首页 > 最新文献

IAIC Transactions on Sustainable Digital Innovation (ITSDI)最新文献

英文 中文
Artificial Intelligence Robots And Revolutionizing Society In Terms Of Technology, Innovation, Work And Power 人工智能机器人与技术、创新、工作和权力方面的社会革命
Pub Date : 2021-11-05 DOI: 10.34306/itsdi.v3i1.526
Efa Ayu Nabila, S. Santoso, Yudi Muhtadi, B. Tjahjono
In what ways do recent advances in robotics and artificial intelligence signal a historic economic and social transformation? This study presents a critical assessment of the subject, critiques many of the ongoing debates of technical determinism, and reframes the issues involved within a political-economic and social framework. It focuses on technological innovation's economic, political, and historical processes and their implications for employment and financial restructuring, mediated by sovereign and discursive authorities. Several epistemological and empirical issues with a transformational viewpoint are noted, and alternative views are suggested to highlight the complexity and ambiguity surrounding current and future trends. Robotics entered when the industrial revolution had many significant changes for humans. Efficiency is increased to produce various productive things. This paper uses a literature study as a method. The results of his discussion on Revolutionizing Society In Terms Of Technology, Innovation, Work And Power of Robotics.
机器人技术和人工智能的最新进展在哪些方面标志着历史性的经济和社会转型?本研究提出了对该主题的批判性评估,批评了许多正在进行的技术决定论辩论,并在政治经济和社会框架内重新构建了所涉及的问题。它侧重于技术创新的经济、政治和历史进程及其对就业和金融重组的影响,由主权和话语当局调解。几个认识论和经验问题与转型的观点被注意到,并提出了其他观点,以突出当前和未来趋势的复杂性和模糊性。当工业革命给人类带来了许多重大变化时,机器人技术就出现了。效率提高了,生产出各种各样的生产性产品。本文采用文献研究法。这是他关于从技术、创新、工作和机器人力量的角度来革命社会的讨论结果。
{"title":"Artificial Intelligence Robots And Revolutionizing Society In Terms Of Technology, Innovation, Work And Power","authors":"Efa Ayu Nabila, S. Santoso, Yudi Muhtadi, B. Tjahjono","doi":"10.34306/itsdi.v3i1.526","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.526","url":null,"abstract":"In what ways do recent advances in robotics and artificial intelligence signal a historic economic and social transformation? This study presents a critical assessment of the subject, critiques many of the ongoing debates of technical determinism, and reframes the issues involved within a political-economic and social framework. It focuses on technological innovation's economic, political, and historical processes and their implications for employment and financial restructuring, mediated by sovereign and discursive authorities. Several epistemological and empirical issues with a transformational viewpoint are noted, and alternative views are suggested to highlight the complexity and ambiguity surrounding current and future trends. Robotics entered when the industrial revolution had many significant changes for humans. Efficiency is increased to produce various productive things. This paper uses a literature study as a method. The results of his discussion on Revolutionizing Society In Terms Of Technology, Innovation, Work And Power of Robotics.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"96 S6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132478473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
The Role Of Technology In Education 技术在教育中的作用
Pub Date : 2021-10-31 DOI: 10.34306/itsdi.v3i1.524
Aang Solahudin Anwar, Bambang Mardisentosa, Alexander Williams
Here modern technology is defined as knowledge that is transformed into products, processes, services and organizational structures. Technology is always juxtaposed with the term science. Science is a human effort to understand the phenomena and facts of nature, and to preserve that knowledge conceptually and systematically. While technology is a human effort to use science for the benefit and welfare. Because of this relationship, the development of science is always related to technological developments, and vice versa. The development of science and technology has an exponential characteristic, which is getting faster and faster, because the results of one stage become the basis and reason for the next stage. It is not surprising that not only is its development accelerating but the role of science and technology in modern society is increasing in importance. The development of science is active in all fields, namely health, agriculture, economics, social sciences, natural sciences and so on.
