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A Study on the Efficiency Analysis of Korean Courier Companies 韩国快递公司效率分析研究
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.83
So-Young Tak, H. Park
This study has analyzed the efficiency of courier companies in Korea in order to provide direction for growth in the fierce competitive market. Based on a reliable source of data, 15 companies are selected as Decision Making Units. In terms of the analysis, four models are adopted. For static analysis, CCR, BCC, and super-efficiency levels are suggested. For dynamic analysis, Malmquist productivity index are analyzed. The result of the CCR and BCC analysis suggest that 8 companies that found a niche market are found to be efficient. They had competitive edge on specialized areas of business sectors. Super efficiency analysis also showed 12 companies to be efficient which means that in the times of Covid19, companies enjoyed the opportunity of growing cargo demands from Covid19 are found to be operated efficiently. From malmquist analysis, there are companies found to be improved and degraded in terms of efficiency levels. It is obvious that traditional logistics companies with size and network still remain competitive while others either enjoy or struggle to compete and survive in the Korean market.
本研究分析了韩国快递公司的效率,以便在激烈的市场竞争中提供增长方向。基于可靠的数据来源,选择15家公司作为决策单位。在分析方面,采用了四种模型。对于静态分析,建议使用CCR、BCC和超效率级别。为了进行动态分析,分析了Malmquist生产率指数。CCR和BCC分析的结果表明,发现利基市场的8家公司是有效的。他们在商业部门的专门领域具有竞争优势。超效率分析结果显示,12家企业是高效的。这意味着,在新冠疫情时期,享受到货物需求增长机会的企业都是高效运营的企业。从malmquist的分析来看,有些公司的效率水平有所提高,有些则有所下降。很明显,在韩国市场上,拥有规模和网络的传统物流企业仍然具有竞争力,而其他企业要么享受竞争,要么挣扎着生存。
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引用次数: 0
Recommendation of the Best Trading Partner Region through Supplier-Buyer Matching Using Deep Learning 基于深度学习的供应商-买家匹配推荐最佳贸易伙伴区域
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.73
Young-Hyo Ahn, Jin-Hee Ma, Dong-Hun Lee, Kwan-Ho Kim, Hokey Min
Currently, the way suppliers and buyers find the best business partners on the supply chain is not far from simply focusing on low costs. This study aims to present a way to explore the optimal business partner to construct the best supply chain in consideration of supply chain risks, hidden costs, and opportunities to create added value. More specifically, the probability that a company finds an best business partner between regions or within regions is calculated and presented. In this study, we present a method of developing an index called a transaction possibility score using an artificial intelligence (deep learning) model to find a business partner as an best supplier. We hope that the results of this study will not only explore the best business partners of each local company, but also help reorganize the local industrial structure in Korea.
目前,供应商和买家在供应链上寻找最佳商业合作伙伴的方式离简单地关注低成本并不远。本研究旨在探讨如何在考虑供应链风险、隐性成本和创造附加价值机会的情况下,找出最优的商业伙伴来构建最佳供应链。更具体地说,计算并显示公司在区域之间或区域内找到最佳业务合作伙伴的概率。在这项研究中,我们提出了一种方法,利用人工智能(深度学习)模型开发一个称为交易可能性评分的指数,以寻找作为最佳供应商的商业伙伴。我们希望本研究的结果不仅能探索出每个当地公司的最佳商业合作伙伴,而且有助于韩国当地产业结构的重组。
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引用次数: 0
A Study on the Message Strategy for the Diffusion of Innovative Logistics System 创新物流系统扩散的信息策略研究
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.59
Kyungjin Kim
This study explored how message strategies should be used in the case of innovations close to those vs. far from the existing logistics system. In Study 1, it was revealed that for far-off innovations, a message emphasizing connectivity with existing logistics systems is more effective, and for near innovations, a message emphasizing differentiation is more effective. This effect was limited to flexible thinking consumers. And in the case of far-off innovation, it matches the connectivity message, and in the case of near innovation, it matches the differentiation message because the risk perception of innovation is lowered each in that case. In other words, risk perception for innovation played a role as a mediator. In Study 2, the role of risk perception in an innovative logistics system was explored in depth. For near innovations that only introduced RFID, message strategies that emphasized advantages were effective, and for far-off innovations that introduced both RFID and autonomous driving, message strategies that reassured risks were effective. The reason is that consumers have a high risk perception in the case of distant innovation. However, this risk management effect was limited to consumers who thought abstract and flexible. In addition, this risk management effect did not appear in an innovative logistics system for others other than for self.
