EURO Journal on Transportation and Logistics最新文献

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Inbound traffic capture link-design problem independent of assumptions on users’ route choices 入境流量捕捉链接设计问题与用户路线选择假设无关
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-02-01 DOI: 10.1016/j.ejtl.2024.100129
Ruri Sase, Satoshi Sugiura
{"title":"Inbound traffic capture link-design problem independent of assumptions on users’ route choices","authors":"Ruri Sase, Satoshi Sugiura","doi":"10.1016/j.ejtl.2024.100129","DOIUrl":"https://doi.org/10.1016/j.ejtl.2024.100129","url":null,"abstract":"","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139875582","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
The role of traffic simulation in shaping effective and sustainable innovative urban delivery interventions 交通模拟在形成有效和可持续的创新型城市交付干预措施中的作用
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100130
Yijie Su , Hadi Ghaderi , Hussein Dia
{"title":"The role of traffic simulation in shaping effective and sustainable innovative urban delivery interventions","authors":"Yijie Su ,&nbsp;Hadi Ghaderi ,&nbsp;Hussein Dia","doi":"10.1016/j.ejtl.2024.100130","DOIUrl":"10.1016/j.ejtl.2024.100130","url":null,"abstract":"<div><p>Cities around the globe face major last mile delivery (LMD) challenges as a result of surging online commerce activity, increased parcel delivery demands, lack of parking capacity, and severe traffic congestion particularly in inner city areas. Although a number of innovative solutions and pathways have been proposed to address these challenges, their full impacts are still not well understood due to the lack of comprehensive field studies and real-world data on their performance. Traffic simulation techniques, which are widely used to model and evaluate the impacts of a wide range of urban mobility interventions, offer opportunities to investigate the impacts of city logistics interventions. However, research evidence on this topic remains fragmented, hindering constructive analysis of the role of traffic simulation and modelling in shaping sustainable urban delivery interventions. Given the growing research interest in the nexus of traffic simulation and city logistics, this paper aims to identify and evaluate primary studies related to the simulation forms, evolution, effectiveness, and their feasibility in evaluating the impacts of urban delivery interventions. The paper achieves this through a holistic systematic review that consolidates diverse perspectives on the topic. The paper analysed 79 articles, published by December 2023, that have used traffic simulation to model and evaluate a wide range of city logistics interventions. The review identified five main themes in the literature surrounding development and applications of traffic simulation, namely their use in evaluating the role of information and communication technologies, evaluations of advances in types and forms of delivery vehicles, their application in supporting policy interventions, evaluations of innovations in city logistics facilities and impacts of the collaborative economy. The review also helped in gaining insights about urban delivery interventions and their impacts as stand-alone or in combination with other solutions. The analysis confirms the validity and versatility of traffic simulation as an approach to model the impacts of urban delivery interventions on traffic flow, delivery service and customers, but also the sustainability implications of interventions. The paper also provides a future research agenda to guide future studies in developing and evaluating applications of various interventions with the leverage of traffic simulation.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000050/pdfft?md5=153f2eeaae2dedbd9d5892150aafc08e&pid=1-s2.0-S2192437624000050-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140125317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bundles generation and pricing in crowdshipping 众包的生成和定价
IF 2.1
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100142
{"title":"Bundles generation and pricing in crowdshipping","authors":"","doi":"10.1016/j.ejtl.2024.100142","DOIUrl":"10.1016/j.ejtl.2024.100142","url":null,"abstract":"<div><p>Crowdshipping is a new delivery paradigm that exploits the capacity of ordinary people who offer their own vehicles and free time to perform deliveries against compensation. In this work, we consider a peer-to-peer logistic platform where a company receives orders from its customers and assigns them to occasional drivers (ODs), or crowdshippers, who perform the delivery operations. We first investigate the problem of deciding how the orders should be partitioned into bundles, where a bundle is a set of orders assigned to the same OD. Then, we focus on the problem of determining the compensation associated with each bundle, with the purpose of minimizing the total delivery costs. The pricing scheme is based on the assumption that each OD is associated with a <em>willingness-to-serve</em> function, which is modeled as a random variable that