这里,现代技术被定义为转化为产品、流程、服务和组织结构的知识。技术总是和科学这个词并列在一起。科学是人类理解自然现象和事实,并从概念上和系统地保存这些知识的一种努力。而技术是人类努力利用科学的利益和福利。由于这种关系,科学的发展总是与技术的发展相联系,反之亦然。科学技术的发展具有指数式的特点,越来越快,因为一个阶段的成果成为下一阶段的基础和原因。毫不奇怪,不仅科学技术的发展正在加速,而且科学技术在现代社会中的作用也越来越重要。科学的发展活跃于各个领域,即卫生、农业、经济、社会科学、自然科学等。
{"title":"The Role Of Technology In Education","authors":"Aang Solahudin Anwar, Bambang Mardisentosa, Alexander Williams","doi":"10.34306/itsdi.v3i1.524","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.524","url":null,"abstract":"Here modern technology is defined as knowledge that is transformed into products, processes, services and organizational structures. Technology is always juxtaposed with the term science. Science is a human effort to understand the phenomena and facts of nature, and to preserve that knowledge conceptually and systematically. While technology is a human effort to use science for the benefit and welfare. Because of this relationship, the development of science is always related to technological developments, and vice versa. The development of science and technology has an exponential characteristic, which is getting faster and faster, because the results of one stage become the basis and reason for the next stage. It is not surprising that not only is its development accelerating but the role of science and technology in modern society is increasing in importance. The development of science is active in all fields, namely health, agriculture, economics, social sciences, natural sciences and so on.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125595357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Android Based Application of Bussines License at Department Of Industry and Trade In Jayapura City 基于Android的查亚普拉市工贸局营业执照申请
Pub Date : 2021-10-31 DOI: 10.34306/itsdi.v3i1.521
F. Y. Wattimena, Lukas Batlyakru
Android Based Application of Bussines License at Department Of Industry and Trade In Jayapura City was built with the aim of making it easier for applicants to apply for SIUP online using cellphones and to improve public services at the Jayapura City Industry and Trade Office. The processing of a Trade Business Permit (SIUP) which has been done manually, which is submitted directly to the Jayapura City Office of Industry and Trade, can be done by accessing it via an Android phone. The research methods used are 1) Data collection methods are carried out through literature studies, interviews and documentation, 2) application development methods with communication stages, planning quickly, designing quickly, modeling and designing quickly, forming prototypes, software to users and feedback. Programming language used is PHP MYSQL and AppGeyser. The results of the design are in the form of an application that can process input data: applicant's personal data, company data, submission data, admin data, data confirmation, SIUP upload and the resulting output is SIUP data print, SIUP application number report.
查亚普拉市工业和贸易部基于Android的营业执照申请系统的建立,旨在使申请人更容易使用手机在线申请SIUP,并改善查亚普拉市工业和贸易部的公共服务。贸易经营许可证(SIUP)的处理是手动完成的,直接提交给查亚普拉市工业和贸易办公室,可以通过Android手机访问它。采用的研究方法有:1)通过文献研究、访谈和文献资料进行数据收集的方法;2)应用开发的方法有沟通阶段,快速规划,快速设计,快速建模和设计,形成原型,软件到用户和反馈。编程语言为PHP、MYSQL和AppGeyser。设计结果以应用程序的形式,可以处理输入数据:申请人的个人数据,公司数据,提交数据,管理数据,数据确认,SIUP上传和结果输出是SIUP数据打印,SIUP申请号报告。
{"title":"Android Based Application of Bussines License at Department Of Industry and Trade In Jayapura City","authors":"F. Y. Wattimena, Lukas Batlyakru","doi":"10.34306/itsdi.v3i1.521","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.521","url":null,"abstract":"Android Based Application of Bussines License at Department Of Industry and Trade In Jayapura City was built with the aim of making it easier for applicants to apply for SIUP online using cellphones and to improve public services at the Jayapura City Industry and Trade Office. The processing of a Trade Business Permit (SIUP) which has been done manually, which is submitted directly to the Jayapura City Office of Industry and Trade, can be done by accessing it via an Android phone. The research methods used are 1) Data collection methods are carried out through literature studies, interviews and documentation, 2) application development methods with communication stages, planning quickly, designing quickly, modeling and designing quickly, forming prototypes, software to users and feedback. Programming language used is PHP MYSQL and AppGeyser. The results of the design are in the form of an application that can process input data: applicant's personal data, company data, submission data, admin data, data confirmation, SIUP upload and the resulting output is SIUP data print, SIUP application number report.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123338338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gamification Model Framework and its Use in E-Learning in Higher Education 游戏化模型框架及其在高等教育E-Learning中的应用
