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Resource Allocation to Minimize the Makespan with Multi-Resource Operations

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Journal of Systems Science & Complexity 2024年第5期37卷 2054-2070页

作者： WeNG Wuyan CHU Chengbin WU Peng school of economics and management Fuzhou UniversityFuzhou 350108China Univ Gustave eiffel ESIEE Paris&COSYS-GRETTIAF-77454 Marne-la-ValléeFrance

This paper investigates a new resource-allocation problem involving multi-resource operations,where completing an operation requires simultaneous use of multiple(renewable)resources,probably of different *** goal of the study is to provide a solution method that minimizes the *** authors formulate the problem into a novel mixed-integer linear program(MILP)*** efficiently solve practical-sized instances,an exact Benders decomposition algorithm is *** algorithm divides the original problem into a master problem of allocating resources and a subproblem of calculating the makespan,and both are linked via Benders *** convergence is sped up by improving the mathematical model and embedding the variable neighborhood search *** with CPLeX,a commonly used MILP solver,the computational results demonstrate that the proposed algorithm provides tighter upper and lower bounds in most *** particular,compared with CPLeX,the proposed method can on average improve the upper and lower bounds by 4.76%and 4.39%,respectively,in solving practical-sized instances.

关键词： Benders decomposition multi-resources operations resource allocation

GMAT:A Graph Modeling Method for Group Preference Prediction

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Journal of Systems Science and Systems engineering 2024年第4期33卷 475-493页

作者： Xiangyu Li Xunhua Guo Guoqing Chen International Business school Jinan UniversityZhuhai519070China school of economics and management Tsinghua UniversityBeijing100084China

Preference prediction is the building block of personalized services,and its implementation at the group level helps enterprises identify their target customers *** methods for preference prediction mainly focus on behavioral interactions to extract the associations between groups and products,ignoring the importance of other auxiliary records(e.g.,online reviews and social tags)in association *** paper proposes a novel method named GMAT for group preference prediction,aiming to collectively detect the sophisticated association patterns from user generated content(UGC)and behavioral *** doing so,we construct a tripartite graph to collaborate these two types of data,and design a deep-learning algorithm with mutual attention module for generating the contextualized representations of groups and *** experiments on two real-world datasets show that GMAT is superior to other baselines in terms of group preference ***,GMAT is able to improve prediction accuracy compared with its different variants,further verifying the proposed method’s effectiveness on association pattern detection.

关键词： Group preference UGC tripartite graph deep learning

Research on Credit Regulation Mechanism of e-commerce Platform Based on evolutionary Game Theory

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Journal of Systems Science and Systems engineering 2024年第3期33卷 330-359页

作者： Zeguo Qiu Yuchen Yin Yao Yuan Yunhao Chen school of Computer and Information engineering Harbin University of CommerceHarbin150028China school of management Harbin University of CommerceHarbin150028China

In the growing e-commerce industry,the problem of malicious business operations has become increasingly prominent,exposing many problems such as weak supervision of e-commerce platforms and no way for consumers to *** order to solve the problems of counterfeit and shoddy products on e-commerce platforms and promote the sustainable development of the e-commerce industry in China,this paper constructs a three-party evolutionary game model of e-commerce platforms,merchants,and consumers,investigates the influence of each influencing factor on each party’s strategy choice,and provides targeted suggestions to e-commerce platforms based on relevant ***,the impact of several important parameters on the equilibrium solution is discussed through sensitivity *** results show that:1)the smaller the cost difference between active and negative regulation,the more the e-commerce platform tends to active regulation strategy,but increasing fines for dishonest merchants and consumer complaints have little impact on the e-commerce platform;2)increasing consumer compensation,creating an honest business environment,and reducing the cost of honest business all help companies tend to operate in good faith;3)the only factor that affects the tendency of consumer complaint strategies is the cost of *** loss suffered by silence and the compensation given to consumers have little effect on consumers’tendency to complain *** results can provide theoretical guidance for participants to make useful strategic decisions in the e-commerce market.