本研究探讨了在接近现有物流系统的创新与远离现有物流系统的创新的情况下,如何使用信息策略。在研究1中,研究表明,对于远程创新,强调与现有物流系统连通性的信息更有效,对于近距离创新,强调差异化的信息更有效。这种影响仅限于思维灵活的消费者。在远距离创新的情况下,它与连通性信息相匹配,而在近距离创新的情况下,它与差异化信息相匹配因为在这种情况下,创新的风险感知都降低了。换句话说,风险感知对创新起到了中介作用。研究2深入探讨了风险感知在创新物流系统中的作用。对于只引入RFID的近距离创新,强调优势的消息策略是有效的,对于同时引入RFID和自动驾驶的远距离创新,消除风险的消息策略是有效的。究其原因,消费者对遥远的创新有较高的风险感知。然而,这种风险管理效果仅限于那些思维抽象、灵活的消费者。此外,这种风险管理效果并没有出现在一个创新的物流系统为别人而不是为自己。
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引用次数: 0
Post Pandemic Opportunities: Sustainable Development of Agriculture Industry Through Digital Transformation in Indonesia 大流行后的机遇:印尼通过数字化转型实现农业可持续发展
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.33
Dimas Harris Sean Keefe, Hyundong Jang
This study aimed to understand the challenges and opportunities of digital transformation in the agricultural industry in Indonesia. A qualitative exploratory design approach was employed, using semi-structured interviews with participants from various backgrounds, including government officials, agricultural companies, and academics. Thematic analysis, SWOT analysis and PESTLE analysis were used to analyze the data collected. The study found that digital and technology transformation is important for the sustainable development of the industry. However, there are several challenges that need to be addressed such as irregular demand, availability of raw materials, expenses related to digitalization, need for employee education and understanding of the company’s goals, and old production tools. On the other hand, the study also found that there are several opportunities for the agriculture industry in Indonesia in relation to digital transformation and sustainable development such as increased demand for sustainable products, advancements in technology, potential partnerships and collaborations, and government initiatives and funding for sustainable development. The study recommends future research to focus on partnerships and the impact of government policies on sustainable development and highlights the importance of digital transformation for the sustainable development of the agriculture industry in Indonesia
本研究旨在了解印尼农业数字化转型的挑战和机遇。采用定性探索性设计方法,对来自不同背景的参与者进行半结构化访谈,包括政府官员、农业公司和学者。运用主题分析法、SWOT分析法和PESTLE分析法对收集到的数据进行分析。研究发现,数字化和技术转型对行业的可持续发展至关重要。然而,仍有一些挑战需要解决,如不规律的需求、原材料的可用性、与数字化相关的费用、员工教育的需求和对公司目标的理解,以及旧的生产工具。另一方面,该研究还发现,印度尼西亚农业在数字化转型和可持续发展方面存在一些机遇,例如对可持续产品的需求增加、技术进步、潜在的伙伴关系和合作、政府倡议和可持续发展资金。该研究建议未来的研究将重点放在伙伴关系和政府政策对可持续发展的影响上,并强调了数字化转型对印尼农业可持续发展的重要性
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引用次数: 0
Prioritization on Information Sharing in Digital Platform for Linking Online Retail and Logistics Systems using AHP 基于AHP的在线零售与物流系统连接数字平台信息共享优先级研究
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.45
S. Bang, Kang-Hyun Lee, J. Jang, Ha-Neul Seon, K. Shin
As the digital transformation and COVID-19 pandemic in retail and logistics industry, the development of digital platform based e-Commerce makes the demand of logistics dramatically increased. Most of sellers take part in the online shopping mall or digital platform has very small volume and they do not have enough budget to invest on building their own information systems. Thus, it is general to use the standard systems which are presented by the platform. Especially, there are various stakeholders such as sellers, suppliers and logistics service providers in the online retail and logistics platform. But, The standard data fields and forms are designed without considering the different requirements, characteristics, and practical applicability in business of different stakeholders. It may cause the unnecessary cost to transmit the non-value added data, make useless data accummulated, and the required data missed. In this research, the stakeholders who take part in the digital platform are categorized as sellers, suppliers and logistics service providers. The data fields which stakeholders can provide and need to share for enhancing the operations are defined. Also, using AHP, the relative importance of each data fields in the different point of view considering each stakeholders’ requirements. According to the result of evaluation, it was concluded that different stakeholder has different priority to create and share data through the digital platform. With the result of this research, it may be possible to design the differentiated data architecture and enhance the efficiency of operations.
