective of this research was to create a closed-domain of automated question answering system specifically for events called Eve. Automated Question Answering System (QAS) is a system that accepts question input in the form of natural language. The question will be processed through modules to finally return the most appropriate answer to the corresponding question instead of returning a full document as an output. Thescope of the events was those which were organized by Students Association of Computer Science (HIMTI) in Bina Nusantara University. It consisted of 3 main modules namely query processing, information retrieval, and information extraction. Meanwhile, the approaches used in this system included question classification, document indexing, named entity recognition and others. For the results, the system can answer 63 questions for word matching technique, and 32 questions for word similarity technique out of 94 questions correctly.
这项研究的目的是创建一个专门针对名为Eve的事件的封闭域自动问答系统。自动问答系统(QAS)是一个接受自然语言形式的问题输入的系统。问题将通过模块进行处理,最终返回相应问题的最合适答案,而不是返回完整的文档作为输出。这些活动的范围是由Bina Nusantara大学计算机科学学生协会(HIMTI)组织的。它由3个主要模块组成,即查询处理、信息检索和信息提取。同时,该系统所采用的方法包括问题分类、文档索引、命名实体识别等。结果表明,在94道题中,该系统能正确回答63道单词匹配技术题,32道单词相似性技术题。
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引用次数: 0
Developing IT Strategic Planning Using Mobile Enterprise Architecture In The Academic Process of Atma Jaya Makassar University 在Atma Jaya望加锡大学学术进程中利用移动企业架构制定IT战略规划
Pub Date : 2017-03-31 DOI: 10.21512/COMTECH.V8I1.3775
Astrid Lestari Tungadi, Suharjito Suharjito
The purpose of this research was to examine the feasibility of the development of mobile enterprise strategic plan, analyze the academic process and the utilization of information technology (IT), and generate documentation IT strategic planning by implementing Mobile Enterprise Architecture in the academic process of Atma Jaya University in Makassar. Data were taken from distributing questionnaires to 297 respondents and conducting interviews to 18 respondents. Data were examined using SWOT analysis, the incorporation of academic scorecard analysis and IT balanced scorecard analysis, financial analysis, as well as analytic hierarchy process (AHP). SWOT analysis results indicate that case study is in a weak position, which possibly never take advantage of opportunities since the weakness of the stand or the power is not enough to work on it. In addition, the results of the performance analysis of the utilization of information technology using the Balanced Scorecard analysis show that the average performance is sufficient. The result of documentation of IT strategic planning was analyzed with financial analysis indicating the feasibility of implementation because it provides benefits for university of 141,32%. Furthermore, Analytic Hierarchy Process (AHP) to determine the priority of IT strategy proposals shows that the main priority is to develop portal for student and lecturer.
本研究的目的是通过在望加锡Atma Jaya大学的学术过程中实施移动企业架构,检验移动企业战略规划制定的可行性,分析学术过程和信息技术(IT)的利用,并生成文档化的IT战略规划。数据来自于向297名受访者发放问卷和对18名受访者进行访谈。使用SWOT分析、学术记分卡分析和IT平衡记分卡分析相结合、财务分析以及层次分析法(AHP)对数据进行了检验。SWOT分析结果表明,案例研究处于弱势地位,可能永远不会利用机会,因为立场的弱点或力量不足以解决问题。此外,使用平衡记分卡分析的信息技术利用绩效分析结果表明平均绩效是足够的。通过财务分析对IT战略规划的文件编制结果进行了分析,表明实施的可行性,因为它为大学带来了141,32%的利益。此外,层次分析法(AHP)确定了IT战略建议的优先级,表明主要优先级是为学生和讲师开发门户。
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引用次数: 3
Local Contrast Enhancement Using Intuitionistic Fuzzy Sets Optimized By Artificial Bee Colony Algorithm 基于人工蜂群算法优化的直觉模糊集局部对比度增强
Pub Date : 2017-03-31 DOI: 10.21512/COMTECH.V8I1.3777
D. M. Wonohadidjojo
The article presented the enhancement method of cells images. The first method used in the local contrast enhancement was Intuitionistic Fuzzy Sets (IFS). The proposed method is the IFS optimized by Artificial Bee Colony (ABC) algorithm. The ABC was used to optimize the membership function parameter of IFS. To measure the image quality, Image Enhancement Metric (IEM) was applied. The results of local contrast enhancement using both methods were compared with the results using histogram equalization method. The tests were conducted using two MDCK cell images. The results of local contrast enhancement using both methods were evaluated by observing the enhanced images and IEM values. The results show that the methods outperform the histogram equalization method. Furthermore, the method using IFSABC is better than the IFS method.
