EURO Journal on Decision Processes最新文献

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Analysis of labor strike based on evolutionary game and catastrophe theory 基于演化博弈和突变理论的罢工分析
IF 1
EURO Journal on Decision Processes Pub Date : 2020-05-01 DOI: 10.1007/s40070-020-00111-y
Ahmad Makui , SeyedMohammad Seyedhosseini , SeyedJafar Sadjadi , Parinaz Esmaeili
{"title":"Analysis of labor strike based on evolutionary game and catastrophe theory","authors":"Ahmad Makui ,&nbsp;SeyedMohammad Seyedhosseini ,&nbsp;SeyedJafar Sadjadi ,&nbsp;Parinaz Esmaeili","doi":"10.1007/s40070-020-00111-y","DOIUrl":"10.1007/s40070-020-00111-y","url":null,"abstract":"<div><p>This paper analyzes the labor–employer relations during conditions that lead to strike using an evolutionary game and catastrophe theory. During a threat to strike, the employers may accept the whole or only a part of the demands of labors and improve the work conditions or decline the demands, and each selected strategies has its respective costs and benefits. The threat to strike action causes the formation of a game between the strikers and employers that in which, as time goes on, different strategies are evaluated by the players and the effective variables of strike faced gradual and continuous changes, which can lead to a sudden jump of the variables and push the system to very different conditions such as dramatic increase or decrease in the probability of selecting strategies. So the alliance between labors could suffer or reinforce. This discrete sudden change is called catastrophe. In this study after finding evolutionary stable strategies for each player, the catastrophe threshold analyzed by nonlinear evolutionary game and the managerial insight is proposed to employers to prevent the parameters from crossing the border of the catastrophe set that leads to a general strike.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-020-00111-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44530701","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: 3
Managing an automated clinical laboratory: optimization challenges and opportunities 管理自动化临床实验室:优化的挑战和机遇
IF 1
EURO Journal on Decision Processes Pub Date : 2020-05-01 DOI: 10.1007/s40070-019-00097-2
Claudia Archetti , M.Grazia Speranza , Emirena Garrafa
{"title":"Managing an automated clinical laboratory: optimization challenges and opportunities","authors":"Claudia Archetti ,&nbsp;M.Grazia Speranza ,&nbsp;Emirena Garrafa","doi":"10.1007/s40070-019-00097-2","DOIUrl":"10.1007/s40070-019-00097-2","url":null,"abstract":"<div><p>In this paper, we analyze and discuss the optimization challenges and opportunities raised by the decision of building an automated clinical laboratory in a hospital unit. We first describe the general decision setting from a strategic, tactical and operational perspective. We then focus on the analysis of a practical case, i.e., the Central Laboratory of a large urban academic teaching hospital in the North of Italy, the ‘Spedali Civili’ in Brescia. We will describe the present situation and the research opportunities related to the study of possible improvements of the management of the laboratory.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00097-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47812825","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
Pythagorean fuzzy ordered weighted averaging aggregation operator and their application to multiple attribute group decision-making 毕达哥拉斯模糊有序加权平均聚合算子及其在多属性群决策中的应用
IF 1
EURO Journal on Decision Processes Pub Date : 2020-05-01 DOI: 10.1007/s40070-020-00110-z
K. Rahman , S. Abdullah , A. Ali , F. Amin
{"title":"Pythagorean fuzzy ordered weighted averaging aggregation operator and their application to multiple attribute group decision-making","authors":"K. Rahman ,&nbsp;S. Abdullah ,&nbsp;A. Ali ,&nbsp;F. Amin","doi":"10.1007/s40070-020-00110-z","DOIUrl":"10.1007/s40070-020-00110-z","url":null,"abstract":"<div><p>The objective of the present work is twofold. First, Pythagorean fuzzy ordered weighted averaging (PFOWA) aggregation operator is introduced along with its desirable properties, namely commutatively, idempotency, boundedness and monotonicity. Finally, the proposed operator is applied to decision making problems to show the validity, practicality and effectiveness of the new approach. The main advantage of using the proposed method is that this method gives more accurate results as compared to the existing methods.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-020-00110-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48048546","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: 9
Improving resilience of reservoir operation in the context of watercourse regulation in Finland 在芬兰水道调节的背景下提高水库运行的弹性
IF 1
EURO Journal on Decision Processes Pub Date : 2019-11-01 DOI: 10.1007/s40070-019-00099-0
Jyri Mustajoki , Mika Marttunen