gives the probability that the OD accepts to deliver the bundle given the compensation value. This random variable captures the estimation of the <em>willingness-to-serve</em> function that the company has elaborated, for example on the basis of historical data. If the compensation offered by the company is greater than or equal to the <em>willingness-to-serve</em> value, the OD performs the delivery, otherwise she/he refuses. In case no OD is available to deliver a bundle, then all packages in the bundle are offered to a third-party delivery company. We simulate two auction systems for the assignment of bundles to ODs: a static and a dynamic auction. In exhaustive simulation tests, we compare different pricing schemes as well as the two auction systems, and outline several managerial insights.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000177/pdfft?md5=c5cefe6620309fb3b6c6fb0260aced5a&pid=1-s2.0-S2192437624000177-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142021465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization of human-aware logistics and manufacturing systems: A comprehensive review of modeling approaches and applications 优化人性化物流和制造系统:建模方法和应用综述
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100136
Thibault Prunet , Nabil Absi , Valeria Borodin , Diego Cattaruzza
{"title":"Optimization of human-aware logistics and manufacturing systems: A comprehensive review of modeling approaches and applications","authors":"Thibault Prunet ,&nbsp;Nabil Absi ,&nbsp;Valeria Borodin ,&nbsp;Diego Cattaruzza","doi":"10.1016/j.ejtl.2024.100136","DOIUrl":"10.1016/j.ejtl.2024.100136","url":null,"abstract":"<div><p>Historically, Operations Research (OR) discipline has mainly been focusing on economic concerns. Since the early 2000s, human considerations are gaining increasing attention, pushed by the growing societal concerns of sustainable development on the same terms as the economic and ecological ones. This paper is the first part of a work that aims at reviewing the efforts dedicated by the OR community to the integration of human factors into logistics and manufacturing systems. A focus is put on the modeling and solution approaches used to consider human characteristics, their practical relevance, and the complexity induced by their integration within optimization models. The material presented in this work has been retrieved through a semi-systematic search of the literature. Then, a comprehensive analysis of the retrieved corpus is carried out to map the related literature by class of problems encountered in logistics and manufacturing. These include warehousing, vehicle routing, scheduling, production planning, and workforce scheduling and management. We investigate the mathematical programming techniques used to integrate human factors into optimization models. Finally, a number of gaps in the literature are identified, and new suggestions on how to suitably integrate human factors in OR problems encountered in logistics and manufacturing systems are discussed.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000116/pdfft?md5=cab87a5e90f342a5477bd6eb33939078&pid=1-s2.0-S2192437624000116-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141415045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing Autonomous Transfer Hub Networks: Quantifying the potential impact of self-driving trucks 优化自动驾驶转运枢纽网络:量化自动驾驶卡车的潜在影响
IF 2.1
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100141
{"title":"Optimizing Autonomous Transfer Hub Networks: Quantifying the potential impact of self-driving trucks","authors":"","doi":"10.1016/j.ejtl.2024.100141","DOIUrl":"10.1016/j.ejtl.2024.100141","url":null,"abstract":"<div><p>Autonomous trucks are expected to fundamentally transform the freight transportation industry. In particular, Autonomous Transfer Hub Networks (ATHNs), which combine autonomous trucks on middle miles with human-driven trucks on the first and last miles, are seen as the most likely deployment pathway for this technology. This paper presents a framework to optimize ATHN operations and evaluate the benefits of autonomous trucking. By exploiting the problem structure, this paper introduces a flow-based optimization model for this purpose that can be solved by blackbox solvers in a matter of hours. The resulting framework is easy to apply and enables the data-driven analysis of large-scale systems. The power of this approach is demonstrated on a system that spans all of the United States over a four-week horizon. The case study quantifies the potential impact of autonomous trucking and shows that ATHNs can have significant benefits over traditional transportation networks.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000165/pdfft?md5=50e7f65a716bd9bab7d80ed2f378b9a5&pid=1-s2.0-S2192437624000165-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141984797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using infeasible path cuts to solve Electric Vehicle Routing Problems with realistic charging functions exactly within a branch-and-cut framework 利用不可行路径切割,在分支切割框架内精确解决具有现实充电功能的电动汽车路由问题