本文介绍了细胞图像的增强方法。在局部对比度增强中使用的第一种方法是直觉模糊集(IFS)。所提出的方法是利用人工蜂群(ABC)算法优化的IFS。采用ABC法对IFS的隶属函数参数进行了优化。为了测量图像质量,应用了图像增强度量(IEM)。将使用这两种方法的局部对比度增强的结果与使用直方图均衡方法的结果进行比较。使用两张MDCK细胞图像进行测试。通过观察增强图像和IEM值来评估使用这两种方法的局部对比度增强的结果。结果表明,该方法优于直方图均衡方法。此外,使用IFSABC的方法比IFS方法更好。
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引用次数: 0
The Impact of Self-Esteem and Internet Use on Academic Performance 自尊与网络使用对学业成绩的影响
Pub Date : 2017-03-31 DOI: 10.21512/comtech.v8i1.3780
Edhi Juwono, I. H. Winarta
The students’ academic performance is one of important evaluation factors in accreditation. It is interesting to explore the factors which give impact to the academic achievement or performance. This research put academic performance as the research problem. Since this research was combining two disciplines: information systems (IS) and educational management (EM), it set Internet Use (representing IS) and self-esteem (representing EM) as factors impacting the academic performance. Moreover, this research used the quantitative method. Based on the quantitative research model, the research used primary data collected from students of ABFI Institute of Perbanas, Jakarta. The data was calculated using a statistical tool called SPSS. The descriptive statistics was also applied to describe the variables, and regression technique was for describing the relationship between the variables. After analyzing the data, the research finds that self-esteem affects the academic performance significantly and positively, but the Internet use does not impact the academic performance significantly.
学生的学习成绩是评定成绩的重要因素之一。探究影响学习成绩或表现的因素是很有趣的。本研究将学习成绩作为研究问题。由于本研究将信息系统(IS)和教育管理(EM)两个学科相结合,因此将互联网使用(代表IS)和自尊(代表EM)作为影响学习成绩的因素。此外,本研究采用了定量方法。基于定量研究模型,本研究使用了从雅加达ABFI Perbanas学院学生那里收集的初步数据。这些数据是用一种名为SPSS的统计工具计算出来的。描述性统计学也用于描述变量,回归技术用于描述变量之间的关系。通过对数据的分析,研究发现自尊对学习成绩有显著的正向影响,但网络使用对学习成绩没有显著影响。
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引用次数: 0
The Implementation of ABC Classification and (Q, R) with Economic Order Quantity (EOQ) Model on the Travel Agency ABC分类与经济订货量(EOQ)模型在旅行社中的实现
Pub Date : 2017-03-31 DOI: 10.21512/COMTECH.V8I1.3778
Anggi Oktaviani, Heru Subawanto, H. Purba
To support customer loyalty programs, the travel agencies gave a souvenir to their customers. In one of the travel agencies in Jakarta, the demand for travel agency services could not be ensured. This had an impact on inventory items that were surplus to requirements. Inventory management was done by combining classifications ABC and (Q, R) with Economic Order Quantity (EOQ) model, which was usually used for uncertain demand. With “A” classification of the goods, two model (Q, R) scenarios were made and then simulated with software Arena. From these two scenarios, the results show that both have a tendency to decline, or the stockouts occur. However, the second scenario is more optimistic because a dummy variable is added the second scenario. Thus, the tendency is stable and does not decline.
为了支持顾客忠诚度计划,旅行社向顾客赠送纪念品。在雅加达的一家旅行社,无法保证对旅行社服务的需求。这对超出需求的库存项目产生了影响。将ABC和(Q, R)分类与经济订货量(EOQ)模型相结合,进行库存管理,该模型通常用于不确定需求。对商品进行“A”分类,制作两个模型(Q, R)场景,然后用Arena软件进行模拟。从这两种情况来看,结果表明两者都有下降的趋势,或者发生缺货。然而,第二个场景更加乐观,因为在第二个场景中添加了一个虚拟变量。因此,趋势是稳定的,不会下降。
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引用次数: 1
期刊
ComTech
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