Pub Date : 2021-10-31 DOI: 10.34306/itsdi.v3i1.520
Tatu Fidiatu Toimah, Y. Maulana, Irfan Fajar
The manuscript that we examined contains the introduction of gamification into e-learning lecture activities in universities. A literature study will explain conceptual differences between the techniques and methods of mechanics and game dynamics used by students. Gamification will be combined into e-learning at a university, and this has various benefits in the learning process, such as higher motivation, more fun learning, and active learning. This Paper shows the importance of gamification in learning, including in higher education. The manuscript that we created presents a different perspective on the concept of gamification in the University. The innovation in this paper describes incorporating characteristics of gamification and e-learning that can demonstrate the practical use of gamification in e-learning. The method used is a literature study. Further research expected that this framework can be applied in various universities.
我们审查的手稿包含了将游戏化引入大学电子学习讲座活动的内容。文献研究将解释学生使用的机制和游戏动态的技术和方法之间的概念差异。游戏化将与大学的电子学习相结合,这在学习过程中有各种好处,例如更高的动机,更有趣的学习和主动学习。本文展示了游戏化在学习中的重要性,包括在高等教育中的重要性。我们所创造的手稿呈现了大学游戏化概念的不同视角。本文的创新之处在于将游戏化和电子学习的特征结合起来,展示了游戏化在电子学习中的实际应用。使用的方法是文献研究法。进一步的研究表明,该框架可应用于各高校。
{"title":"Gamification Model Framework and its Use in E-Learning in Higher Education","authors":"Tatu Fidiatu Toimah, Y. Maulana, Irfan Fajar","doi":"10.34306/itsdi.v3i1.520","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.520","url":null,"abstract":"The manuscript that we examined contains the introduction of gamification into e-learning lecture activities in universities. A literature study will explain conceptual differences between the techniques and methods of mechanics and game dynamics used by students. Gamification will be combined into e-learning at a university, and this has various benefits in the learning process, such as higher motivation, more fun learning, and active learning. This Paper shows the importance of gamification in learning, including in higher education. The manuscript that we created presents a different perspective on the concept of gamification in the University. The innovation in this paper describes incorporating characteristics of gamification and e-learning that can demonstrate the practical use of gamification in e-learning. The method used is a literature study. Further research expected that this framework can be applied in various universities.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127009201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Blockchain Technology - The Use Of Cryptocurrencies In Digital Revolution 区块链技术——加密货币在数字革命中的应用
Pub Date : 2021-10-31 DOI: 10.34306/itsdi.v3i1.523
A. Faturahman, V. Agarwal, Chandra Lukita
?Cryptocurrency is a blockchain-based technology that is often used as a digital currency. Digital money is different from conventional money, this type of money does not have a physical form but only a block of data bound by a hash as validation. The data is spread to every cryptocurrency user who is in the environment. So that when a user makes a transaction, data mining will be carried out. Cryptocurrencies have several advantages but also have disadvantages when used as currency, from a legal point of view there is still no law governing the circulation of currency in digital form (cryptocurrency). The government must recognize digital currency so that it can be accepted by the general public as a means of payment. For now, the government has not recognized digital money (cryptocurrency) as a currency, because Cryptocurrency is a new phenomenon by some people in Indonesia. The rapid development of technology in the 4.0 revolution era, in the next few years money in physical form will be replaced by digital money seeing the many conveniences provided by using digital money.  