关键词： evolutionary game e-commerce data simulation

The impact of big data tax administration on corporate eSG—A quasi-natural experiment based on Golden Tax Project Ⅲ

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China Journal of Accounting Research 2024年第3期17卷 89-119页

作者： Jingbo Luo Jiayi Xu school of management Lanzhou UniversityChina

environmental,social and governance(eSG)practices are pivotal to global sustainability yet face *** on the implementation of Golden Tax Project Ⅲ,we find that big data tax administration decreases corporate eSG *** tests indicate that Golden Tax Project Ⅲ can reduce tax avoidance,cash flow and green innovation,thereby inhibiting eSG through the“taxation effect.”Conversely,the project can reduce agency costs and improve information transparency,thus promoting eSG performance through the“governance effect.”Overall,however,the project inhibits corporate eSG *** to further analysis,the negative effect on eSG performance mainly impacts the environmental responsibility(e)ele*** paper provides insights relevant to advancing China’s“dual carbon”policy and formulating a“Chinese approach”to global sustainable development.

关键词： Big data tax administration Golden Tax ProjectⅢ Corporate eSG performance Tax administration Corporate governance

evolutionary game analysis of information service quality control of e-commerce platforms under information ecology

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Journal of management Analytics 2024年第1期11卷 135-159页

作者： Xiaojun Xu Lu Wang Xiaoli Wang school of economics and management Yanshan UniversityQinhuangdaoPeople’s Republic of China

Due to the information asymmetry and imperfect supervision system,the problem of information service quality of e-commerce platforms is becoming increasingly *** on the perspective of information ecology,this paper constructs a three-party evolutionary game model including merchants,e-commerce platforms and governments,and analyzes the dynamic process of the threeparty game under bounded rationality,thereby characterizing the behavior and optimal strategies of information service quality *** carry out numerical simulation using data of the Pinduoduo *** results show that the cost of each party,control strength of e-commerce platforms,proportion of margin deducted and other factors are important factors affecting the quality of information service;Only when the sum of the costs of passive management of e-commerce platforms,penalties for merchants,and the additional revenue generated from the active management exceeds the cost of the active management of the e-commerce platforms,it ensures effective control over the quality of information service in a stable market ***,some suggestions are put forward to optimize the e-commerce information service quality control.

关键词： e-commerce platforms information service quality control evolutionary game information ecology

Maximizing the Differences Between a Monotone DR-Submodular Function and a Linear Function on the Integer Lattice

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Journal of the Operations Research Society of China 2024年第3期12卷 795-807页

作者： Zhen-Ning Zhang Dong-Lei Du Ran Ma Dan Wu Department of Operations Research and Information engineering Beijing University of TechnologyBeijing100124China Faculty of management University of New BrunswickFrederictonNB E3B 9Y2Canada school of management engineering Qingdao University of TechnologyQingdao266525ShandongChina school of Mathematics and Statistics Henan University of Science and TechnologyLuoyang471023HenanChina

In this paper,we investigate the maximization of the differences between a nonnegative monotone diminishing return submodular(DR-submodular)function and a nonnegative linear function on the integer *** it is almost unapproximable for maximizing a submodular function without the condition of nonnegative,we provide weak(bifactor)approximation algorithms for this problem in two online settings,*** the unconstrained online model,we combine the ideas of single-threshold greedy,binary search and function scaling to give an efficient algorithm with a 1/2 weak approximation *** the online streaming model subject to a cardinality constraint,we provide a one-pass(3-√5)/2 weak approximation ratio streaming *** memory complexity is(k log k/ε),and the update time for per element is(log^(2)k/ε).

关键词： Submodular maximization DR-submodular Integer lattice Single-threshold greedy algorithm Streaming algorithm

Maximizing Submodular+Supermodular Functions Subject to a Fairness Constraint

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Tsinghua Science and Technology 2024年第1期29卷 46-55页

作者： Zhenning Zhang Kaiqiao Meng Donglei Du Yang Zhou Beijing Institute for Scientific and engineering Computing Beijing University of TechnologyBeijing 100124China Faculty of management University of New BrunswickFredericton E3B 5A3Canada school of Mathematics and Statistics Shandong Normal UniversityJinan 250014China

We investigate the problem of maximizing the sum of submodular and supermodular functions under a fairness *** sum function is non-submodular in *** an offline model,we introduce two approximation algorithms:A greedy algorithm and a threshold greedy *** a streaming model,we propose a one-pass streaming *** also analyze the approximation ratios of these algorithms,which all depend on the total curvature of the supermodular *** total curvature is computable in polynomial time and widely utilized in the literature.

