首页 > 最新文献

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)最新文献

英文 中文
Customer Consumption Preferences of B2C Website Based on Bayesian Network Model 基于贝叶斯网络模型的B2C网站消费者消费偏好研究
Li Xiong, Kun Wang, Zhaoran Xu
customer reviews are the important data source to recognize customer consumption preference of online shopping site. This paper aiming at customer consumption preferences of B2C website, customer reviews of clothing products are grabbed and preprocessed to extract feature factors. The Bayesian network model of B2C customer preferences is constructed to calculate node conditional probability distribution. Sensitive factors was recognized and dynamically adjusted. The results show that: Under the influence of the parent nodes, the customers’ evaluation of each characteristic factor variable’s subnode has a higher probability of “moderate” and “good”. The probability change of the overall evaluation node and sensitivity factors has a positive impact on the probability of other factors. Customer consumption preferences can be judged and predicted according to the probability.
顾客评论是识别网上购物网站顾客消费偏好的重要数据来源。本文针对B2C网站的消费者消费偏好,抓取消费者对服装产品的评论并进行预处理,提取特征因素。构建B2C客户偏好的贝叶斯网络模型,计算节点条件概率分布。识别敏感因素并进行动态调整。结果表明:在父节点的影响下,客户对各特征因子变量子节点的评价具有较高的“中等”和“良好”概率。总体评价节点和敏感因子的概率变化对其他因子的概率有正向影响。顾客的消费偏好可以根据概率来判断和预测。
{"title":"Customer Consumption Preferences of B2C Website Based on Bayesian Network Model","authors":"Li Xiong, Kun Wang, Zhaoran Xu","doi":"10.1109/LISS.2018.8593259","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593259","url":null,"abstract":"customer reviews are the important data source to recognize customer consumption preference of online shopping site. This paper aiming at customer consumption preferences of B2C website, customer reviews of clothing products are grabbed and preprocessed to extract feature factors. The Bayesian network model of B2C customer preferences is constructed to calculate node conditional probability distribution. Sensitive factors was recognized and dynamically adjusted. The results show that: Under the influence of the parent nodes, the customers’ evaluation of each characteristic factor variable’s subnode has a higher probability of “moderate” and “good”. The probability change of the overall evaluation node and sensitivity factors has a positive impact on the probability of other factors. Customer consumption preferences can be judged and predicted according to the probability.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125590353","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
IOT Enabled Smart Logistics Using Smart Contracts 利用智能合约实现物联网智能物流
S. S. Arumugam, Venkatesh Umashankar, N. Narendra, R. Badrinath, A. Mujumdar, Jan Holler, Aitor Hernandez
Advancements in sensors and devices have enabled Internet of Things (IoT) adoption in various sectors, especially in domains looking to automate and increase their real-time decision making capabilities to improve efficiencies. Supply chain management in logistics is a perfect fit for adoption of IoT, since it involves shipment of assets being moved, tracked and housed by a number of machines, vehicles and people each day. Smart Contracts are terms and conditions parties can specify that assure trust in the enforceability of the contract and provide visibility at every step of a supply chain. IoT devices can write to a smart contract as a product moves from the factory floor to the store shelves, providing real-time visibility of an enterprises entire supply chain. This paper proposes a smart logistics solution encapsulating smart contracts, logistics planner and condition monitoring of the assets in the Supply Chain Management area. A prototype of the solution is implemented which demonstrates accountability, traceability and liability for asset handling across the supply chain by various parties involved in a logistics scenario.