加密货币是一种基于区块链的技术,通常被用作数字货币。数字货币与传统货币不同,这种类型的货币没有物理形式,只有通过哈希绑定的数据块作为验证。数据被传播到环境中的每个加密货币用户。这样当用户进行交易时,就会进行数据挖掘。加密货币有几个优点,但当用作货币时也有缺点,从法律的角度来看,仍然没有法律来管理数字形式(加密货币)的货币流通。政府必须承认数字货币,这样它才能被公众接受为一种支付手段。目前,政府还没有承认数字货币(加密货币)是一种货币,因为加密货币对印度尼西亚的一些人来说是一种新现象。技术在4.0革命时代的飞速发展,在未来几年内,看到使用数字货币提供的诸多便利,实物形式的货币将被数字货币所取代。
{"title":"Blockchain Technology - The Use Of Cryptocurrencies In Digital Revolution","authors":"A. Faturahman, V. Agarwal, Chandra Lukita","doi":"10.34306/itsdi.v3i1.523","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.523","url":null,"abstract":"?Cryptocurrency is a blockchain-based technology that is often used as a digital currency. Digital money is different from conventional money, this type of money does not have a physical form but only a block of data bound by a hash as validation. The data is spread to every cryptocurrency user who is in the environment. So that when a user makes a transaction, data mining will be carried out. Cryptocurrencies have several advantages but also have disadvantages when used as currency, from a legal point of view there is still no law governing the circulation of currency in digital form (cryptocurrency). The government must recognize digital currency so that it can be accepted by the general public as a means of payment. For now, the government has not recognized digital money (cryptocurrency) as a currency, because Cryptocurrency is a new phenomenon by some people in Indonesia. The rapid development of technology in the 4.0 revolution era, in the next few years money in physical form will be replaced by digital money seeing the many conveniences provided by using digital money.  ","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121583934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
Locked And Tied: Locking Chain And Change Of Problems 锁和捆绑:锁链和问题的变化
Pub Date : 2021-10-31 DOI: 10.34306/itsdi.v3i1.500
Kartini, Alfiah Khoirunisa, Raihan
Blockchains are typically named as democratisation technologies, however ever, their relationship with the law and general democratic establishments remains uncertain. First, it compares blockchain technology with the broader theory of transparency. Second, it examines the link between transparency and democracy, and asks how blockchain technology mediates these relationships. Finally, it studies blockchain however technology affects specific manifestations of transparency and freedom of information. The conclusion of this text is that the relationship between transparency and democratic ideals is complex, controversial, and extremely contextual; the “democratized” technical transparency embedded within the blockchain will simply be evidenced in its application. It's undemocratic. while not considering the political gatekeepers and also the legal, social, and cultural desires that support these goals, blockchain technology cannot bring home the bacon the broader goals of transparency.
