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2019 Portland International Conference on Management of Engineering and Technology (PICMET)最新文献

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Business Ecosystem Strategy Using New Hydroponic Culture Method 利用新型水培方法的商业生态系统战略
H. Kubo, Kazuki Okoso
The current, important global issues include "global warming," "population increase," and "food shortage." Japan, however, experiences problems such as "declining birthrate and aging," "declining agricultural workers," and "increasing abandoned cultivation land." In this study, we developed a new "EZ hydroponic culture method" to solve these problems. In this unique flooded agriculture system, many permeable pots with one seedling, together with fertilizer and culture medium, are mounted on a foamed polystyrene plate and floated on the surface of the water. Its characteristics are high profitability, low initial investment amount, low labor load, and low environmental load. However, this new hydroponic cultivation method differs considerably from traditional agricultural systems in terms of not only technical aspects but also management. It becomes even more prominent by collecting big data using internet of things (IoT) technology and drones as well as artificial intelligence (AI). Therefore, the construction of a new business ecosystem strategy becomes increasingly important. In this research, we proposed the "EZ hydroponic cultivation business ecosystem strategy" using the "Five Frameworks for Constructing Keystone Strategy" proposed by PICMET 2018. Furthermore, its effectiveness was confirmed based on three key performance indicators (productivity, robustness, and niche creation).
当前重要的全球性问题包括“全球变暖”、“人口增长”和“粮食短缺”。然而,日本却面临着“出生率下降和老龄化”、“农业劳动力减少”、“荒废耕地增加”等问题。在这项研究中,我们开发了一种新的“EZ水培法”来解决这些问题。在这种独特的淹水农业系统中,许多有一株幼苗的透水花盆,连同肥料和培养基,被安装在泡沫聚苯乙烯板上,漂浮在水面上。其特点是盈利能力高、初投资额低、人工负荷小、环境负荷小。然而,这种新型水培栽培方法不仅在技术方面,而且在管理方面都与传统的农业系统有很大的不同。利用物联网(IoT)技术和无人机以及人工智能(AI)收集大数据,这一点变得更加突出。因此,构建新的商业生态系统战略变得越来越重要。本研究基于PICMET 2018提出的“构建Keystone战略的五大框架”,提出了“EZ水培商业生态系统战略”。此外,根据三个关键绩效指标(生产率、稳健性和利基创造)确认了其有效性。
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引用次数: 2
The Effects of Business Environments on Innovation Activity and Firm Performance: Based on Workplace Panel Survey of South Korea 商业环境对创新活动和企业绩效的影响:基于韩国工作场所面板调查
Do-Bum Chung, H. Jang, Byungil Kim
Until now, innovation activities have been promoted to maintain sustainable competitive advantage by expanding R&D investment or acquiring external knowledge. However, innovation activity may also be one of strategies for creating new breakthroughs in difficult situations, so it is necessary to analyze the relationship between innovation activity and firm performance more closely. Therefore, this study aims to analyze the effects of business environments on innovation activity and firm performance, using the data of Workplace Panel Survey (WPS) from Korea Labor Institute. The business environments are largely divided into internal and external environments. Internal environments examine the professional management system and the regular/official personnel evaluation system, because organization management can affect innovation activity or firm performance. In addition, in order to determine what situation firms are facing in the market, external environments examine the degree of competition in domestic market and the degree of market demand. As a result of the analysis, the regular/official personnel evaluation system and the degree of market demand positively influence both innovation activity and firm performance, but the professional management system and the degree of competition in domestic market are somewhat different. That is, firms should consider the effects of internal and external business environments for innovation activity and firm performance. This study can be used as basic data for planning the innovation strategy of firms.