传感器和设备的进步使物联网(IoT)在各个领域得到了应用,特别是在寻求自动化和提高实时决策能力以提高效率的领域。物流中的供应链管理非常适合采用物联网,因为它涉及每天由许多机器、车辆和人员移动、跟踪和存放资产的运输。智能合约是各方可以指定的条款和条件,以确保对合同可执行性的信任,并在供应链的每个步骤提供可见性。当产品从工厂车间转移到商店货架时,物联网设备可以写入智能合约,从而提供企业整个供应链的实时可见性。本文提出了一种集成智能合约、物流规划和供应链管理领域资产状态监控的智能物流解决方案。实现了解决方案的原型,该原型演示了物流场景中涉及的各方在整个供应链中对资产处理的问责制、可追溯性和责任。
{"title":"IOT Enabled Smart Logistics Using Smart Contracts","authors":"S. S. Arumugam, Venkatesh Umashankar, N. Narendra, R. Badrinath, A. Mujumdar, Jan Holler, Aitor Hernandez","doi":"10.1109/LISS.2018.8593220","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593220","url":null,"abstract":"Advancements in sensors and devices have enabled Internet of Things (IoT) adoption in various sectors, especially in domains looking to automate and increase their real-time decision making capabilities to improve efficiencies. Supply chain management in logistics is a perfect fit for adoption of IoT, since it involves shipment of assets being moved, tracked and housed by a number of machines, vehicles and people each day. Smart Contracts are terms and conditions parties can specify that assure trust in the enforceability of the contract and provide visibility at every step of a supply chain. IoT devices can write to a smart contract as a product moves from the factory floor to the store shelves, providing real-time visibility of an enterprises entire supply chain. This paper proposes a smart logistics solution encapsulating smart contracts, logistics planner and condition monitoring of the assets in the Supply Chain Management area. A prototype of the solution is implemented which demonstrates accountability, traceability and liability for asset handling across the supply chain by various parties involved in a logistics scenario.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134634286","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: 40
The Construction of Rebate Network Channel in the Transformation and Upgrading of Entity Retailers 实体零售商转型升级中的返利网络渠道建设
Yonghua Gong, Yi Hao
The entity retailer can build the rebate network channel to realize dual channel deployment through the third-party rebate platform. Based on the perspective of rebate network channel pricing and rebate strategy, this paper builds the dual-channel sales model of retailers, studies the best selling price and the best rebate strategy provided by the third-party rebate platform to the consumers. Research shows that the best pricing strategy for physical retailers and the best rebate strategy for third-party rebates depends on consumer acceptance of rebate network channel and the cost of searching for merchandise rebates information. Finally, the results are further analyzed by numerical simulation.
实体零售商可以通过第三方返利平台构建返利网络渠道,实现双渠道部署。本文基于返利网络渠道定价和返利策略的视角,构建零售商双渠道销售模型,研究第三方返利平台为消费者提供的最优销售价格和最优返利策略。研究表明,实体零售商的最佳定价策略和第三方折扣的最佳折扣策略取决于消费者对折扣网络渠道的接受程度和搜索商品折扣信息的成本。最后,通过数值模拟对结果进行了进一步分析。
{"title":"The Construction of Rebate Network Channel in the Transformation and Upgrading of Entity Retailers","authors":"Yonghua Gong, Yi Hao","doi":"10.1109/LISS.2018.8593245","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593245","url":null,"abstract":"The entity retailer can build the rebate network channel to realize dual channel deployment through the third-party rebate platform. Based on the perspective of rebate network channel pricing and rebate strategy, this paper builds the dual-channel sales model of retailers, studies the best selling price and the best rebate strategy provided by the third-party rebate platform to the consumers. Research shows that the best pricing strategy for physical retailers and the best rebate strategy for third-party rebates depends on consumer acceptance of rebate network channel and the cost of searching for merchandise rebates information. Finally, the results are further analyzed by numerical simulation.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134413992","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: 1
Choice of Customer Return Policies in Opaque Selling 不透明销售中顾客退货政策的选择
Yanrong Li, Lei Ge, Hui-Ling Yang, Fei Sun
No-refund policy is strictly enforced in industries such as airlines and hotels, which offers opaque sales firstly. In this paper, however, we study whether opaque sellers can apply full return policy as an effective tool to win competitive advantage in retailing markets. We consider the channel structure which has an opaque seller, a regular seller and a manufacturer as members. For this structure, we construct the Stackelberg game model, provide the unique equilibrium, and bring up the conditions of offering full return policy for the opaque seller. Furthermore, we investigate how the market differentiates in the equilibrium results. We theoretically analyze the impact of customer return policy on profits, demand and pricing determination of supply chain members. We also provide numerical examples to illuminate the influence of net salvage value on profits, demand and pricing determination of the channel members. Our study provides theoretical support for opaque sellers in customer return policy and pricing decision.