区块链通常被称为民主化技术,然而,它们与法律和一般民主机构的关系仍然不确定。首先,它将区块链技术与更广泛的透明度理论进行了比较。其次,它研究了透明度和民主之间的联系,并询问区块链技术如何调解这些关系。最后,研究了区块链技术如何影响信息透明和自由的具体表现。本文的结论是,透明度与民主理想之间的关系是复杂的、有争议的,并且具有极强的语境性;嵌入在区块链中的“民主化”技术透明度将在其应用中得到证明。这是不民主的。虽然没有考虑到政治看门人以及支持这些目标的法律、社会和文化愿望,但区块链技术无法实现更广泛的透明度目标。
{"title":"Locked And Tied: Locking Chain And Change Of Problems","authors":"Kartini, Alfiah Khoirunisa, Raihan","doi":"10.34306/itsdi.v3i1.500","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.500","url":null,"abstract":"Blockchains are typically named as democratisation technologies, however ever, their relationship with the law and general democratic establishments remains uncertain. First, it compares blockchain technology with the broader theory of transparency. Second, it examines the link between transparency and democracy, and asks how blockchain technology mediates these relationships. Finally, it studies blockchain however technology affects specific manifestations of transparency and freedom of information. The conclusion of this text is that the relationship between transparency and democratic ideals is complex, controversial, and extremely contextual; the “democratized” technical transparency embedded within the blockchain will simply be evidenced in its application. It's undemocratic. while not considering the political gatekeepers and also the legal, social, and cultural desires that support these goals, blockchain technology cannot bring home the bacon the broader goals of transparency.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123378685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Utilization of Gadget Technology as a Learning Media 小工具技术作为学习媒介的运用
Pub Date : 2021-10-31 DOI: 10.34306/itsdi.v3i1.522
D. Julianingsih, A. G. Prawiyogi, Ellen M. Dolan, Desy Apriani
The increasing demands and needs of the community, such as clothing, food, and housing, continue to soar, just like the current soaring advances in technology and information. Which is where the relationship and interaction between humans and technology have become things like basic needs and needs at any time, one example of human attachment to technology which is currently growing and becoming a competitive world for companies and technology developers, one of which is gadget technology. Gadgets are small electronic devices that have special functions in each type to make work and human needs more practical and efficient. Unlike humans who have advanced technology that is only owned by the upper strata, it is different with mini-electronic technology which is now almost owned by the middle and lower majority, namely gadget technology.
社会对衣、食、住等方面的需求不断增加,就像目前科技和信息的飞速发展一样,需求也在不断飙升。人类和技术之间的关系和互动已经成为基本需求和随时需要的东西,人类对技术的依赖的一个例子,目前这种依赖正在增长,并成为公司和技术开发人员竞争的世界,其中之一就是小工具技术。小工具是一种小型的电子设备,每一种都有特殊的功能,使工作和人类的需要更加实用和高效。不像人类拥有的先进技术只属于上层社会,它不同于现在几乎由中下层大多数人拥有的微型电子技术,即小工具技术。
{"title":"Utilization of Gadget Technology as a Learning Media","authors":"D. Julianingsih, A. G. Prawiyogi, Ellen M. Dolan, Desy Apriani","doi":"10.34306/itsdi.v3i1.522","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.522","url":null,"abstract":"The increasing demands and needs of the community, such as clothing, food, and housing, continue to soar, just like the current soaring advances in technology and information. Which is where the relationship and interaction between humans and technology have become things like basic needs and needs at any time, one example of human attachment to technology which is currently growing and becoming a competitive world for companies and technology developers, one of which is gadget technology. Gadgets are small electronic devices that have special functions in each type to make work and human needs more practical and efficient. Unlike humans who have advanced technology that is only owned by the upper strata, it is different with mini-electronic technology which is now almost owned by the middle and lower majority, namely gadget technology.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115766961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 23
Classification of Leaves Based on the Shape of Leaves Using Convolutional Neural Network Methods 基于叶片形状的卷积神经网络叶片分类
Pub Date : 2021-10-31 DOI: 10.34306/itsdi.v3i1.491
Rizka Zulfani Syahrir, Eri Prasetyo Wibowo
One part of the tree, namely the leaves, which grow on the branches, has several types of leaves consisting of 4 shapes, ranging from circular shapes, elongated shapes, and some even have a finger shape. Often we mistake the shapes of these leaves. This study discusses the classification of leaves based the shape of the leaf bones using the Convolutional Neural Network, which is used to classify data that has been labeled using one of the methods, namely supervised learning. The purpose of this method is to classify a variable into the variables that have been listed. The goal is to classify leaves based on leaf shape to implement a Convolutional Neural Network algorithm model for leaf classification based on bone shape, which will produce an accuracy value. Accuracy values are obtained from conducting experiments at the training and trial stages. So it can be concluded using the epochs parameter of 30 and a batch size of 128, using ReLU and Softmax activations. The results obtained for the accuracy value for training are 98.52%, while the validation is 89.06%.
