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An Automatic Environment Monitoring System Using a MobileNet Transfer Learning 基于MobileNet迁移学习的自动环境监测系统
Pub Date : 2021-09-29 DOI: 10.31253/te.v5i1.669
Darmatasia Darmatasia, Zulkaranim Masyhur, Asep Indra Syahyadi
The universities have an important role to encourage and support the Sustainable Development Goals (SDGs). UIN Alauddin Makassar as one of the universities in Indonesia establishes a green campus program to support it. An automatic environment system was built to ensure the cleanliness of the university environment. A comfortable and healthy work environment is expected can improve the productivity and motivation of the academic civities. The system was built using a MobileNet architecture that using a transfer learning approach. It can detect the cleanliness level of the environment which consists of three classes: “Clean”, “Less_Clean”, and “Dirty” in real-time. The dataset used to train the model was obtained by capturing images of the environment around the university.  The best result of the model was achieved by using an Adam optimizer with applying a dropout in the last layer of the network. The total accuracy of the model is about 83%.
大学在鼓励和支持可持续发展目标方面发挥着重要作用。望加锡大学作为印度尼西亚的一所大学,建立了一个绿色校园项目来支持它。建立了自动环境系统,以确保大学环境的清洁。期望一个舒适健康的工作环境可以提高学术城市的生产力和积极性。该系统采用迁移学习方法的MobileNet架构构建。它可以实时检测环境的清洁度等级,分为三级: - œCleanâ - >、 - œLess_Cleanâ - >、 - œDirtyâ - >。用于训练模型的数据集是通过捕获大学周围环境的图像获得的。利用Adam优化器在网络的最后一层加入dropout,得到了模型的最佳结果。该模型的总准确率约为83%。
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引用次数: 0
Systematic Literature Review: Smart City Framework 系统文献综述:智慧城市框架
Pub Date : 2021-09-29 DOI: 10.31253/te.v5i1.667
Riki Riki, Setyawan Widyarto, Saliyah Kahar
Smart cities are currently becoming the trend of large cities in the world and large cities in Indonesia. As the center of human civilization, cities cannot do without the problems of excess capacity and comfort. More and more people are migrating from the countryside to the cities, which brings new problems to the cities. Cities need to change to survive in the future. Strong indicators are needed to support cities, whether in terms of natural environment, society, communities, infrastructure, and education. In this article, we discuss a systematic literature review of research related to smart cities. The systematic literature review is divided into three stages, introduction stage, demographic analysis stage and result analysis. The results reveal important indicators of smart cities based on the conclusions of previous research
智慧城市目前正在成为世界大城市和印尼大城市的发展趋势。城市作为人类文明的中心,必然存在产能过剩和舒适度问题。越来越多的人从农村向城市迁移,这给城市带来了新的问题。城市需要改变才能在未来生存。无论是在自然环境、社会、社区、基础设施还是教育方面,都需要强有力的指标来支持城市。在本文中,我们对智慧城市相关研究进行了系统的文献综述。系统的文献综述分为绪论阶段、人口统计分析阶段和结果分析三个阶段。结果在前人研究结论的基础上揭示了智慧城市的重要指标
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引用次数: 0
Web Based Ordering and Inventory Information System for Online Printing Services with TAM Method 基于TAM方法的在线印刷服务订购与库存信息系统
Pub Date : 2021-09-29 DOI: 10.31253/te.v5i1.665
Dea Novitasari, Ardie halim Wijaya
In this digital era, it is easier for people to carry out all their activities with the help of technology, one of which is ordering activities. PT Media Langit Persada is a company engaged in digital printing where the ordering process is still done manually. For example customer must come to the printing house and make direct order transactions even the management division still doing data collection manually. This is considered less effective because it may causes many errors while storing data and the information obtained by the customer. This study aims to create a web-based ordering system that is expected to make it easier for customers to make ordering transactions while the company easier in managing other business processes. This system will later be tested using the Technology Acceptance Model (TAM) method which will determine whether this system is suitable for use and can be accepted by the community or not. This task can be done by distributing questionnaires to several prospective respondents who are considered to be contributing to this system.