到目前为止,通过扩大研发投入或获取外部知识来促进创新活动以保持持续的竞争优势。然而,创新活动也可能是在困难情况下创造新突破的策略之一,因此有必要更密切地分析创新活动与企业绩效之间的关系。因此,本研究旨在分析商业环境对创新活动和企业绩效的影响,使用韩国劳动研究院的工作场所面板调查(WPS)数据。商业环境主要分为内部环境和外部环境。内部环境检查专业管理系统和定期/官方人事评估系统,因为组织管理可以影响创新活动或公司绩效。此外,为了确定企业在市场中所面临的情况,外部环境考察了国内市场的竞争程度和市场需求程度。分析结果表明,正规/正式人事考核制度和市场需求程度对创新活动和企业绩效均有正向影响,但专业化管理制度和国内市场竞争程度对创新活动和企业绩效有一定影响。也就是说,企业应该考虑内部和外部商业环境对创新活动和企业绩效的影响。本研究可作为企业创新战略规划的基础数据。
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引用次数: 1
Usage-Based Auto Insurance on the Swedish Market: A Case Study 基于使用的汽车保险在瑞典市场:一个案例研究
Daniel Pettersson, Joakim Lilliesköld, Peter Händel, Johan Agerman
The Swedish consumer market for auto insurance is in a process of transformation from traditional insurance to usage-based insurance (UBI) based on telematics. The Swedish market can be characterized as having a high level of diffusion and use of digital technologies, yet while auto UBI is well established on several markets internationally it has been struggling on the Swedish. An exploratory case study has been performed covering actors in the Swedish eco system around UBI: incumbent insurance companies, challengers, and technology providers. Interviews have been carried out with key employees and decision makers to understand which opportunities and challenges they perceive in areas ranging from technology to market and how these influence decisions to engage or not to engage in such innovations. The results indicate among other things that national characteristics influence the establishment of auto UBI; the expected technological development creates a window of opportunity preventing incumbents from engaging; the slowly increasing market penetration by UBI offered by challengers will eventually force incumbents to react; although sales of a UBI service is generally not considered profitable for an incumbent they consider or apply different strategies for self-disruption.
瑞典汽车保险消费市场正处于从传统保险向基于远程信息处理的基于使用的保险(UBI)转变的过程中。瑞典市场的特点是数字技术的传播和使用水平很高,然而,尽管汽车UBI在国际上的几个市场上建立得很好,但它在瑞典一直在苦苦挣扎。一项探索性案例研究涵盖了瑞典生态系统中围绕UBI的参与者:现有保险公司、挑战者和技术提供商。对主要员工和决策者进行了访谈,以了解他们在从技术到市场等领域所感受到的机遇和挑战,以及这些机遇和挑战如何影响参与或不参与此类创新的决定。结果表明,除其他因素外,国家特征影响了自动基本收入的建立;预期的技术发展创造了一个机会之窗,阻止现有企业参与;挑战者提供的UBI市场渗透率缓慢增长,最终将迫使现有企业做出反应;尽管对于现有企业来说,UBI服务的销售通常不被认为是有利可图的,但它们会考虑或采用不同的策略来实现自我颠覆。
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引用次数: 3
Spontaneous Webcam Instance for User Attention Tracking 用于用户注意力跟踪的自发网络摄像头实例
T. Robal
Eye tracking is one of the solutions applied in human-computer interaction research to study how users interact with user interfaces — where do they focus, what interests them and how do they browse through the content on the page. Eye tracking has also been used to detect user attention and even mind-wandering. Eye tracking is usually carried out by exploiting special hardware — expensive tools that cannot be applied to masses. Thereby, these trackers are only suitable for studies in lab conditions. The latest advancements in technology have enabled to use commercial grade webcams and special software for capturing user eye gaze. However, calibration still remains as a hurdle to overcome. Herein, we explore the applicability of spontaneous eye gaze tracking approach and its accuracy compared to a professional eye tracking solution in a controlled study. In particular, we focus on the applicability of eye tracking in a user-effortless way for focus area detection in web user interfaces.