树的一部分,即长在树枝上的叶子,有几种类型的叶子,由4种形状组成,有圆形的,有细长的,有些甚至是手指形状的。我们经常弄错这些叶子的形状。本研究使用卷积神经网络讨论了基于叶骨形状的叶子分类,卷积神经网络用于对使用其中一种方法(即监督学习)标记的数据进行分类。此方法的目的是将变量分类到已列出的变量中。目标是基于叶片形状对叶片进行分类,实现基于骨骼形状的叶片分类卷积神经网络算法模型,产生一个准确率值。准确度值是通过在训练和试验阶段进行实验获得的。因此,在使用ReLU和Softmax激活时,epoch参数为30,批大小为128,可以得出结论。训练正确率为98.52%,验证正确率为89.06%。
{"title":"Classification of Leaves Based on the Shape of Leaves Using Convolutional Neural Network Methods","authors":"Rizka Zulfani Syahrir, Eri Prasetyo Wibowo","doi":"10.34306/itsdi.v3i1.491","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.491","url":null,"abstract":"One part of the tree, namely the leaves, which grow on the branches, has several types of leaves consisting of 4 shapes, ranging from circular shapes, elongated shapes, and some even have a finger shape. Often we mistake the shapes of these leaves. This study discusses the classification of leaves based the shape of the leaf bones using the Convolutional Neural Network, which is used to classify data that has been labeled using one of the methods, namely supervised learning. The purpose of this method is to classify a variable into the variables that have been listed. The goal is to classify leaves based on leaf shape to implement a Convolutional Neural Network algorithm model for leaf classification based on bone shape, which will produce an accuracy value. Accuracy values are obtained from conducting experiments at the training and trial stages. So it can be concluded using the epochs parameter of 30 and a batch size of 128, using ReLU and Softmax activations. The results obtained for the accuracy value for training are 98.52%, while the validation is 89.06%.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124946223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Blockchain Innovation: Current and Future Viewpoints for the Travel Industry 区块链创新:旅游业的当前和未来观点
Pub Date : 2021-09-22 DOI: 10.34306/itsdi.v3i1.499
Untung Rahardja, Qurotul Aini, Sabda Maulana
Disintermediation of the travel industry in the modern area has the most powerful and successful innovation, obviously with the assistance of Blockchain innovation. The market structure has changed since the appearance of online travel planners. Determined to improve the system for the travel industry that as of now depends on this blockchain innovation, for which the reason for this paper was made, a subjective strategy with semi-organized meetings appears to be appropriate to decide the ideal use to draw out the fundamental capability of this blockchain innovation for the business. the travel industry as per specialists. From the consequences of meetings led just as from the aftereffects of considering the impact of blockchain on business, it tends to be inferred that blockchain innovation is a fitting new advance as far as restricting and forbidding new go betweens in the entrance of the travel industry, subsequently it will prompt the vanishing of go-betweens from the travel industry market and an increment in the framework straightforward that everybody knows.