随着零售业和物流业的数字化转型和新冠疫情的流行,基于数字平台的电子商务的发展使得物流需求急剧增加。大多数参加网上商城或数字平台的卖家体量很小,他们没有足够的预算来投资建设自己的信息系统。因此,通常使用平台提供的标准系统。特别是,在网上零售和物流平台中,有各种各样的利益相关者,如卖家、供应商和物流服务商。但是,标准数据字段和表单的设计没有考虑不同利益相关者在业务中的不同需求、特点和实际适用性。它可能会造成传输非增值数据的不必要成本,使无用的数据积累,并丢失所需的数据。在本研究中,参与数字平台的利益相关者分为卖家、供应商和物流服务商。定义了涉众可以提供和需要共享以增强操作的数据字段。此外,使用AHP,从不同的角度考虑每个涉众的需求,确定每个数据字段的相对重要性。根据评估结果,不同利益相关者通过数字平台创建和共享数据的优先级不同。利用本研究成果,可以设计差异化的数据架构,提高操作效率。
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引用次数: 0
A Study on the Effect of Supply Chain Risk Management of Exporting SMEs’ Operating Cold Chain Logistics System on Shipping Logistics Efficiency 出口中小企业运营冷链物流系统的供应链风险管理对航运物流效率的影响研究
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.1
Chang-bong Kim, Kyeong-Wook Jeong, Hye-jeong Yang, Yu-Jin Oh
Recently, the size of the global cold chain market is growing. Therefore, the cold chain has increased management risks. The purpose of this study is to identify potential supply chain risk factors that could emerge during the operation of the cold chain logistics system for small and medium-sized export businesses. Additionally, we attempted to comprehend how risk management affected the effectiveness of logistics and shipping. Structured questionnaires were distributed from October 11, 2022, to October 28, 2022, focused on lists of randomly chosen member organizations, including the Korea International Trade Association, the Korea Fisheries Trade Association, the Korea Pharmaceutical Bio Association, the Korea Trade-Investment Promotion Agency, and the Korea Small and Medium Business Association. As for the survey method, about 225 copies were collected by distributing Google questionnaires online, and a total of 202 copies were used for empirical analysis, excluding 23 insincere copies. For empirical analysis, the Smart PLS statistical package was used to evaluate external measurement models, internal structural model evaluation, and structural equation modeling, focusing on conceptual research models. The results of this study are as follows. Among risk factors, low temperature maintenance risk had a negative (-) effect on cold chain risk management, and transportation environment risk and information technology risk had a significant positive (+) effect on cold chain risk management. And risk management was found to have an effect on responsiveness and flexibility in shipping and logistics. This study supplements the contents of previous studies on the risks that small and medium-sized export companies with limited human and financial resources may encounter in the process of operating a cold chain logistics system and examines the causal relationship that related risk management has on shipping logistics efficiency.