在这个数字时代,人们更容易在技术的帮助下进行所有的活动,其中之一就是订餐活动。PT Media Langit Persada是一家从事数字印刷的公司,订购过程仍然是手动完成的。例如,客户必须到印刷厂直接下单交易,即使管理部门仍然手工收集数据。这被认为效率较低,因为它可能在存储客户获得的数据和信息时导致许多错误。本研究旨在创建一个基于网络的订购系统,该系统有望使客户更容易进行订购交易,同时公司更容易管理其他业务流程。稍后将使用技术接受模型(TAM)方法测试该系统,以确定该系统是否适合使用并可被社区接受。这项任务可以通过向被认为对该系统有贡献的几个潜在应答者分发调查问卷来完成。
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引用次数: 0
Implementation of The Framework for The Application of System Thinking for School Financial Information Systems 学校财务信息系统系统思维应用框架的实现
Pub Date : 2021-09-29 DOI: 10.31253/te.v5i1.619
Setiawansyah Setiawansyah, Parjito Parjito, Dyah Ayu Megawaty, Nuralia Nuralia, Yuri Rahmanto
The library at SMK Negeri Sukoharjo is a library that has library management staff and several book collections according to library standards and has adequate library facilities and infrastructure. Students are required to become members of the school library to support the learning process. However, the process of borrowing and returning books is still conventional, that is, all library administration data collection in borrowing and returning books is still written in the book, and when looking for the required data, you must open the book page. Implementation of a library administration information system using FAST (Framework for the Application of Systems Technique), users can better understand and easily use applications made to maximize the performance of library staff, principals, and students in managing library administration. The design of the library administration information system using FAST (Framework for the Application of Systems Technique) has a Scope Definition, Problem Analysis, Requirement Analysis, Logical Design, Decision Analysis, Physical Design, Construction and Testing, Installation and Delivery, and Prototype. In accordance with the needs of users on the library administration information system based on the user experience design carried out. The results of web quality testing are 88.31% with very good criteria.
SMK Negeri Sukoharjo的图书馆有图书馆管理人员和按照图书馆标准收藏的若干图书,并有足够的图书馆设施和基础设施。学生必须成为学校图书馆的会员,以支持学习过程。但是,借书还书的流程仍然是常规的,即借书还书中的所有图书馆管理数据收集仍然写在书中,并且在查找所需数据时,必须打开书页。使用FAST(系统应用架构技术)实施图书馆管理资讯系统,使用者可以更了解和方便地使用这些系统,使图书馆职员、校长和学生在管理图书馆管理方面表现最佳。采用FAST (Framework for Application of Systems Technique)技术对图书馆管理信息系统进行了范围定义、问题分析、需求分析、逻辑设计、决策分析、物理设计、构建与测试、安装与交付和原型设计。根据用户的需求对图书馆管理信息系统进行了基于用户体验的设计。网页质量测试结果为88.31%,标准非常好。
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引用次数: 7
Application of the Weighted Product Method to Determine House Renovation Assistance in Pringsewu Regency 加权乘积法在平世武县房屋改造援助确定中的应用
Pub Date : 2021-09-29 DOI: 10.31253/te.v5i1.664
Ponidi Ponidi, R. Renaldo, Siti Mukodimah, Satria Abadi
The challenge faced by local governments in implementing house renovation assistance is determining which residents are eligible to receive house renovation assistance. This problem can be overcome by creating an effective and efficient assessment system for receiving house renovation assistance. By using the Weighted Product (WP) method, it is hoped that it can help simplify and speed up the performance of local governments in selecting the recipients of house renovation assistance. The function of this method is to determine the weight value for each alternative and the criteria having been determined. From the analysis of the manual system using 9 criteria/indicators, the result is that prospective recipients who have a vulnerable value of 0.03 to 0.04 are more worthy of priority for house renovation assistance. If the vulnerable value is below 0.029, the prospective beneficiaries will be reviewed for the next year's RTLH program
地方政府在实施房屋改造援助时面临的挑战是确定哪些居民有资格获得房屋改造援助。这个问题可以通过建立一个有效和高效的评估系统来解决。通过使用加权乘积法(WP),希望可以帮助地方政府简化和加快选择房屋改造援助对象的绩效。该方法的功能是确定每个备选方案的权重值和已确定的标准。从使用9个标准/指标的人工系统分析结果来看,脆弱值为0.03 ~ 0.04的准受助人更值得优先获得房屋翻新援助。如果脆弱值低于0.029,将对潜在受益人进行明年RTLH计划的审查
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引用次数: 0
Analysis and Design Information System using CPM (Critical Path Method) Method the web-based at PT.Pakarti Tirtoagung 基于关键路径方法的信息系统分析与设计
Pub Date : 2019-02-20 DOI: 10.31253/te.v2i2.146
Bella Liantono, Edy Edy
Project planning has several stages or project activity plans that can result in the running of a project more optimally to the project estimation that can help the planning manager or project manager work together in preparing project implementation at PT. Pakarti Tirtoagung. PT. Pakarti Tirtoagung is a business that will produce an intangible product (service) / service activity for construction and oil services that will be used for the needs of other companies. Problems at PT. Pakarti Tirtoagung in processing project data using the MS system. Excel which results in data redundancy so it must check data -  data and must be input again. This results in data redundancy and lack of data consistency so the presentation of project manager information is less accurate. Then this research uses CPM (Critical Path Method) method to determine the level of project progress in order to optimize project duration, possibility of accelerating time of project implementation and make it easier as admin by supporting project estimation activities, making it easier to manage planning of project activities and preparing a project scheduling. The design is implemented using PHP and MySQL database servers.