眼动追踪是人机交互研究中应用的解决方案之一,用于研究用户如何与用户界面交互——他们关注的焦点在哪里,他们感兴趣的是什么,以及他们如何浏览页面上的内容。眼动追踪也被用来检测用户的注意力,甚至是走神。眼球追踪通常是通过使用特殊的硬件来实现的,这些昂贵的工具无法应用于大众。因此,这些跟踪器只适用于实验室条件下的研究。最新的技术进步已经能够使用商业级网络摄像头和特殊的软件来捕捉用户的目光。然而,校准仍然是一个需要克服的障碍。在此,我们在对照研究中探讨了自发眼动追踪方法的适用性及其与专业眼动追踪解决方案的准确性。我们特别关注眼动追踪在web用户界面中对焦点区域检测的适用性。
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引用次数: 2
A Managing Framework for Artificial Intelligence to Supplement Human Workforce in a Digital Economy 数字经济中人工智能补充人力资源的管理框架
Aki Tomita
Recently artificial intelligence (AI) spring has been brought about by the needs from the aging world as well as advances of the deep learning technologies. Japan is the world's most aged country: 33 percent of its population were aged 60 years or over in 2017. The population aging and population decline contribute to a decline in growth potential. Recalling the growth accounting equation, productivity, neither capital nor labor, is strongly desired to increase. This success depends on how effectively AI makes use of capital and labor, especially labor. AI is expected to supplement human workforce rather than to take place of it. Because AI is not a natural person who has his or her autonomous will, its learning is under control of some natural person. This paper proposes a management framework for AI to supplement human workforce. By looking back the AI history, the proposed management framework integrates statistical knowledge derived from machine learning and deterministic expertise obtained from expert systems. To evaluate the effectiveness of this proposal, this paper analyses expert system and machine learning applications in auditing. It was confirmed that auditors can be assisted in making decisions on broader areas by integrating the outputs from these two approaches.
近年来,随着世界老龄化的需要和深度学习技术的进步,人工智能(AI)迎来了春天。日本是世界上老龄化最严重的国家:2017年,该国33%的人口年龄在60岁及以上。人口老龄化和人口减少导致增长潜力下降。回顾增长会计方程,生产力,既不是资本也不是劳动,是强烈希望增加的。这种成功取决于人工智能如何有效地利用资本和劳动力,尤其是劳动力。预计人工智能将补充而不是取代人类劳动力。因为人工智能不是一个具有自主意志的自然人,所以它的学习是在某个自然人的控制之下。本文提出了一个人工智能的管理框架,以补充人类劳动力。通过回顾人工智能的历史,提出的管理框架整合了来自机器学习的统计知识和来自专家系统的确定性专业知识。为了评估该建议的有效性,本文分析了专家系统和机器学习在审计中的应用。会议确认,通过综合这两种方法的产出,可以协助审计员就更广泛的领域作出决定。
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引用次数: 4
Digitalization of the Kanban System 看板系统的数字化
Murat Ayabakan, Ersoy Yilmaz
Technologies of the fourth industrial revolution are closing the gap between physical and virtual world in manufacturing process and it will have a huge effects on whole supply-chain. The changing paradigm of manufacturing value chain affects tier 1 and 2 suppliers in Turkey as also affects every country and industry. Definitely, the digitalization of the lines and value chain will bring challenges to these suppliers. They either has to invest for new technologies and competent workers, or will be open to lose their market proximity advantage to cost effective competitors. A case study from a tier 1 supplier, Aisin Turkey (which is operating as a supplier to manufacturers like Toyota, Hyundai, Honda), will be shared along with the lessons learned and possible extension strategies for similar companies. In 2017 a dedicated design and manufacturing team is assigned for application of Industry 4.0 technologies and virtual product labers that can communicate with machines, lines and their die changing systems according to orders coming from customers. In this study, details of this digital production management method and the potential impacts of Industry 4.0. or digitalization of manufacturing on tier 1 and 2 automotive suppliers in Turkey will be explored.
