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2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)最新文献

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Modelling Big Data Analytics Adoption: An Indonesian Case 采用大数据分析建模:一个印尼案例
Jonny, Kriswanto
Big Data Analytics (BDA) adoption in Indonesia is modelled in this paper. Lack of knowledge on this field has urge the importance of modeling factors that impacts company to adopt BDA as its strategic initiative to win contested market. Thus, knowledge contribution related to factors influencing BDA adoption using TOE framework is the goal of this paper. For this purpose, 206 companies were surveyed using questionnaire as its research instrument. Among these companies, only 124 companies have given their responses. SmartPLS 3.0 was used to process them. There are two significant findings in the result. First, technology savviness (TS), organizational readiness (OR) and environmental change anticipation (ECA) influence the adoption of BDA in Indonesian companies. Second, TS and ECA influence OR. As managerial implications, companies in Indonesia need to promote mainly TS and OR to gain maximum benefits of BDA adoption.
本文对大数据分析(BDA)在印度尼西亚的采用进行了建模。缺乏这一领域的知识,促使建模因素的重要性,影响公司采用BDA作为其战略举措,以赢得竞争激烈的市场。因此,利用TOE框架对影响BDA采用的因素进行知识贡献是本文的目标。为此,以问卷为研究工具,对206家企业进行了调查。在这些企业中,只有124家企业做出了回应。使用SmartPLS 3.0进行处理。结果中有两个重要的发现。首先,技术精通度(TS)、组织准备度(OR)和环境变化预期(ECA)影响印尼公司采用BDA。第二,TS和ECA对OR的影响。作为管理方面的影响,印度尼西亚的公司需要主要促进TS和OR,以获得采用BDA的最大利益。
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引用次数: 1
How Does the Text Sentiment Tendency Affect the Fundraising Effect of Digital Environmental Protection Public Welfare Projects?—Moderating Effect of Projects' Information 文本情感倾向如何影响数字环保公益项目的筹款效果?——项目信息的调节作用
De-Yu Chen, Haixin Zhang, Yali Zhang
In recent years, environmental public welfare projects have mushroomed on major online public welfare platforms, reflecting people's strong desire to improve the current environment. However, China's “Internet +” environmental public welfare undertakings started late. The current academic studies on promoting the development of such projects mostly start from the perspective of a single stakeholder and study the factors affecting their participation, without analyzing how the project's text, as the primary information carrier of the project, promotes the success of the project fundraising. This paper takes the environmental public welfare projects of Tencent Charity as the research object, conducts text sentiment tendency analysis on 393 collected data, and then uses a generalized linear model to analyze the influence of different fundraising duration and target amounts on fundraising effects. The results show that positive text is beneficial to the success of project fundraising, negative text is detrimental to the success of project fundraising, and neutral text has almost no effect on the effect of project fundraising.
近年来,在各大网络公益平台上,环境公益项目如雨后春笋般涌现,反映了人们改善当前环境的强烈愿望。然而,中国的“互联网+”环保公益事业起步较晚。目前学术界关于促进此类项目发展的研究多是从单个利益相关者的角度出发,研究影响其参与的因素,而没有分析作为项目主要信息载体的项目文本是如何促进项目筹资成功的。本文以腾讯慈善的环境公益项目为研究对象,对收集到的393个数据进行文本情感倾向分析,然后运用广义线性模型分析不同的募捐时间和目标金额对募捐效果的影响。结果表明,积极文本有利于项目筹资的成功,消极文本不利于项目筹资的成功,而中性文本对项目筹资的效果几乎没有影响。
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引用次数: 0
The STIC Analysis: A Decision Support Method for Investments in Automation STIC分析:自动化投资的决策支持方法
M. Bonini, M. Mete, T. Nguyen, Augusto Urru, W. Echelmeyer
Compared to the automotive sector, where automation is the rule, in many other less standardized sectors automation is still the exception. This could soon hurt the productivity of industrialized countries, where the unemployment is low and the population is aging. Phenomena like the recent downfall in productivity, due to lockdowns and social distancing for prevention of health hazards during the COVID19 pandemic, only add to the problem. For these reasons, the relevance, motivation and intention for more automation in less standardized sectors has probably never been higher. However, available statistics say that providers and users of technologies struggle to bring more automation into action in automation-unfriendly sectors. In this paper, we present a decision support method for investment in automation that tackles the problem: the STIC analysis. The method takes a holistic and quantitative approach tying together technological, context-related and economic input parameters and synthetizing them in a final economic indicator. Thanks to the modelling of such parameters, it is possible to gain sensibility on the technological and/or process adjustments that would have the highest impact on the efficiency of the automation, thereby delivering value for both technology users and technology providers.