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100131
Arne Schulz
{"title":"Using infeasible path cuts to solve Electric Vehicle Routing Problems with realistic charging functions exactly within a branch-and-cut framework","authors":"Arne Schulz","doi":"10.1016/j.ejtl.2024.100131","DOIUrl":"10.1016/j.ejtl.2024.100131","url":null,"abstract":"<div><p>The paper investigates the Electric Vehicle Routing Problem with a non-linear concave and strictly monotonic increasing charging function. In the literature, the non-linear charging function is typically approximated by a piecewise linear charging function which does not overestimate the real charging function in any point. As the piecewise linear charging function underestimates the real state-of-charge in some points, such an approximation excludes feasible solutions from the solution space. To overcome this drawback we introduce a new method to determine a piecewise linear charging function overestimating the real charging function in a way that the area between both functions is minimized as well as an adaptation of a known linearization to include the piecewise linear charging function in a branch-and-cut approach. Thereby, we include infeasible solutions in the solution space. To declare them infeasible again we check every integer solution obtained in the branch-and-cut procedure and add an infeasible path cut if the solution is infeasible for the real charging function such that the procedure terminates with an optimal solution for the real charging function. Our approach is evaluated in a computational study in which instances with up to 100 customers were solved to optimality. Moreover, we evaluate the trade-off between a more complex model formulation due to more binary variables if the number of supporting points for the piecewise linear approximation is increased and the higher approximation error if fewer supporting points are used.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000062/pdfft?md5=cf8749400f8456155ab286abfd962725&pid=1-s2.0-S2192437624000062-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140279825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling optimal drone fleet size considering stochastic demand 考虑随机需求的最佳无人机机队规模建模
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100127
Yuval Hadas , Miguel A. Figliozzi
{"title":"Modeling optimal drone fleet size considering stochastic demand","authors":"Yuval Hadas ,&nbsp;Miguel A. Figliozzi","doi":"10.1016/j.ejtl.2024.100127","DOIUrl":"https://doi.org/10.1016/j.ejtl.2024.100127","url":null,"abstract":"<div><p>The last mile delivery is particularly challenging for stochastic deliveries with narrow time windows. This topic is timely due to the rise of e-commerce and courier type services and the impacts of fleet size and vehicle type on delivery costs. A novel contribution of this research is to provide an optimization approach, extending the newsvendor model, to provide an optimal drone fleet sizing solution with stochastic demand in terms of number of deliveries and deliveries weight or payload from one central depot. The solutions obtained are robust, as shown in a comprehensive sensitivity analysis.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000025/pdfft?md5=6d30acb57ad7b3327b4e21a0e63766ce&pid=1-s2.0-S2192437624000025-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140295925","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Capacity requirements and demand management strategies in meal delivery 送餐服务的能力要求和需求管理策略
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100135
Ramon Auad , Alan Erera , Martin Savelsbergh
{"title":"Capacity requirements and demand management strategies in meal delivery","authors":"Ramon Auad ,&nbsp;Alan Erera ,&nbsp;Martin Savelsbergh","doi":"10.1016/j.ejtl.2024.100135","DOIUrl":"https://doi.org/10.1016/j.ejtl.2024.100135","url":null,"abstract":"<div><p>Online restaurant aggregators, which connect diners with restaurants and organize the delivery of ordered meals, have experienced significant growth in recent years. Meal delivery logistics is quite challenging, primarily due to the difficulty in managing the supply of delivery resources, i.e., crowdsourced couriers, to satisfy dynamic and uncertain customer demand under very tight time constraints. In this paper, we study several questions in meal delivery operations focused on matching the correct levels of supply with demand. To ensure excellent customer service, delivery aggregators may, for example, decide to temporarily decrease demand during an operating day by temporarily reducing the delivery area for one or more restaurants. We show that such simple demand restriction strategies allow a significantly smaller fleet to meet service requirements. To simplify analysis, we focus on problem geometries that enable the use of stylized mixed integer programs to optimally deploy a fleet of couriers serving large numbers of orders. Applying the proposed framework to several scenarios with one and two depots, we conduct an extensive experimental study of the effects on system performance of (i) allowing courier sharing between multiple depots, (ii) relaxing the delivery deadlines of placed orders, and (iii) restricting demand through limited adjustment of the coverage of restaurants. The results demonstrate the potential effectiveness of different dispatch control and demand management mechanisms, in terms of both the required courier fleet size to serve requests and the coverage level of orders.