近年来,全球冷链市场规模不断扩大。因此,冷链增加了管理风险。本研究的目的是找出中小型出口企业在冷链物流系统运作过程中可能出现的潜在供应链风险因素。此外,我们试图了解风险管理如何影响物流和航运的有效性。从2022年10月11日到10月28日,以随机选择的韩国贸易协会、韩国水产贸易协会、韩国医药生物协会、韩国贸易投资振兴公社、韩国中小企业协会等会员团体为对象,进行了结构化问卷调查。在调查方法上,通过谷歌在线发放问卷收集了225份左右,剔除了23份不真实问卷,共使用202份进行实证分析。实证分析方面,采用Smart PLS统计包对外部测量模型、内部结构模型评价和结构方程建模进行评价,重点关注概念研究模型。本研究的结果如下:在风险因素中,低温维持风险对冷链风险管理具有负(-)作用,运输环境风险和信息技术风险对冷链风险管理具有显著的正(+)作用。风险管理被发现对航运和物流的响应能力和灵活性有影响。本研究补充了前人关于人力财力有限的中小型出口企业在冷链物流系统运行过程中可能遇到的风险的研究内容,并检验了相关风险管理对航运物流效率的因果关系。
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引用次数: 0
Movie Box Office Prediction at the Distribution Stage Using Text Mining of Movie Reviews 基于影评文本挖掘的发行阶段电影票房预测
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.95
B. Yoo, soon-hong Kim
Most movie box office predictive models use various variables related to movie production, audience, and movie screening. However, one of the most important variables in the distribution stage when a movie is released is the movie review related to the audience, that is the subject of word of mouth. In most predictive models in which various variables have been used so far, movie reviews have been substituted into emotional indices for additional analysis. In this case, it can be said that it has a limitation in that it is difficult to specifically grasp the contents of word of mouth about the movie. In this paper, only words constituting movie reviews on online portal sites were used as independent variables in the movie box office predictive model, and the relationship with movie box office performance was identified using the LASSO model. Through this, the predictive power of movie reviews on movie box office success was evaluated, and the words in movie reviews that affect movie box office were investigated. As a result of the analysis, the LASSO regression coefficients of words had a correlation with the success of the movies. The LASSO regression coefficients increased as the words appeared in reviews of successful movies, but decreased as they appeared in reviews of unsuccessful movies. As a result, it can be said that movie box office prediction using movie reviews can be helpful for planning additional investment strategy at the distribution stage.
大多数电影票房预测模型使用与电影制作、观众和电影放映相关的各种变量。然而,电影发行阶段最重要的变量之一是与观众相关的影评,也就是口碑的主体。到目前为止,在使用各种变量的大多数预测模型中,电影评论已被替换为情感指数,以进行额外的分析。在这种情况下,可以说它的局限性在于很难具体把握电影口碑的内容。本文仅将门户网站上构成电影评论的词语作为电影票房预测模型的自变量,并使用LASSO模型识别其与电影票房绩效的关系。通过对影评对电影票房成功的预测能力进行评估,并对影评中影响电影票房的词语进行调查。分析结果表明,词汇的LASSO回归系数与电影的成功程度有一定的相关性。LASSO回归系数随着这些词出现在成功电影的评论中而增加,但随着它们出现在不成功电影的评论中而减少。因此,可以说,利用电影评论进行电影票房预测有助于在发行阶段规划额外的投资策略。
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引用次数: 0
A Study on the Diversification of Logistics and Distribution Methods of Quarantine Products in Response to Social Disaster 应对社会灾害的检疫产品物流配送方式多元化研究
Pub Date : 2022-12-31 DOI: 10.17825/klr.2022.32.6.121
J. Choi
With social disaster-related casualties such as fine dust and COVID-19 occurring steadily around the world, it is very important to stock up, logistics and distribution related emergency public goods to the public facing difficulties related to quarantine supplies to minimize the amount of damage. There are specialized or common emergency public goods for each type of disaster, but it seems necessary to review various logistics and distribution methods that can be used in common rather than logistics and distribution methods of each individual theory. The purpose of this study is to review various methods of essential emergency public goods logistics and distribution in response to social disasters in addition to public retailers such as pharmacies in the past to derive policy