第四次工业革命的技术正在缩小制造过程中物理世界与虚拟世界之间的差距,并将对整个供应链产生巨大影响。不断变化的制造业价值链模式影响着土耳其的一级和二级供应商,也影响着每个国家和行业。当然,生产线和价值链的数字化将给这些供应商带来挑战。它们要么必须投资新技术和有能力的工人,要么就会对具有成本效益的竞争对手失去市场接近优势。将分享一级供应商土耳其爱信(Aisin Turkey)的案例研究(该公司是丰田、现代、本田等制造商的供应商),以及从中吸取的经验教训和类似公司可能的扩展策略。2017年,一个专门的设计和制造团队被分配用于工业4.0技术和虚拟产品标签的应用,这些标签可以根据客户的订单与机器、生产线及其换模系统进行通信。在本研究中,详细介绍了这种数字化生产管理方法以及工业4.0的潜在影响。将探索土耳其一级和二级汽车供应商的数字化制造。
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引用次数: 1
Detecting Emerging Complex Technological Fields in Robotics 机器人技术中新兴复杂技术领域的检测
Toshihiro Kose, Hiroko Yamano, I. Sakata
Robots are composed of various sophisticated technologies, such as mechanics, control systems, electronics, software, and technology convergence, which could be some of the key factors driving innovation in robotics. In addition, in the era of the Internet of Things, companies are required to take measures to make alliances with possible partners, or undertake mergers and acquisitions as a means of open innovation. However, it is increasingly difficult to identify emerging technological innovation because of the speed of innovation, the uncertainty of the possible combinations that could lead to innovation, and the complex convergence of technologies. Although bibliometrics has enabled us to identify major technologies and the approximate relationship between different fields of technologies, precise methodologies are required that will be able to detect emerging technological fields in detail, especially in the case of complex technologies like robotics. By applying a citation network analysis to both clustering and detecting technology convergence, this paper proposes a methodology to precisely detect emerging complex technological fields. The patents data containing robotics in their titles and abstracts were retrieved from Derwent Innovation, and 65,796 patent citations, from 1974 to 2018, were extracted through the Academic Landscape System. This study contributes to information on decision-making on collaborations or other open innovation measures for organizations.
机器人由各种复杂的技术组成,如机械、控制系统、电子、软件和技术融合,这可能是推动机器人技术创新的一些关键因素。此外,在物联网时代,企业需要采取措施与可能的合作伙伴结盟,或者进行并购,作为开放式创新的手段。然而,由于创新的速度、可能导致创新的可能组合的不确定性以及技术的复杂趋同,识别新兴技术创新越来越困难。虽然文献计量学使我们能够识别主要技术和不同技术领域之间的近似关系,但需要精确的方法来详细检测新兴技术领域,特别是在机器人技术等复杂技术的情况下。本文将引文网络分析应用于聚类和技术融合检测,提出了一种精确检测新兴复杂技术领域的方法。从Derwent Innovation检索标题和摘要中包含机器人技术的专利数据,并通过学术景观系统提取1974年至2018年的65,796项专利引用。本研究为组织协作或其他开放式创新措施的决策提供了信息。
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引用次数: 1
The Rise of Digital Business Models: An Analysis of the Knowledge Base 数字商业模式的兴起:知识库分析
Amaury-Alexandre Schaller, Ronald Vatananan-Thesenvitz, Nonthapat Pulsiri, Arnauld-Maximilian Schaller
This conference paper explores the characteristics of publications related to the topic of digital business models (DBM). In this review science mapping techniques were applied to review 146 SCOPUS indexed articles and conference papers concerned with the implementation of DBM. Digitization and its rapid evolution are creating new products, changing customer demands and disrupting traditional markets. Hence, the focus of many companies up to date has been on the adoption of emergent technologies, such as internet of things (IoT), artificial intelligence, big-data or cloud computing. Yet in order to stay competitive and to avoid disruption by a new market entrant a firm needs to adapt and even redesign its core business model in the context of the digital age. However, successfully implementing a digital business model remains one of today's most challenging tasks. The aim of this review is to reveal the size, growth trajectory and geographic distribution of the digital business model knowledge base. Moreover, the goal is to detect key journals, authors and publications, as well as to give an overview of the intellectual structure of the literature and possibly highlight actual trends in the domain of DBM. The review attested a modest-sized knowledge base concentrated in Western countries. Furthermore, four ‘schools of thoughts’ were identified and further explained. It is a first attempt of a bibliometric review in this field, and thus shall give guidance for future research and practical implications.