项目计划有几个阶段或项目活动计划,这些计划可以使项目的运行更加优化,从而可以帮助计划经理或项目经理在PT. Pakarti Tirtoagung准备项目实施。PT. Pakarti Tirtoagung是一家为建筑和石油服务提供无形产品(服务)/服务活动的企业,这些产品/服务活动将用于满足其他公司的需求。PT. Pakarti Tirtoagung在使用MS系统处理项目数据时存在的问题。导致数据冗余的Excel,所以它必须检查数据-数据,必须再次输入。这导致数据冗余和缺乏数据一致性,因此项目经理信息的表示不太准确。然后,本研究使用关键路径法(CPM)方法确定项目进度水平,以优化项目持续时间,加快项目实施时间的可能性,并通过支持项目评估活动,使其更容易管理项目活动计划和编制项目进度。本设计采用PHP和MySQL数据库服务器实现。
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引用次数: 0
Analysis and Implementation of Online-Based Rice Sales (e-commerce) at UD. Toko Beras Santy 贵州大学网上大米销售(电子商务)的分析与实现东京贝拉是圣诞老人
Pub Date : 2019-02-20 DOI: 10.31253/te.v2i2.231
T. Gunawan, Dram Renaldi
Improvements in human resources have made rapid developments in technology and information. In the business sector the use of technology greatly affects sales and marketing, but not all business sectors have used technology in their sales and marketing. One way to increase the area of ​​marketing is to use internet technology that can cover many areas. With the existence of internet technology everyone from many areas can be connected easily and quickly. The use of the internet in the business sector is not only limited to the expansion of the marketing area but can also be used as a medium of transaction that uses the internet network called e-commerce which is very helpful for customers in purchasing a product. With the help of the Technology Acceptance Model or TAM method, researchers can understand the factors that influence the acceptance of the use of computer technology through 5 factors, namely, Perceived Ease of Use, Perceived Usefulness, Attitude Toward Using, Behavioral Intention Of Use, and Actual System Usage. TAM aims to explain the user's acceptance of an information system as well as with this e-commerce web can help in the selection of rice products quickly and expand the area of ​​product marketing.
人力资源的改善使技术和信息迅速发展。在商业部门,技术的使用极大地影响了销售和营销,但并不是所有的商业部门都在销售和营销中使用了技术。增加营销领域的一种方法是使用可以覆盖许多领域的互联网技术。随着互联网技术的存在,来自许多地区的每个人都可以轻松快速地联系起来。互联网在商业领域的使用不仅限于扩大营销领域,而且还可以作为一种交易媒介,使用互联网网络称为电子商务,这对客户购买产品非常有帮助。通过技术接受模型或TAM方法,研究者可以通过感知易用性、感知有用性、使用态度、行为使用意图和实际系统使用5个因素来理解影响计算机技术使用接受度的因素。TAM的目的是解释用户接受的信息系统,以及与这个电子商务网站可以帮助在大米产品的快速选择和扩大产品营销的领域。
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引用次数: 0
Comparison of Data Mining Methods Using the Naïve Bayes Algorithm and K-Nearest Neighbor in Predicting Immunotherapy Success 使用Naïve贝叶斯算法和k近邻预测免疫治疗成功的数据挖掘方法的比较
Pub Date : 2019-02-20 DOI: 10.31253/TE.V2I2.139
Budi Harto, R. Rino
tumor or cancer is a disease that is a problem for people who are increasing every year. This disease in both the early and final stages requires attention because in this disease sufferers have a large risk of death. along with the rapid development of technology, we can use the technology to facilitate in all fields one of which is to predict success in a therapy. Data mining is one of the techniques used by the author in testing the dataset used in this study to get the best algorithm between Naïve Bayes and the K-Nearest Neighbor algorithm by using the Rapid Miner S tudio application and applying the best algorithm into the expected application or expert system. can help users predict the success of a therapy.