关键词： submodular function supermodular function fairness constraint greedy algorithm threshold greedy algorithm streaming algorithm

Gender Pay Gap in the Gig economy

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China Finance and economic Review 2024年第1期13卷 3-22页

作者： Zhiqiang Dong Juan Peng Shanshi Liu school of economics and management South China Normal University510006

The rapid ascent of digital platforms and the gig economy has prompted concerns about the gender pay *** results show that in the gig economy,gender continues to be a crucial determinant of workers'earnings,with women earning 85%of what men earn on a monthly ***,in comparison to the traditional waged employment during the same period,the gender pay gap in the gig economy has *** some gig jobs(e.g.,ride-hailing services,delivery services,online education)exhibit certain occupational segregation,women in gig economy work are no longer concentrated in low-paying roles,thereby challenging the occupational crowding hypothesis prevalent in traditional *** the gig economy,the vast majority of the gender pay gaps arise from factors within occupations,and occupational segregation only has a very limited impact on the earnings ***,the gender pay gap among platform gig workers can be mostly explained by observable factors,which implies that compared to traditional employment,the gig economy exhibits a lower level of implicit gender discrimination in ***,we investigate new factors that determine the gender pay gap in the gig *** exhibit a stronger aversion to algorithmic control,a preference for job flexibility,and a tendency toward more isolated and less socially interactive work environmentsall of which serve to widen the gender pay gap that might have otherwise *** results of this research suggest that despite the criticisms surrounding the gig economy,it continues to exert a positive influence on China's labor market。

关键词： gig economy platform economy new employment form gender earnings gap gender discrimination

Impacts of nuclear energy,greener energy,and economic progress on the load capacity factor:What we learn from the leading nuclear power economies?

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Geoscience Frontiers 2024年第3期15卷 322-335页

作者： Wei Teng Md.Monirul Islam LászlóVasa Shujaat Abbas Umer Shahzad school of Business Qilu Institute of TechnologyJinan 250200ShandongChina Graduate school of economics and management(GSeM) Ural Federal University(UrFU)YekaterinburgRussia Bangladesh Institute of Governance and management(BIGM) University of DhakaBangladesh Széchenyi Istvàn University Faculty of EconomicsHungary school of economics Széchenyi Istvàn UniversityGyorHungary Department of Trade and Finance Faculty of Economics and ManagementCzech University of Life Sciences PragueCzech Republic Adnan Kassar school of Business Lebanese American UniversityBeirutLebanon

The worldwide tremor of environmental degradation commonly represents the escalation of emissions levels and ecological footprints that harm the planet’s *** is because of using gigantic non-renewable energy resources,urbanization stream and massive economic activities in the major industrialized *** this situation,we investigate the influence of disaggregated energy measures,e.g.,renewable,and nuclear energy,income growth and urbanization on the load capacity factor(biocapacity divided by the ecological footprint)of major nuclear power countries,such as France,the USA,Canada,China,and Russia during *** this end,we utilize the CS-ARDL procedure because of the endogeneity,common correlation,non-stationarity in data and heterogeneity in panel *** contribute to considering the supply side dynamic of environmental degradation parameter,the load capacity,from the perspective of the top nuclear power nations that deviates our analysis from the prevailing scholarly ***,our findings confirm a significantly positive impact of renewable and nuclear energy on the load capacity factor in improving environmental ***,economic growth and urbanization negatively affect the load capacity dynamics in spurring environmental *** findings are robust across an alternative estimation technique,namely the Dumitrescu and Hurlin(DH)causation ***,we recommend formulating pragmatic policies to deter the detrimental effects of income and urbanization by properly utilizing sustainable energy resources to conserve the natural environment.

关键词： Renewable energy economic growth Urbanization Load capacity environmental degradation Top nuclear power countries