旅游行业的脱媒在现代领域的创新最为强大和成功,显然借助了区块链创新。自从在线旅游计划出现以来,市场结构发生了变化。决心改善目前依赖于区块链创新的旅游业系统,为此撰写本文的原因,一种带有半组织会议的主观策略似乎是合适的,可以决定理想的用途,从而为业务提供这种区块链创新的基本能力。旅游行业的专家。从会议的结果来看,就像从考虑区块链对商业的影响的后果来看,我们倾向于推断区块链创新是一个合适的新进展,它限制和禁止新的中介进入旅游业,随后它将促使中介从旅游业市场消失,并增加一个大家都知道的框架。
{"title":"Blockchain Innovation: Current and Future Viewpoints for the Travel Industry","authors":"Untung Rahardja, Qurotul Aini, Sabda Maulana","doi":"10.34306/itsdi.v3i1.499","DOIUrl":"https://doi.org/10.34306/itsdi.v3i1.499","url":null,"abstract":"Disintermediation of the travel industry in the modern area has the most powerful and successful innovation, obviously with the assistance of Blockchain innovation. The market structure has changed since the appearance of online travel planners. Determined to improve the system for the travel industry that as of now depends on this blockchain innovation, for which the reason for this paper was made, a subjective strategy with semi-organized meetings appears to be appropriate to decide the ideal use to draw out the fundamental capability of this blockchain innovation for the business. the travel industry as per specialists. From the consequences of meetings led just as from the aftereffects of considering the impact of blockchain on business, it tends to be inferred that blockchain innovation is a fitting new advance as far as restricting and forbidding new go betweens in the entrance of the travel industry, subsequently it will prompt the vanishing of go-betweens from the travel industry market and an increment in the framework straightforward that everybody knows.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116083340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 27
Web-based Population Administration Service Information System In Kutabumi Tangerang Village kuutabumi Tangerang村基于web的人口管理服务信息系统
Pub Date : 2020-12-15 DOI: 10.34306/itsdi.v2i2.137
Saryani Saryani, R. Ningsih, Puspita Sari
The Kutabumi Kelurahan office is an office that carries out several activities to carry out government affairs, such as empowerment and service to the community. Population administration services are important in a government agency in the Kutabumi District Office. Problems that occur include the making of a request letter that is still semi-computerized using Microsoft Word and Microsoft Excel. So that the impact on services that are less effective and maximal to the needs of its residents. The system certainly has many weaknesses including the accumulation of paper and vulnerable to data loss because the data is not stored in the database. To improve the existing quality services at the Kutabumi Village Office, an administrative service system is needed so that administrative services are more effective and efficient. The analytical method used by researchers is the PIECES method (Performance, Informance, Economy, Control, Efficiency, Service). With this administration system, it can facilitate the process of requesting requirements regarding population administration and facilitate service staff in the process of population administration report activities.
Kutabumi Kelurahan办公室是一个开展多项活动以执行政府事务的办公室,例如赋予社区权力和为社区提供服务。人口管理服务在kuutabumi地区办事处的政府机构中是重要的。出现的问题包括用微软Word和微软Excel半电脑化的方式制作请求信。因此,对服务的影响,效率较低,最大限度地满足了居民的需求。该系统当然有很多缺点,包括纸张的积累和由于数据没有存储在数据库中而容易丢失数据。为了改善库塔布米村办事处现有的优质服务,需要一个行政服务系统,以使行政服务更加有效和有效率。研究人员使用的分析方法是PIECES方法(绩效、绩效、经济、控制、效率、服务)。有了这个管理系统,它可以方便地提出有关人口管理的要求,并方便服务人员在人口管理报告活动的过程中。
{"title":"Web-based Population Administration Service Information System In Kutabumi Tangerang Village","authors":"Saryani Saryani, R. Ningsih, Puspita Sari","doi":"10.34306/itsdi.v2i2.137","DOIUrl":"https://doi.org/10.34306/itsdi.v2i2.137","url":null,"abstract":"The Kutabumi Kelurahan office is an office that carries out several activities to carry out government affairs, such as empowerment and service to the community. Population administration services are important in a government agency in the Kutabumi District Office. Problems that occur include the making of a request letter that is still semi-computerized using Microsoft Word and Microsoft Excel. So that the impact on services that are less effective and maximal to the needs of its residents. The system certainly has many weaknesses including the accumulation of paper and vulnerable to data loss because the data is not stored in the database. To improve the existing quality services at the Kutabumi Village Office, an administrative service system is needed so that administrative services are more effective and efficient. The analytical method used by researchers is the PIECES method (Performance, Informance, Economy, Control, Efficiency, Service). With this administration system, it can facilitate the process of requesting requirements regarding population administration and facilitate service staff in the process of population administration report activities.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116688159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
IAIC Transactions on Sustainable Digital Innovation (ITSDI)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1