肿瘤或癌症是一种每年都在增加的疾病。这种疾病的早期和晚期都需要注意,因为这种疾病的患者有很大的死亡风险。随着科技的飞速发展,我们可以利用科技来促进各个领域的发展,其中之一就是预测治疗的成功。数据挖掘是作者在测试本研究使用的数据集时使用的技术之一,通过使用Rapid Miner S工作室应用程序,并将最佳算法应用于预期的应用程序或专家系统,从而获得Naïve贝叶斯和k -最近邻算法之间的最佳算法。可以帮助使用者预测治疗的成功。
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引用次数: 0
Savings and Loans Information System Design Method Using Web-Based User Centered Design (UCD) On Cooperative gem Bakti Nusantara 基于web的以用户为中心设计(UCD)的合作宝石Bakti Nusantara储贷信息系统设计方法
Pub Date : 2019-02-20 DOI: 10.31253/te.v2i2.211
Dicky Karuna Arisandy, Rudy Arijanto
Savings and Loan Applications Using Web Based User Centered Design aims to facilitate savings and loan transactions with effective and efficient, from the user side, the user can find out the data member in the form of total deposits and loans with easy access. After doing research Cooperative gem Bakti Nusantara, savings and loan process often experience delays due to reports that the old data collection and input process is slow. Which was made based saving web application to overcome the problems of savings and loan owned, it is expected that these applications and the cooperative members can easily find out information about savings and loans, and as well as to increase the number of new members.
基于Web的以用户为中心设计的储蓄贷款应用程序旨在方便有效和快捷的储蓄贷款交易,从用户端,用户可以方便地以存贷款总额的形式查找数据成员。在做了研究合作宝石Bakti Nusantara之后,由于报告说旧数据收集和输入过程缓慢,储蓄和贷款过程经常会遇到延迟。该系统是基于储蓄网络应用程序开发的,目的是克服现有的存贷问题,希望这些应用程序和合作会员能够方便地查询到有关储蓄和贷款的信息,并增加新会员的数量。
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引用次数: 0
Analysis and Design of E-Commerce Information Systems Using the User Centered Design Method at PT. Pure Healthy Nature 基于用户中心设计方法的PT电子商务信息系统分析与设计
Pub Date : 2019-02-20 DOI: 10.31253/te.v2i2.200
Amelia Andi, Yakub Yakub
PT.Murni Alam Sehat is one of company sell medical device and medicine by prescription or without doctor’s prescription. The problem in marketing department in this company do not have promotion media for offer the products to consumer, no online sell, and order only by phone. To solve the problem in marketing department is build up e-commerce system. E-commerce system use Unifed Modelling Languange (UML); Activity Diagram, Use Case Diagram, Sequence Diagram, and Class Diagram. User Centered Design (UCD) as design method. Program language for e-commerce system is PHP and MySQL for database. The result of research is a e-commerce system website base to help search information product, company could get report easier, consumer can do purchase by online everywhere and everytime.
PT.Murni Alam Sehat是一家通过处方或没有医生处方销售医疗设备和药物的公司。该公司市场部的问题是没有向消费者提供产品的宣传媒体,没有网上销售,只能通过电话订购。为了解决营销部门存在的问题,建立了电子商务系统。统一建模语言(UML)在电子商务系统中的应用活动图、用例图、序列图和类图。以用户为中心的设计(UCD)作为设计方法。电子商务系统的程序语言为PHP,数据库为MySQL。研究的结果是一个电子商务系统网站的基础,以帮助搜索信息产品,企业可以更容易地得到报告,消费者可以随时随地在网上进行购买。
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引用次数: 0
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