与汽车行业相比,自动化是规则,在许多其他不太标准化的行业,自动化仍然是例外。这可能很快就会损害工业化国家的生产率,这些国家的失业率很低,人口正在老龄化。在2019冠状病毒病大流行期间,为预防健康危害而实施的封锁和保持社交距离导致生产力下降,这类现象只会加剧这一问题。由于这些原因,在标准化程度较低的行业实现更多自动化的相关性、动机和意图可能从未像现在这样高。然而,现有的统计数据表明,技术提供商和用户很难在自动化不友好的行业中实现更多的自动化。在本文中,我们提出一种自动化投资决策支持方法来解决这个问题:STIC分析。该方法采用整体和定量的方法,将技术、环境相关和经济投入参数联系在一起,并将它们综合为最终的经济指标。由于这些参数的建模,有可能获得对自动化效率影响最大的技术和/或过程调整的敏感性,从而为技术用户和技术提供者提供价值。
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引用次数: 1
Condition Based Maintenance Policy for Crankcase Lubricating Oil in Diesel Locomotives 内燃机车曲轴箱润滑油的状态维修策略
M. Tanwar, N. Raghavan, Sidra Khanam
Crankcase lubricating oil minimizes friction and wear. It reflects the condition of the components of the system through its physical properties, chemical properties, and contaminants. In the rail industry, its role is significant for locomotives as oil failure may lead to catastrophic system failure. In this paper, the authors consider oil replenishment quantity, replenishment periodicity, and oil degradation as the basis for oil reliability evaluation. The lubricating oil reliability is evaluated using a polygraph approach for chemical properties and contaminants, i.e., viscosity, insoluble, Total Base Number (TBN), and pH. Lubricating oil life cycle data is collected for five different locomotives. The performance parameters are then estimated, considering oil as repairable and non-repairable systems. A condition-based maintenance policy is derived based on the reliability assessment for the five locomotives.
曲轴箱润滑油最大限度地减少摩擦和磨损。它通过其物理性质、化学性质和污染物反映系统组成部分的状况。在铁路工业中,它对机车的作用是重要的,因为油故障可能导致灾难性的系统故障。本文将补油量、补油周期和油品劣化作为油品可靠性评价的依据。使用测谎仪方法评估润滑油的化学性质和污染物,即粘度、不溶性、总碱基值(TBN)和ph。收集了五种不同机车的润滑油生命周期数据。然后估计性能参数,考虑油作为可修复和不可修复的系统。在对5台机车进行可靠性评估的基础上,提出了基于状态的维修策略。
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引用次数: 1
A Two-stage Robust Model for Urban Food Waste Collection Network Under Uncertainty 不确定条件下城市餐厨垃圾收集网络的两阶段鲁棒模型
Kun Xu, M. Zheng, X. Liu
In this paper, the vehicles choosing and routes planning problem in the urban food waste collection network is addressed. Considering service demands uncertainty and traversing costs uncertainty on roads, a bi-objective two-stage binary robust model is formulated to derive cost-effective and public-friendly strategies for collection vehicles. One objective is to minimize the worst-case total cost, while the other minimizes the environmental-disutility. A solution procedure based on the combination of the $epsilon$-constraint method and the modified column-and-constraint generation algorithm is developed to solve the model. A case study is finally performed to validate the effectiveness of the robust model and the solution procedure.