本会议论文探讨了与数字商业模式(DBM)主题相关的出版物的特点。在这篇综述中,我们应用科学映射技术对146篇SCOPUS索引的关于DBM实施的文章和会议论文进行了综述。数字化及其快速发展正在创造新产品,改变客户需求并颠覆传统市场。因此,目前许多公司的重点是采用新兴技术,如物联网(IoT)、人工智能、大数据或云计算。然而,为了保持竞争力,避免被新的市场进入者扰乱,企业需要在数字时代的背景下适应甚至重新设计其核心商业模式。然而,成功实施数字化商业模式仍然是当今最具挑战性的任务之一。本综述的目的是揭示数字商业模式知识库的规模、增长轨迹和地理分布。此外,目标是检测关键期刊、作者和出版物,以及概述文献的知识结构,并可能突出DBM领域的实际趋势。该审查证实了集中在西方国家的中等规模的知识库。此外,还确定并进一步解释了四种“思想流派”。这是该领域文献计量学综述的首次尝试,对今后的研究和实践具有一定的指导意义。
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引用次数: 5
Evaluating the Selection of Cellular Business Using a Hierarchical Decision Model: The Case of Libya 用层次决策模型评价蜂窝业务的选择:以利比亚为例
Maoloud Dabab, Rafaa Khalifa, N. Beltaif
With all of the changes and challenges in Libya, the country possesses many positive attributes for carefully targeted investment in several sectors and seeks to use the last updated technology to improve public service. The Libyan ministry of telecommunication is interested in long-term investment in the cellular telecom industry. Although the ministry and its national operators have sought to catch up to the fast growth of the technology and provide the best service to the customers, the sector needs some reforms. Therefore, to improve prospects for success, four options (privatization of the companies, licensing a new foreign operator, supporting existing operators, and joint venture) were identified and evaluated based on a multiple perspectives criteria and goals using a Hierarchical Decision Model (HDM) methodology. The judgments of Libyan experts in the telecom sector were used to validate and quantify the model. The final result shows the licensing of a new foreign operator is considered to be the best option in the case of Libya.
面对利比亚的种种变化和挑战,该国拥有许多积极的属性,可以在几个领域进行谨慎的有针对性的投资,并寻求利用最新的技术来改善公共服务。利比亚电信部对移动通信行业的长期投资很感兴趣。尽管通信部及其国家运营商一直在努力赶上技术的快速发展,为客户提供最好的服务,但该行业仍需要进行一些改革。因此,为了提高成功的前景,采用层次决策模型(HDM)方法,根据多角度标准和目标,确定并评估了四种方案(公司私有化、许可新的外国运营商、支持现有运营商和合资企业)。利比亚电信部门专家的判断被用来验证和量化模型。最终结果显示,在利比亚的情况下,获得新的外国运营商的许可被认为是最好的选择。
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引用次数: 0
Blockchain and GDPR: Application Scenarios and Compliance Requirements 区块链和GDPR:应用场景和合规要求
Florian Zemler, M. Westner
Blockchain and the European General Data Protection Regulation (GDPR) are two topics that are currently highly discussed in academia and amongst professionals. The Blockchain technology is claimed to revolutionize how business is being conducted by its way of storing data and sharing it with others. The recently introduced GDPR has a huge impact on processing personal data because it brought major changes to privacy regulation. This might also affect the processing of personal data in Blockchain-based application scenarios. Based on literature analysis, the paper at hand provides an overview of the Blockchain technology, presents a decision model, and introduces two possible Blockchain application scenarios. It analyses relevant requirements of the GDPR in view of processing personal data and compares these with the fundamental principles of the Blockchain technology. The paper concludes that processing personal data in the Blockchain is violating the GDPR because it conflicts with fundamental specification of this regulation. This finding reveals the need for further research to propose concepts and frameworks for a GDPR-compliant processing of personal data using Blockchain technology.
区块链和欧洲通用数据保护条例(GDPR)是目前学术界和专业人士高度讨论的两个主题。据称,区块链技术通过存储数据和与他人共享数据的方式,彻底改变了商业运作的方式。最近出台的GDPR对个人数据处理产生了巨大影响,因为它给隐私监管带来了重大变化。这也可能影响基于区块链的应用场景中个人数据的处理。在文献分析的基础上,本文概述了区块链技术,提出了一个决策模型,并介绍了两种可能的区块链应用场景。分析了GDPR在处理个人数据方面的相关要求,并将其与区块链技术的基本原理进行了比较。本文的结论是,在区块链中处理个人数据违反了GDPR,因为它与该法规的基本规范相冲突。这一发现表明,需要进一步研究,提出使用区块链技术处理个人数据的符合gdpr的概念和框架。
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引用次数: 17
期刊
2019 Portland International Conference on Management of Engineering and Technology (PICMET)
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