alternatives and legal system improvements. After reviewing the problems of the logistics and distribution method of quarantine goods operated in Korea as a research method, Python Crawling was used to review the need to improve the production and price, supply and receipt method of quarantine goods, and policy alternatives were derived from a consumer perspective. The benefits of each alternative were analyzed by applying the benefit items of the user survey and the preliminary feasibility study guidelines that can be analyzed. In order to diversify the logistics and distribution methods of quarantine supplies, various logistics and distribution methods such as delivery, distribution through public officials, and receipt of hypermarkets and convenience stores were comprehensively proposed
随着细颗粒物和新型冠状病毒感染症(COVID-19)等与社会灾害相关的人员伤亡在世界范围内不断发生,为使防疫物资供应困难的国民减少损失,储备、物流、配送相关紧急公共物品是非常重要的。每种灾害都有专门的或共同的紧急公共物品,但似乎有必要审查可以共同使用的各种物流和分配方法,而不是每一种理论的物流和分配方法。本研究的目的是回顾过去在应对社会灾害时,除了药店等公共零售商之外,各种紧急公共物品的物流和配送方法,以得出政策选择和法律制度的改进。以研究方法分析了国内防疫物资的物流配送方式存在的问题后,利用“蟒蛇爬行”分析了防疫物资的生产和价格、供应和收货方式的改善必要性,并从消费者的角度提出了政策方案。利用用户调查的利益项目和可分析的初步可行性研究指南,分析了各备选方案的利益。为了使防疫物资的物流配送方式多样化,综合提出了配送、公务员配送、大卖场、便利店收货等多种物流配送方式
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引用次数: 0
The Influence of China’s Express Logistics Service Quality on Customer Satisfaction under the Situation of COVID-19: Focused on the Moderating Effect of Government Control 新型冠状病毒肺炎形势下中国快递物流服务质量对客户满意度的影响——基于政府调控的调节效应
Pub Date : 2022-12-31 DOI: 10.17825/klr.2022.32.6.87
Dan Dong, M. Kim
With the spread of COVID-19, China have taken the urban blockade policy, the express logistics industry is experiencing difficulties in achieving distribution. Even the daily necessities of customers are difficult to buy.This study finds out the determinants of the service quality of express logistics, proposes the determinants according to the characteristics of the era of COVID-19, and selects five factors, including rapidity, safety, economy, convenience, and accuracy. Through the operational definition of each factor, the questionnaire was made and distributed online for empirical analysis. The main research results are as follows: First, it confirms that the quality of express logistics service has a positive impact on customer satisfaction. Second, among the determinants of express logistics service quality, the government control has a statistically significant moderating effect between the rapidity and convenience in customer satisfaction. However, among the determinants of express logistics service quality, economy, security and accuracy have not found statistically significant moderating effects between customer satisfaction. In other words, the impact of rapidity and convenience on customer satisfaction in express logistics service quality is strengthened with the control of the government. This shows that from the perspective of express logistics enterprises, among the five determinants of the quality of express logistics services caused by COVID-19, it is very important to strengthen the rapidity and convenience. This study reconfirms that in the COVID-19 occluder, the quality of express logistics service also has a positive impact on customer satisfaction. In particular, it is of great significance to analyze the regulatory effect of government regulation. It is generally believed that government regulation will only produce negative effects, but among the determinants of express logistics services, it has a positive regulatory effect in terms of rapidity and convenience, which can be said that the government should pay attention to in the future.