{"title":"Improving resilience of reservoir operation in the context of watercourse regulation in Finland","authors":"Jyri Mustajoki ,&nbsp;Mika Marttunen","doi":"10.1007/s40070-019-00099-0","DOIUrl":"10.1007/s40070-019-00099-0","url":null,"abstract":"<div><p>Resilience management aims to increase the ability of the system to respond to adverse events. In this study, we develop and apply a structured framework for assessing the resilience of the decision-making process related to reservoir (or lake) regulation with the resilience matrix approach. Our study area is Finland, where the initiatives for the regulation have typically been hydro power production or flood prevention, but nowadays recreational and environmental issues are also increasingly considered. The main objectives of this study are twofold. First, it aims to provide support for reservoir operators and supervisors of the water course regulation projects in their work for identifying the possible threats and actions to diminish their consequences. Second, it studies the applicability of the resilience matrix approach in a quite specifically defined operational process, as most of the earlier applications have focused on a more general context. Our resilience matrix was developed in close co-operation with reservoir operators and supervisors of regulation by means of two workshops and a survey. For the practical application of the matrix, we created an evaluation form for assessing the resilience of a single dam operation process and for evaluating the cost efficiency of the actions identified to improve the resilience. The approach was tested on a dam controlling the water level of a middle-sized lake, where it proved to be a competent way to systematically assess resilience.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00099-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42906018","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: 5
A review of cost–benefit analysis and multicriteria decision analysis from the perspective of sustainable transport in project evaluation 可持续交通项目评价中的成本效益分析和多准则决策分析综述
IF 1
EURO Journal on Decision Processes Pub Date : 2019-11-01 DOI: 10.1007/s40070-019-00098-1
Francis Marleau Donais , Irène Abi-Zeid , E.OwenD. Waygood , Roxane Lavoie
{"title":"A review of cost–benefit analysis and multicriteria decision analysis from the perspective of sustainable transport in project evaluation","authors":"Francis Marleau Donais ,&nbsp;Irène Abi-Zeid ,&nbsp;E.OwenD. Waygood ,&nbsp;Roxane Lavoie","doi":"10.1007/s40070-019-00098-1","DOIUrl":"10.1007/s40070-019-00098-1","url":null,"abstract":"<div><p>Transport decision processes have traditionally applied cost–benefit analysis (CBA) with benefits mainly relating to time-savings, and costs relating to infrastructure and maintenance costs. However, a shift toward more sustainable practices was initiated over the last decades to remedy the many negative impacts of automobility. As a result, decision processes related to transport projects have become more complex due to the multidimensional aspects and to the variety of stakeholders involved, often with conflicting points of view. To support rigourous decision-making, multicriteria decision analysis (MCDA) is, in addition to CBA, often used by governments and cities. However, there is still no consensus in the transport field regarding a preferred method that can integrate sustainability principles. This paper presents a descriptive literature review related to MCDA and CBA in the field of transport. Among the 66 considered papers, we identified the perceived strengths and weaknesses of CBA and MCDA, the different ways to combine them and the ability of each method to support sustainable transport decision processes. We further analysed the results based on four types of rationality (objectivist, conformist, adjustive, and reflexive). Our results show that both methods can help improve the decision processes and that, depending on the rationality adopted, the perceived strengths and weaknesses of MCDA and CBA can vary. Nonetheless, we observe that by adopting a more global and holistic perspective and by facilitating the inclusion of a participative process, MCDA, or a combination of both methods, emerge as the more promising appraisal methods for sustainable transport.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00098-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46041486","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: 18
Editorial featured papers on environmental decisions 关于环境决策的社论
IF 1
EURO Journal on Decision Processes Pub Date : 2019-11-01 DOI: 10.1007/s40070-019-00108-2
Judit Lienert , Igor Linkov
{"title":"Editorial featured papers on environmental decisions","authors":"Judit Lienert ,&nbsp;Igor Linkov","doi":"10.1007/s40070-019-00108-2","DOIUrl":"10.1007/s40070-019-00108-2","url":null,"abstract":"<div><p>Our society is facing serious environmental challenges related to climate change, pollution, diminishing resources, and biodiversity loss. Such problems are often ill-defined and are characterized by high uncertainty. Environmental decisions have strong impacts on society and demand clear and transparent trade-offs across values and priorities of stakeholder groups. This Feature Issue on Environmental Decisions includes papers focused on important environmental applications approached through various disciplinary backgrounds. The papers highlight advanced–often interdisciplinary–methodological approaches and include the perspectives of different stakeholders in the process of environmental decision-making. A wide range of methods are explored, ranging from a comprehensive review (for sustainable transport by Marleau Donais et al.) to an opinion paper proposing the use of Records of Engagement and Decision-making (RoED; by Cockerill et al.). Stakeholder engagement and preference elicitation required the development of new aggregation models for Multi-Criteria Decision Analysis (MCDA; by Reichert et al.). The integration of Cost-Benefit Analysis (CBA) with MCDA was found to be necessary in practice (by Liu et al.; Marleau Donais et al.). MCDA was extended to include the spatial dimension by integrating Geographic Information Systems (GIS; by Guay et al.; Schito et al.). The importance of considering the resilience of systems to better respond to and recover from unpredictable risks was emphasized (by Leyerer et al.; Mustajoki and Marttunen). These papers demonstrate the richness of approaches to environmental decision-making. Environmental issues offer ample exciting research opportunities to a broader scientific community. We encourage the readers of this Feature Issue—and of EJDP—to engage in environmental decision-making projects to support emerging societal needs.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00108-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42395839","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