本文研究了城市餐厨垃圾收集网络中车辆选择和路线规划问题。考虑到道路上服务需求的不确定性和穿越成本的不确定性,建立了一个双目标两阶段二元鲁棒模型,以得出具有成本效益和公众友好的收集车辆策略。一个目标是最小化最坏情况下的总成本,而另一个目标是最小化环境负效用。提出了一种基于$epsilon$约束法和改进的列约束生成算法相结合的求解程序来求解该模型。最后通过实例验证了鲁棒模型和求解过程的有效性。
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引用次数: 1
Exploring Critical Events of Perishable Product Supply Chain Using Fault Tree Methodology to Deal with Impacts of COVID-19 利用故障树方法探讨易腐产品供应链的关键事件以应对COVID-19的影响
M. Bhardwaj, R. Agrawal
This research investigates the impact of pandemic COVID-19, on the perishable product supply chain (PPSC). Thematic analysis for the cause of failure in PPSC has been identified through the NVivo application. It examines the events that cause disruption. Secondly, fault tree methodology has adopted qualitative evaluation using the minimum cut set analysis and importance measures. A case study of the apple supply chain in Shimla, India has been included, collecting data from respondents, research papers, government reports, and newspaper articles published from the period March 2020 to December 2020. The occurrence of failure in the apple supply chain included crop yield loss, unavailability, and inaccessibility of apple products. After analysis, 13 minimum cut sets are obtained. These include critical failure event as: assistance in failure from government and organization, high food prices, labour shortage, and cross border restriction. Potential strategies for resilient PPSC have been proposed for an efficient decision-making process.
本研究调查了COVID-19大流行对易腐产品供应链(PPSC)的影响。通过NVivo应用程序确定了PPSC故障原因的专题分析。它考察了导致混乱的事件。其次,故障树方法采用最小割集分析和重要度测度进行定性评价。其中包括对印度西姆拉苹果供应链的案例研究,收集了2020年3月至2020年12月期间发表的受访者、研究论文、政府报告和报纸文章的数据。苹果供应链中出现的故障包括作物产量损失、苹果产品不可获得和无法获得。经分析,得到13个最小割集。其中包括关键性失败事件,如:政府和组织对失败的援助、食品价格高企、劳动力短缺和跨境限制。为了有效的决策过程,提出了弹性PPSC的潜在策略。
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引用次数: 0
To Support or Not to Support the Innovation? A Preliminary Study on the Effect of Family Ownership in Board on Innovation in Taiwan Family Firms 支持还是不支持创新?台湾家族企业董事会家族持股对创新影响之初步研究
Jung-Ching Lin
The uncertainty of outcomes from innovation typically affects related decision-making in family firms. Innovation presents both opportunities for business growth and investment risks, and the relationship between family firms and innovation remains inconclusive. Moreover, the interplay between family firm ownership and control rights may result in agency problems. Ownership by family members can be regarded as a real option for family shareholders. Thus, we combine agency theory and the real option view to argue that ownership structure characteristics among family members in board affect innovation in family firms. Examination of the innovation behaviors of Taiwanese family firms reveals that ownership concentration among family board directors positively influences innovation in family firms. In addition, family board directors without personal ownership in the family firm are more supportive of innovation than those who have such ownership.
创新结果的不确定性通常会影响家族企业的相关决策。创新为企业成长提供了机遇,也带来了投资风险,家族企业与创新之间的关系尚无定论。此外,家族企业所有权和控制权之间的相互作用可能导致代理问题。家族成员持股可以被视为家族股东的一种现实选择。因此,我们将代理理论与实物期权理论相结合,论证了家族企业董事会成员的所有权结构特征对家族企业创新的影响。对台湾家族企业创新行为的研究发现,家族董事的股权集中度对家族企业创新具有正向影响。此外,在家族企业中,没有个人所有权的家族董事比拥有个人所有权的家族董事更支持创新。
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引用次数: 0
Applications of Industry 4.0 During COVID-19 Situation for Thailand's Logistics System in Customer Satisfaction Context 2019冠状病毒病期间工业4.0在客户满意度背景下泰国物流系统中的应用
Yotsuda Buranasing, M. Jongprasithporn, N. Yodpijit
The COVID-19 outbreak has affected business activities in many industries that can be disrupted by customer behavior. Logistics system plays the major role for response customer satisfaction. This research aims to develop logistics system in customer satisfaction context during COVID-19 situation in Thailand using Industry 4.0 principles. This paper presents the overview of Industry 4.0 and logistics system, the evaluation of customer satisfaction in logistics system during COVID-19 situation, and the applications of Industry 4.0 for logistics system in customer satisfaction context during COVID-19 situation. This study is conducted using focus group and interview with managers from large logistics service providers in Thailand. Results indicate that the use of Industry 4.0 technologies and the development of employees' skills are the potential solutions for reducing the effects of COVID-19 in logistics system. IoT, Cloud, and Big Data support all of customer satisfaction factors. It is also found that the use of appropriate Industry 4.0 technologies and the improvement of the logistics system are the critical aspects for enhancing business competitiveness during the COVID-19 pandemic.