不退款政策在航空公司和酒店等行业严格执行,这些行业首先提供不透明的销售。然而,本文研究了不透明卖家能否将全额退货政策作为零售市场竞争优势的有效工具。我们考虑了一个不透明的卖家、一个正规的卖家和一个制造商作为成员的渠道结构。针对这一结构,我们构造了Stackelberg博弈模型,给出了唯一均衡,并提出了不透明卖家提供全额退货政策的条件。此外,我们还研究了市场在均衡结果中的差异性。从理论上分析了顾客退货政策对供应链成员的利润、需求和定价决策的影响。我们还提供了数值例子来说明净残值对渠道成员的利润、需求和定价决定的影响。本研究为不透明卖家的退货政策和定价决策提供了理论支持。
{"title":"Choice of Customer Return Policies in Opaque Selling","authors":"Yanrong Li, Lei Ge, Hui-Ling Yang, Fei Sun","doi":"10.1109/LISS.2018.8593249","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593249","url":null,"abstract":"No-refund policy is strictly enforced in industries such as airlines and hotels, which offers opaque sales firstly. In this paper, however, we study whether opaque sellers can apply full return policy as an effective tool to win competitive advantage in retailing markets. We consider the channel structure which has an opaque seller, a regular seller and a manufacturer as members. For this structure, we construct the Stackelberg game model, provide the unique equilibrium, and bring up the conditions of offering full return policy for the opaque seller. Furthermore, we investigate how the market differentiates in the equilibrium results. We theoretically analyze the impact of customer return policy on profits, demand and pricing determination of supply chain members. We also provide numerical examples to illuminate the influence of net salvage value on profits, demand and pricing determination of the channel members. Our study provides theoretical support for opaque sellers in customer return policy and pricing decision.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133469696","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
Optimizing Transfer Service Efficiency Oriented High-Speed Train Stopping Plan 面向换乘服务效率的高铁停靠方案优化
Huiling Fu, Hong Zhang
China’s high-speed rail network is the largest in the world, and a number of passengers have to switch different trains when traveling. In order to improve the connectivity between stations and increase passengers’ transfer service efficiency, this paper presents a bi-level programming model to optimize a train stopping plan. The upper level iteratively adjusts train stops according to key transfer service efficiency indicators. The lower level assigns passengers to trains by constructing a train service network based on train stops, and an improved F-W algorithm is proposed. A case study is carried out using the Beijing-Shanghai high-speed rail in China as the background. The results show that the optimized train stop combination improves transfer service efficiency significantly compared with the existing plan.
中国的高铁网络是世界上最大的,许多乘客在旅行时不得不换乘不同的列车。为了提高车站间的连通性,提高旅客换乘服务效率,本文提出了一种双层规划模型来优化列车停靠计划。上层根据关键换乘服务效率指标,迭代调整列车停靠站。下层通过基于列车停靠站点构建列车服务网络,将乘客分配到列车上,并提出了改进的F-W算法。以中国京沪高铁为背景进行了案例研究。结果表明,优化后的列车停靠组合与现有方案相比,显著提高了换乘服务效率。
{"title":"Optimizing Transfer Service Efficiency Oriented High-Speed Train Stopping Plan","authors":"Huiling Fu, Hong Zhang","doi":"10.1109/LISS.2018.8593253","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593253","url":null,"abstract":"China’s high-speed rail network is the largest in the world, and a number of passengers have to switch different trains when traveling. In order to improve the connectivity between stations and increase passengers’ transfer service efficiency, this paper presents a bi-level programming model to optimize a train stopping plan. The upper level iteratively adjusts train stops according to key transfer service efficiency indicators. The lower level assigns passengers to trains by constructing a train service network based on train stops, and an improved F-W algorithm is proposed. A case study is carried out using the Beijing-Shanghai high-speed rail in China as the background. The results show that the optimized train stop combination improves transfer service efficiency significantly compared with the existing plan.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133151766","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: 1
Truck and Drone in Tandem Route Scheduling under Sparse Demand Distribution 稀疏需求分布下卡车与无人机串联路线调度
Jiashi Liu, Z. Guan, Xiang Xie
Once the drone’s use area is focus on military area, now it is being broadened. The drone is more frequently used in logistic distribution, due to its low cost in delivery. However, the delivery range capacity of drone is limited. This problem can be solved by truck and drone complement delivery. This research is about drone truck in tandem routing modeling. We focus on solving drone and truck routing problem under sparse demand condition.