Records of engagement and decision making for environmental and socio-ecological challenges 应对环境和社会生态挑战的参与和决策记录
IF 1
EURO Journal on Decision Processes Pub Date : 2019-11-01 DOI: 10.1007/s40070-019-00104-6
Kristan Cockerill , Pierre Glynn , Ilan Chabay , Mahmud Farooque , RaimoP. Hämäläinen , Ben Miyamoto , Patricia McKay
{"title":"Records of engagement and decision making for environmental and socio-ecological challenges","authors":"Kristan Cockerill ,&nbsp;Pierre Glynn ,&nbsp;Ilan Chabay ,&nbsp;Mahmud Farooque ,&nbsp;RaimoP. Hämäläinen ,&nbsp;Ben Miyamoto ,&nbsp;Patricia McKay","doi":"10.1007/s40070-019-00104-6","DOIUrl":"10.1007/s40070-019-00104-6","url":null,"abstract":"<div><p>We propose creating and maintaining records of engagement and decision-making (RoED) to help us and our communities better understand ourselves, our goals, our decisions, and the dynamic systems in which we all live. The purpose of RoED is to go well beyond noting that dialogue occurred or a decision was reached. The records should, in ways appropriate to the context and participants, document interactions and note biases, beliefs, emotions, behaviors, norms, and values. These crucial aspects are generally absent in academic papers and formal reports, yet they always play a role in decision-making processes. While not a panacea for addressing critical biophysical and social challenges, we propose that a comprehensive framework for promoting realistic, legitimate and inclusive engagement could enhance trust, establish institutional memory, and when and where appropriate, ensure greater transparency. The aim is to create and maintain RoED to collect significant information and share insights from multi-stakeholder decision-making processes from diverse institutions, contexts, and disciplinary domains. In the long-term RoED could promote more effective adaptive management or governance approaches. This paper describes an exploratory phase intended to catalyze collaborative efforts worldwide.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00104-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47922276","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: 13
A framework for integrating stakeholder preferences when deciding on power transmission line corridors 在决定输电线路走廊时整合利益相关者偏好的框架
IF 1
EURO Journal on Decision Processes Pub Date : 2019-11-01 DOI: 10.1007/s40070-019-00100-w
Joram Schito , Joshu Jullier , Martin Raubal
{"title":"A framework for integrating stakeholder preferences when deciding on power transmission line corridors","authors":"Joram Schito ,&nbsp;Joshu Jullier ,&nbsp;Martin Raubal","doi":"10.1007/s40070-019-00100-w","DOIUrl":"10.1007/s40070-019-00100-w","url":null,"abstract":"<div><p>Decisions about urban space and especially regarding power transmission lines are of great public interest, because their visibility affects citizens for decades. With citizens’ increasing awareness, they expect to be transparently informed, their concerns to be taken seriously and that decision-makers base their decisions rationally on facts and laws. In this paper, we present a 3D Decision Support System (3D DSS) that tackles this issue and allows decision-makers to find an optimal transmission line corridor on such rational basis and by considering stakeholder’s preferences regarding multiple criteria. We examined its reliability regarding the ability of predicting transmission line corridors realistically—as stakeholders would expect them—by carrying out a study in central Switzerland with 10 grid planning experts and government representatives. Moreover, we investigated the extent to which graphic representations may support decision-makers firstly in evaluating a transmission line corridor modeled by the 3D DSS, secondly in considering and improving a human-defined scenario for transmission line planning, and thirdly in changing their opinion about a human-defined path. For this, a questionnaire was statistically evaluated by means of exploratory analysis, correlation analysis, and regression analysis. The results on the investigated visual analytics approach showed that it supports the evaluation of the corridor modeled by the 3D DSS as well as of the scenario defined by the stakeholders. As our new approach allows stakeholders to evaluate a transmission line path they consider to be optimal for land and population, it has a high potential for supporting rational group decision-making when considering different opinions.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00100-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42588638","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: 6