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000104/pdfft?md5=7b42af90e36c255bf6d3147a2b169514&pid=1-s2.0-S2192437624000104-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141423845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Two-echelon Vehicle Routing Problem with time-dependent travel times in the city logistics context 城市物流背景下旅行时间随时间变化的双梯队车辆路由问题
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100133
Andres Gutierrez , Nacima Labadie , Christian Prins
{"title":"A Two-echelon Vehicle Routing Problem with time-dependent travel times in the city logistics context","authors":"Andres Gutierrez ,&nbsp;Nacima Labadie ,&nbsp;Christian Prins","doi":"10.1016/j.ejtl.2024.100133","DOIUrl":"10.1016/j.ejtl.2024.100133","url":null,"abstract":"<div><p>The fast rates at which urban population is growing coupled with increasing demands expressed within cities have given rise to challenging freight transportation problems. The Two-echelon Vehicle Routing Problem (2E-VRP) has been proposed as a scheme to tackle city-related problems. To better evaluate its pertinence in large congested city areas, this work addresses a version of the 2E-VRP in which synchronization is required among the two echelons. Besides, it considers time-dependent travel times at both echelons as well as time windows at customers. Other characteristics such as open routes at second echelon offer a degree of flexibility on the efficiency of the distribution specially when dealing with outsourcing schemes. The primary goal is to minimize the number of vehicles. Meanwhile, travel and waiting times, as well as penalties for late deliveries are minimized as a secondary objective. A two-phase metaheuristic approach is proposed to solve the problem on existing benchmarks; as well on a new set of instances based on real information from the city of Bogota, provided by an industrial partner. The experiments prove that including time-dependent travel times is of utmost importance for practical applications.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000086/pdfft?md5=9da20a806ab020122e8fe343f1024057&pid=1-s2.0-S2192437624000086-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141134354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization of human-aware logistics and manufacturing systems: A survey on the Human-Aware Models 人类感知物流和制造系统的优化:人性化模型调查
IF 2.4
EURO Journal on Transportation and Logistics Pub Date : 2024-01-01 DOI: 10.1016/j.ejtl.2024.100137
Thibault Prunet , Nabil Absi , Valeria Borodin , Diego Cattaruzza
{"title":"Optimization of human-aware logistics and manufacturing systems: A survey on the Human-Aware Models","authors":"Thibault Prunet ,&nbsp;Nabil Absi ,&nbsp;Valeria Borodin ,&nbsp;Diego Cattaruzza","doi":"10.1016/j.ejtl.2024.100137","DOIUrl":"10.1016/j.ejtl.2024.100137","url":null,"abstract":"<div><p>Historically, Operations Research (OR) discipline has mainly been focusing on economic concerns. Since the early 2000s, human considerations are gaining increasing attention, pushed by the growing societal concerns of sustainable development on the same terms as the economic and ecological ones. This paper is the second part of a work that aims at reviewing the efforts dedicated by the OR community to the integration of human aspects into logistics and manufacturing systems. A focus is put on the models proposed to represent and quantify human characteristics, their practical relevance, and the complexity induced by their integration with mathematical optimization models. In this paper, the techniques used in the OR literature to represent the human considerations encountered in logistics and manufacturing systems are surveyed. The existing Human-Aware Models (HAM) are classified and reviewed by domain. Particular attention is paid to the field validity of each method, its relevance to specific use cases, the required data collection, and its usability within mathematical optimization models. Since the surveyed HAMs rely on concepts originating from different related scientific disciplines (e.g., ergonomics, occupational medicine), a brief introduction of these fields of study is proposed together with a work of contextualization that is carried out during the analysis.</p></div>","PeriodicalId":45871,"journal":{"name":"EURO Journal on Transportation and Logistics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2192437624000128/pdfft?md5=6e813c91961f8f212db1f930e85abe4f&pid=1-s2.0-S2192437624000128-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141230289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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