无人机的使用领域曾经集中在军事领域,现在正在扩大。由于运输成本低,无人机更常用于物流配送。然而,无人机的投送范围有限。这个问题可以通过卡车和无人机辅助运输来解决。本课题是关于无人机卡车串联路径建模的研究。重点研究了稀疏需求条件下无人机和卡车的路径问题。
{"title":"Truck and Drone in Tandem Route Scheduling under Sparse Demand Distribution","authors":"Jiashi Liu, Z. Guan, Xiang Xie","doi":"10.1109/LISS.2018.8593233","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593233","url":null,"abstract":"Once the drone’s use area is focus on military area, now it is being broadened. The drone is more frequently used in logistic distribution, due to its low cost in delivery. However, the delivery range capacity of drone is limited. This problem can be solved by truck and drone complement delivery. This research is about drone truck in tandem routing modeling. We focus on solving drone and truck routing problem under sparse demand condition.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125950057","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
Towards Improving the Knowledge Representation and Searching of Manchu Costume Culture: An Ontology-based Method with APP Implementation 提高满族服饰文化知识表达与检索:基于本体的APP实现方法
Zhiwei Huang
Costume culture traditionally spread through words of mouth or paper, which is not able to support systematic and extendible knowledge representation, as well as semantic searching. Hence, in order to improve the knowledge representation and searching of Manchu costume culture, an ontology-based method with semantic searching is proposed in this paper. Firstly, Manchu costume was classified and indexed according to professional view of ethnic study based on surveys and literatures. Secondly, the ontological knowledge base of Manchu costume was constructed using Protégé and OWL software tool. Thirdly, the search algorithm and engine of Manchu costume was designed. Then implemented by JAVA language, integrated with Jena inference engine as well to improve the matching performance. Finally, an APP of Manchu costume was developed with HTML5 language on APICloud ECS to validate the proposed method. The contribution of this paper is threefold: a) constructing a knowledge base of Manchu costume based on ontology technique, which is extendible and generalizable to other national costume; b) proposing the semantic searching engine based on rule-based reasoning using SPARQL query language; c) implementing an APP for validating the proposed method for improving the knowledge representation and semantic searching of costume culture.