The need for unconventional value aggregation techniques: experiences from eliciting stakeholder preferences in environmental management 对非常规价值聚合技术的需求:环境管理中激发利益相关者偏好的经验
IF 1
EURO Journal on Decision Processes Pub Date : 2019-11-01 DOI: 10.1007/s40070-019-00101-9
Peter Reichert , Klemens Niederberger , Peter Rey , Urs Helg , Susanne Haertel-Borer
{"title":"The need for unconventional value aggregation techniques: experiences from eliciting stakeholder preferences in environmental management","authors":"Peter Reichert ,&nbsp;Klemens Niederberger ,&nbsp;Peter Rey ,&nbsp;Urs Helg ,&nbsp;Susanne Haertel-Borer","doi":"10.1007/s40070-019-00101-9","DOIUrl":"10.1007/s40070-019-00101-9","url":null,"abstract":"<div><p>Despite the large literature about non-additive value aggregation techniques, in the large majority of applied decision support processes, additive value aggregation functions are used. The main reasons for this may be the simplicity of the approach, minimum elicitation requirements, software availability, and the appeal of the underlying preference independence concepts that may be strengthened by an adequate choice of sub-objectives and attributes. However, in an applied decision support process, the decision maker(s) or the stakeholders decide on the sub-objectives and attributes to characterize the state of a system and they have to provide information that allows the decision analyst to express their preferences as a value function of these attributes. It is the task of the decision analyst to find the parameterization and parameter values of a value function that fits best the expressed preferences. We describe a value function elicitation process for the ideal morphological state of a lake shore, performed with stakeholders from federal and cantonal authorities and from environmental consulting companies in Switzerland. This process led to the elicitation of strongly non-additive and partly even non-concave value aggregation functions. The objective of this paper is to raise the awareness about the importance of carefully testing the assumptions underlying parameterized (often additive) value aggregation techniques during the preferences elicitation process and to be flexible regarding evaluating value functions that deviate from the often used additive aggregation scheme. This can lead to a higher confidence that additive aggregation is suitable for the specific decision problem or to the selection of alternative aggregation techniques that better represent the decision maker’s preferences in case additivity is violated.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00101-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49588425","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: 11
A cost-effective framework to prioritise stakeholder participation options 一个具有成本效益的框架,优先考虑利益攸关方参与的选择
IF 1
EURO Journal on Decision Processes Pub Date : 2019-11-01 DOI: 10.1007/s40070-019-00103-7
Shuang Liu , Kirsten Maclean , Cathy Robinson
{"title":"A cost-effective framework to prioritise stakeholder participation options","authors":"Shuang Liu ,&nbsp;Kirsten Maclean ,&nbsp;Cathy Robinson","doi":"10.1007/s40070-019-00103-7","DOIUrl":"10.1007/s40070-019-00103-7","url":null,"abstract":"<div><p>Stakeholder participation is increasingly being embedded into decision-making processes from the local to the global scale. With limited resources to engage stakeholders, frameworks that allow decision-makers to make cost-effective choices are greatly needed. In this paper, we present a structured decision-making (SDM) framework that enables environmental decision-makers to prioritise different engagement options by assessing their relative cost-effectiveness. We demonstrate the application of this framework using a case study in biosecurity management. Drawing on a scenario of Panama Disease Tropical Race 4 (TR4) invasion in the Australian banana industry, we conducted 25 semi-structured interviews and held a workshop with key stakeholders to elicit their key concerns and convert them into four objectives-making more informed decisions, maximising buy-in, empowering people, and minimising the stress of biosecurity incidents. We also identified ten engagement alternatives at local, State/Territory, and National scales. Our results showed that options to engage local stakeholders and enable capacity to undertake adaptive approaches to biosecurity management are more cost-effective than engagement efforts that seek to build capacities at higher decision-making levels. More interestingly, using the weights provided by different stakeholder groups does not significantly affect the cost-effectiveness ranking of the ten options considered. Even though the results are contingent on the context of this biosecurity study, the SDM framework developed for maximising cost-effectiveness is transferable to other areas of environmental management. The efficient frontier generated by this framework allows decision-makers to examine the trade-offs between the costs and benefits and select the best portfolio for their investment. This approach provides a practical and transparent estimate of the return on investment for stakeholder engagement in highly complex or uncertain situations, as is usually the case for environmental issues.</p></div>","PeriodicalId":44104,"journal":{"name":"EURO Journal on Decision Processes","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s40070-019-00103-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41443839","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: 5
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