随着新冠肺炎疫情的蔓延,中国采取了城市封锁政策,快递物流业面临配送困难。即使是顾客的日用品也很难买到。本研究找出快递物流服务质量的决定因素,并根据新冠肺炎时代的特点提出决定因素,选取快速性、安全性、经济性、便捷性、准确性五个因素。通过对各因素的操作性定义,制作问卷并在线发放,进行实证分析。主要研究结果如下:第一,证实了快递物流服务质量对顾客满意度的正向影响。第二,在快递物流服务质量的决定因素中,政府控制在客户满意度的快速性和便捷性之间具有显著的调节作用。然而,在快递物流服务质量的决定因素中,经济性、安全性和准确性在顾客满意度之间没有发现统计学上显著的调节作用。换句话说,快递物流服务质量中的快捷性和便捷性对客户满意度的影响在政府的控制下得到加强。这表明,从快递物流企业的角度来看,在COVID-19造成的快递物流服务质量的五个决定因素中,加强快速性和便利性非常重要。本研究再次证实,在新冠肺炎疫情下,快递物流服务质量对客户满意度也有正向影响。特别是分析政府规制的规制效果具有重要意义。一般认为政府监管只会产生负面影响,但在快递物流服务的决定因素中,它在快速性和便利性方面具有积极的监管作用,这可以说是未来政府应该重视的。
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引用次数: 0
A Study on the Efficiency of B2C Process for Shoemaking Logistics using Line of Balance Methodology 基于平衡线方法的制鞋物流B2C流程效率研究
Pub Date : 2022-12-31 DOI: 10.17825/klr.2022.32.6.41
S. Oh, Young-Hyo Ahn
According to the Korea Integrated Logistics Association, domestic parcel delivery volume reached 3.63 billion units last year, and 3.37 billion units in 2020, an increase of 7.6% from the previous year. The importance of online (B2C) logistics is also increasing as the online market grows so fast that it exceeds that of offline stores every year. In particular, the shoemaking industry is trying to achieve efficient logistics business through Third Party Logistics (3PL) rather than own logistics. However, unlike general industrial products, it is not easy to achieve optimization of logistics operation personnel through automated facilities or systems. This is because, due to the nature of the shoe industry, there are areas of work that require handwriting for product management and accurate shipment according to complex part numbers, and there are limitations in system development costs and huge infrastructure investment. In particular, as the number of companies operating the online shoe business increases, the demand for 3PL fulfillment service is also increasing. In addition, in the shoe industry, where individual shipments per item are high, the storage function is an important factor due to the packaging accuracy of skilled workers who require expertise and the nature of products that must be depleted by the third year of manufacture. Therefore, this study tried to study the online logistics process efficiency by applying the ‘Line Balance methodology’ to vitalize the online channel in the domestic shoe market. In other words, by examining the A-B-C work process of the shoe distribution center, the ‘line balance methodology’ is applied to determine whether the balance of work time required for each process is balanced and operated efficiently, and what is the improvement plan. Time was applied in a balanced way to study ways to increase work productivity. In particular, this study is meaningful in that it compares and studies that the required time for each process is applied in a balanced way through line balancing of the logistics center for the activation of online channels in the shoe industry, focusing on the case of Company A, thereby increasing work productivity. have. In addition, although papers related to the existing online channel mainly discuss ways to improve the overall logistics service quality, this study focuses on the case of Company A and studies the method of increasing work productivity of the online channel through the ‘line balance methodology’. There is significance and differentiation in what has been done.
据韩国综合物流协会透露,去年国内包裹投递量为36.3亿件,到2020年将达到33.7亿件,比前一年增加7.6%。在线(B2C)物流的重要性也在增加,因为在线市场增长如此之快,以至于每年都超过了线下商店。特别是制鞋业,比起自己的物流,更希望通过第三方物流(3PL)实现高效的物流业务。然而,与一般工业产品不同,通过自动化设施或系统来实现物流操作人员的优化并不容易。这是因为,由于制鞋行业的性质,有些工作领域需要手写进行产品管理,并根据复杂的零件编号进行准确的发货,并且在系统开发成本和巨大的基础设施投资方面存在限制。特别是,随着经营在线鞋业的公司数量的增加,对第三方物流配送服务的需求也在增加。此外,在制鞋行业,每件物品的单独出货量很高,由于需要专业知识的熟练工人的包装准确性和产品的性质,存储功能是一个重要因素,必须在制造的第三年耗尽。因此,本研究试图运用“线平衡法”来研究在线物流流程效率,以激活国内鞋类市场的在线渠道。换句话说,通过检查鞋配送中心的A-B-C工作流程,应用“线平衡法”来确定每个流程所需的工作时间平衡是否平衡并有效运行,以及改进计划是什么。均衡地利用时间来研究提高工作效率的方法。特别值得一提的是,本研究以a公司为例,比较研究了通过物流中心的线路平衡,将各个流程所需的时间均衡地应用于鞋业线上渠道的激活,从而提高了工作效率。有。此外,虽然与现有在线渠道相关的论文主要讨论了提高整体物流服务质量的方法,但本研究主要以A公司为例,研究了通过“线平衡方法”提高在线渠道工作效率的方法。所做的工作具有重要意义和差异性。
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引用次数: 0
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Korean Logistics Research Association
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