传统的服饰文化传播方式是通过口头或纸上的文字传播,无法支持系统的、可扩展的知识表达和语义搜索。为此,本文提出了一种基于本体的满族服饰文化知识表示和检索方法。首先,根据民族研究的专业观点,在调查和文献的基础上对满族服饰进行分类和索引。其次,利用prot和OWL软件工具构建满族服饰本体知识库;第三,设计了满族服饰的搜索算法和搜索引擎。采用JAVA语言实现,并与Jena推理引擎相结合,提高匹配性能。最后,利用HTML5语言在APICloud ECS平台上开发了一个满族服饰APP,验证了本文提出的方法。本文的贡献主要体现在三个方面:1)基于本体技术构建了满族服饰知识库,该知识库具有可扩展性和可推广性;b)提出了基于SPARQL查询语言的基于规则推理的语义搜索引擎;c)实现用于验证所提出的改进服装文化知识表示和语义搜索方法的APP。
{"title":"Towards Improving the Knowledge Representation and Searching of Manchu Costume Culture: An Ontology-based Method with APP Implementation","authors":"Zhiwei Huang","doi":"10.1109/LISS.2018.8593252","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593252","url":null,"abstract":"Costume culture traditionally spread through words of mouth or paper, which is not able to support systematic and extendible knowledge representation, as well as semantic searching. Hence, in order to improve the knowledge representation and searching of Manchu costume culture, an ontology-based method with semantic searching is proposed in this paper. Firstly, Manchu costume was classified and indexed according to professional view of ethnic study based on surveys and literatures. Secondly, the ontological knowledge base of Manchu costume was constructed using Protégé and OWL software tool. Thirdly, the search algorithm and engine of Manchu costume was designed. Then implemented by JAVA language, integrated with Jena inference engine as well to improve the matching performance. Finally, an APP of Manchu costume was developed with HTML5 language on APICloud ECS to validate the proposed method. The contribution of this paper is threefold: a) constructing a knowledge base of Manchu costume based on ontology technique, which is extendible and generalizable to other national costume; b) proposing the semantic searching engine based on rule-based reasoning using SPARQL query language; c) implementing an APP for validating the proposed method for improving the knowledge representation and semantic searching of costume culture.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123411430","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: 1
A Maturity Model for Examination Management in University 高校考试管理的成熟度模型
Shikai Xing, Z. Guan, Laisong Kang
The examination management plays an irreplaceable role on teaching quality in university education, therefore, we analyze the process of examination management. From the perspective of project management, we introduce and establish a model from two key dimensions: maturity index system and key process area. Thus, corresponding models for the two dimensions are proposed respectively. Onwards, based on samples from universities in Beijing, we conduct an empirical analysis to measure the performance using our proposed models. The evaluation results highlight the importance and the practicality of maturity model for examination management in university.
在高校教育中,考试管理对教学质量起着不可替代的作用,因此,我们分析了考试管理的过程。从项目管理的角度出发,从成熟度指标体系和关键过程域两个关键维度引入并建立了项目管理模型。因此,分别提出了两个维度的相应模型。在此基础上,以北京市高校为样本,运用本文提出的模型对高校绩效进行了实证分析。评价结果突出了成熟度模型在高校考试管理中的重要性和实用性。
{"title":"A Maturity Model for Examination Management in University","authors":"Shikai Xing, Z. Guan, Laisong Kang","doi":"10.1109/LISS.2018.8593227","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593227","url":null,"abstract":"The examination management plays an irreplaceable role on teaching quality in university education, therefore, we analyze the process of examination management. From the perspective of project management, we introduce and establish a model from two key dimensions: maturity index system and key process area. Thus, corresponding models for the two dimensions are proposed respectively. Onwards, based on samples from universities in Beijing, we conduct an empirical analysis to measure the performance using our proposed models. The evaluation results highlight the importance and the practicality of maturity model for examination management in university.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127416074","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: 1
The Integration of Online and Offline Distribution Networks in E-commerce Enterprises 电子商务企业线上与线下分销网络的整合
Junrong Liu, Yisong Li
With the explosive development of E-commerce in China, many traditional retailers have opened up online retailing to achieve breakthroughs and market opportunities. However, the distribution networks of the online and offline stores are generally operated separately, resulting in higher distribution cost. To effectively reduce the distribution cost, this paper proposes an optimization scheme for the integration of online and offline distribution networks, and then constructs a VRPTW model considering customer satisfaction for study. Finally, the case study shows that the integration of the distribution networks can effectively reduce the distribution cost, thus verifying the feasibility and effectiveness of the optimization scheme.