新冠肺炎疫情影响了许多行业的商业活动,这些活动可能会因客户行为而中断。物流系统在响应顾客满意度方面起着重要的作用。本研究旨在利用工业4.0原则,在泰国新冠疫情期间开发客户满意度背景下的物流系统。本文介绍了工业4.0与物流系统的概述,新冠肺炎疫情下物流系统客户满意度的评价,以及新冠肺炎疫情下客户满意度背景下工业4.0在物流系统中的应用。本研究采用焦点小组和泰国大型物流服务提供商的经理访谈进行。结果表明,利用工业4.0技术和员工技能的发展是减少新冠肺炎对物流系统影响的潜在解决方案。物联网、云和大数据支持所有客户满意度因素。研究还发现,在新冠疫情期间,使用适当的工业4.0技术和改善物流系统是提高企业竞争力的关键方面。
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引用次数: 0
Carbon Black Based Resistive Strain Gauge Sensor for Penile Measurement 阴茎测量用炭黑电阻应变计传感器
K. H. Lee, J. H. Kim, H. M. Lee, C. Cha
The accurate measurement of erection ability of men is important for prognosis of urinary surgery as well as for mental health. However, conventional penile size measurement methods are less accurate, and the intervention of doctor or nurse in the process can cause the patient to feel sexual humiliated. In this paper, in order to measure the erection correctly, the condom type sensor is fabricated with resistive strain gauge using carbon black. The resistive strain gauge is fabricated on the latex condom by spraying the carbon black diluted with the water. In the fabrication process, the pre-stretching technique is also applied to increase the flexibility of the sensor. The performance of the sensor is measured through the experiment with digital multi meter.
男性勃起能力的准确测量对泌尿外科手术的预后和心理健康都有重要意义。然而,传统的阴茎尺寸测量方法准确度较低,并且在测量过程中医生或护士的干预会使患者感到性羞辱。为了准确测量勃起,本文采用炭黑电阻应变片制作了套式传感器。电阻式应变片是在乳胶套套上喷涂经水稀释的炭黑制成的。在制作过程中,还采用了预拉伸技术来增加传感器的柔韧性。用数字万用表对传感器的性能进行了测试。
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引用次数: 1
Inter-island Logistics and the Role of an Agile Supply Chain to Achieve Supply Chain Performance: Initial Findings 岛间物流和敏捷供应链在实现供应链绩效中的作用:初步发现
F. Alamsjah, M. Asrol
Indonesia consists of 17,000 islands, and this geographical condition presents unique supply chain challenges. Limited research has been conducted to study the impact of inter-island logistics on agile and supply chain performance. Therefore, this research is a pioneering study that analyzes the correlation between these variables. In addition, this research investigates the relationship of ambidextrous, agile, and lean supply chains to supply chain performance while examining the moderating effect of inter-island logistics. A theoretical design was developed to study the above relationship. As an initial analysis, hypotheses were tested with data from 34 manufacturing firms in Indonesia, using SmartPLS with 500 bootstrap samples. This research contributes to the supply chain management literature in three ways. First, it found that an agile supply chain mediates ambidextrous and lean supply chains to improve supply chain performance. Second, inter-island logistics, however, negatively moderates the relationship between an agile supply chain and supply chain performance. Finally, it strengthens the conceptual definition of the relationship between ambidextrous, lean, agile supply chains and supply chain performance.
印尼由17000个岛屿组成,这种地理条件给供应链带来了独特的挑战。关于岛屿间物流对敏捷性和供应链绩效影响的研究有限。因此,本研究是一项开创性的研究,分析了这些变量之间的相关性。此外,本研究探讨了双灵巧供应链、敏捷供应链和精益供应链对供应链绩效的关系,并考察了岛屿间物流的调节作用。建立了一个理论设计来研究上述关系。作为初步分析,假设被检验与数据从34家制造企业在印度尼西亚,使用SmartPLS与500 bootstrap样本。本研究对供应链管理文献的贡献有三个方面。首先,研究发现,敏捷供应链可以调节双灵巧供应链和精益供应链,从而提高供应链绩效。第二,岛际物流对敏捷供应链与供应链绩效之间的关系有负向调节作用。最后,强化了双灵巧、精益、敏捷供应链与供应链绩效之间关系的概念定义。
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引用次数: 1
期刊
2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
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