随着中国电子商务的爆炸式发展,许多传统零售商开辟了网上零售,以实现突破和市场机会。然而,线上和线下门店的分销网络通常是分开运营的,这导致了更高的分销成本。为有效降低配送成本,本文提出了线上线下配送网络整合的优化方案,并构建了考虑客户满意度的VRPTW模型进行研究。最后,通过实例分析表明,配电网一体化能够有效降低配电网成本,从而验证了优化方案的可行性和有效性。
{"title":"The Integration of Online and Offline Distribution Networks in E-commerce Enterprises","authors":"Junrong Liu, Yisong Li","doi":"10.1109/LISS.2018.8593234","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593234","url":null,"abstract":"With the explosive development of E-commerce in China, many traditional retailers have opened up online retailing to achieve breakthroughs and market opportunities. However, the distribution networks of the online and offline stores are generally operated separately, resulting in higher distribution cost. To effectively reduce the distribution cost, this paper proposes an optimization scheme for the integration of online and offline distribution networks, and then constructs a VRPTW model considering customer satisfaction for study. Finally, the case study shows that the integration of the distribution networks can effectively reduce the distribution cost, thus verifying the feasibility and effectiveness of the optimization scheme.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127438723","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
Validate Service Quality Measurement for City Bus through Simulation Technique 通过仿真技术验证城市公交服务质量测量方法
J. Lin
In previous research on the quality of city bus service, through a statistical three-step cross-validation-based measurement model competing procedure, Lin’s short-version BUSQUAL model demonstrated statistical stability and better model fitness than Parasuraman, Zeithaml, and Berry’s (PZB’s in short) SERVQUAL scale and Jen and Hu’s SERVQUAL scale for city bus. However, stability in the statistical cross-validation-based procedure means statistical indifference. The estimated results of original sample and the cross-validated sample still have a minor difference and imply uncertainty. A simulation-based analysis that is a powerful tool to analyze a model with uncertainty and can provide more convincing evidence for the stability of the measurement model is absent and is an important issue to be studied. Therefore, this research launches a Bayes-based Monte Carlo simulation analysis procedure using a Markov chain Monte Carlo algorithm and prior distribution information to validate the stability of Lin’s short-version BUSQUAL. The result of the study indicates that Lin’s short-version BUSQUAL model with 14 items and four factors displays stability and therefore offers a stable and reliable approach for measuring the service quality of city bus.
在以往对城市公交服务质量的研究中,通过基于统计三步交叉验证的测量模型竞争过程,Lin的短版BUSQUAL模型比Parasuraman, zeeithaml, and Berry(以下简称PZB)的SERVQUAL量表和Jen and Hu的SERVQUAL量表在城市公交服务质量方面表现出统计稳定性和模型适应度。然而,在基于统计交叉验证的过程中,稳定性意味着统计无差异。原始样品和交叉验证样品的估计结果仍有微小差异,存在不确定性。基于仿真的分析是分析具有不确定性的模型的有力工具,能够为测量模型的稳定性提供更有说服力的证据,这是一个需要研究的重要问题。因此,本研究利用马尔可夫链蒙特卡罗算法和先验分布信息,启动基于贝叶斯的蒙特卡罗仿真分析程序,验证Lin的短版BUSQUAL的稳定性。研究结果表明,Lin的14项4因子短版BUSQUAL模型具有一定的稳定性,为城市公交服务质量的测度提供了一个稳定可靠的方法。
{"title":"Validate Service Quality Measurement for City Bus through Simulation Technique","authors":"J. Lin","doi":"10.1109/LISS.2018.8593251","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593251","url":null,"abstract":"In previous research on the quality of city bus service, through a statistical three-step cross-validation-based measurement model competing procedure, Lin’s short-version BUSQUAL model demonstrated statistical stability and better model fitness than Parasuraman, Zeithaml, and Berry’s (PZB’s in short) SERVQUAL scale and Jen and Hu’s SERVQUAL scale for city bus. However, stability in the statistical cross-validation-based procedure means statistical indifference. The estimated results of original sample and the cross-validated sample still have a minor difference and imply uncertainty. A simulation-based analysis that is a powerful tool to analyze a model with uncertainty and can provide more convincing evidence for the stability of the measurement model is absent and is an important issue to be studied. Therefore, this research launches a Bayes-based Monte Carlo simulation analysis procedure using a Markov chain Monte Carlo algorithm and prior distribution information to validate the stability of Lin’s short-version BUSQUAL. The result of the study indicates that Lin’s short-version BUSQUAL model with 14 items and four factors displays stability and therefore offers a stable and reliable approach for measuring the service quality of city bus.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"34 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130440420","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
2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)
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