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The Impact of E-Commerce on Urban Green Innovation Development 电子商务对城市绿色创新发展的影响
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-07-10 DOI: 10.4018/joeuc.326049
Bin Wang, Lianggui Zhang, Ding-Yuan Wang, Guoliang Jiang
Green innovation development is essential to achieve “carbon neutrality and carbon peaking” and drive sustainable urban growth, which greatly influences the global green economy. This paper probes into the influence of e-commerce on urban green innovation and its mechanism using a multi-period double difference model. The authors examine the heterogeneous impact of e-commerce on urban green innovation under various urban characteristics. The study reveals that e-commerce development enhances urban entrepreneurial vitality, promotes investment agglomeration, and fosters favorable social conditions and sufficient financial guarantees for green innovation development. E-commerce development's promotion effect shows a “U-shaped” trend as the extent of urban green innovation increases. Additionally, the impact of e-commerce development on urban green innovation is highly dependent on its resource endowments. Therefore, we should focus on the empowering effect of e-commerce development on green innovation to provide new growth opportunities for the green economy.
绿色创新发展是实现“碳中和和碳达峰”、推动城市可持续发展的关键,对全球绿色经济具有重要影响。本文采用多时段双差分模型探讨了电子商务对城市绿色创新的影响及其机制。研究了不同城市特征下电子商务对城市绿色创新的异质性影响。研究表明,电子商务的发展增强了城市创业活力,促进了投资集聚,为绿色创新发展创造了有利的社会条件和充足的资金保障。随着城市绿色创新程度的提高,电子商务发展的促进效应呈现“U型”趋势。此外,电子商务发展对城市绿色创新的影响在很大程度上取决于其资源禀赋。因此,我们应该关注电子商务发展对绿色创新的赋能作用,为绿色经济提供新的增长机会。
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引用次数: 0
Differential Effects of Renqing and System on Employee Work Quality 人青与制度对员工工作质量的差异效应
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-07-10 DOI: 10.4018/joeuc.325507
Bijun Xie, S. L. Ngan, Min Li, Fangbin Xiao
This article investigates how Renqing and the system affect employees' work quality in Chinese culture. The leader-employee matching questionnaires were gathered using data from businesses in China's Beijing, Shanghai, Guangdong, Jiangxi, and Yunnan provinces. The article then uses an empirical analytic method to analyze the data. It uses SPSS25.0 software to process data. The results indicate that the three dimensions of emotion relationship, resource relationship, and norm relationship have an equal impact on the quality of work enjoyment; the system has no substantial effect on employees' work quality, but it regulates the impact of Renqing on work quality. If a Chinese company wants employees that produce high-quality work, the article's conclusions suggest that Renqing should be considered. In the meantime, the company should increase its efforts to improve the efficiency of its system.
本文考察了中国文化中的人情情及其制度对员工工作质量的影响。这份领导-员工匹配调查问卷收集了来自中国北京、上海、广东、江西和云南等省的企业数据。然后运用实证分析的方法对数据进行分析。采用SPSS25.0软件进行数据处理。结果表明:情感关系、资源关系和规范关系三个维度对工作享受质量的影响是相等的;该制度对员工的工作质量没有实质性影响,但调节了仁情对工作质量的影响。如果一家中国公司想要高质量的员工,文章的结论建议应该考虑人情。与此同时,公司应该加大努力,提高其系统的效率。
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引用次数: 0
The Social Media Big Data Analysis for Demand Forecasting in the Context of Globalization: Development and Case Implementation of Innovative Frameworks 全球化背景下需求预测的社交媒体大数据分析:创新框架的发展与案例实施
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-06-30 DOI: 10.4018/joeuc.325217
Yifang Gao, Junwei Wang, Zhi Li, Zengjun Peng
This paper aims to analyze the predictive effect of artificial intelligence on user demand in big data social media and to provide suggestions for developing enterprise innovation frameworks and implementing marketing strategies. In response to the inconsistency between the supply of enterprise products and services and market demand, deep learning algorithms have been introduced using social media big data analysis. This algorithm has been improved to construct a user demand prediction model in social media big data based on bidirectional long short-term memory (BiLSTM) fused with Word2Vec. The model uses data acquisition and pre-processing, Word2Vec algorithm to vectorization the data information, and BiLSTM network to model and train the sequence. Finally, the model is evaluated as an example.
本文旨在分析大数据社交媒体中人工智能对用户需求的预测作用,为企业创新框架的制定和营销策略的实施提供建议。针对企业产品和服务供给与市场需求不一致的问题,利用社交媒体大数据分析引入深度学习算法。对该算法进行改进,构建了基于双向长短期记忆(BiLSTM)与Word2Vec融合的社交媒体大数据用户需求预测模型。该模型采用数据采集和预处理,Word2Vec算法对数据信息进行矢量化,BiLSTM网络对序列进行建模和训练。最后,以实例对模型进行了评价。
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引用次数: 0
Supply Chain Practices, Dynamic Capabilities, and Performance: The Moderating Role of Big Data Analytics 供应链实践、动态能力和绩效:大数据分析的调节作用
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-06-27 DOI: 10.4018/joeuc.325214
Xiaoyi Zhang, Xinying He, Xiaomin Du, Ao Zhang, Yueqi Dong
The integration of big data analytics with effective supply chain practices based on dynamic capability theory is an emerging topic, and the relationship that exists between big data analytics and supply chain dynamic capabilities and supply chain practices, and their impact on supply chain performance, requires further research. This article examines the relationship between three supply chain practices and supply chain performance. The information provided by managers of 415 companies in China was used as a sample and the data collected was empirically tested using partial least squares structural equation modelling. The findings show that different supply chain practices have a positive impact on supply chain dynamic capability and supply chain performance, that supply chain dynamic capability has an indirect mediating effect, and that big data analysis has a positive moderating effect on the relationship between supply chain practices and supply chain performance.
基于动态能力理论的大数据分析与有效供应链实践的整合是一个新兴课题,大数据分析与供应链动态能力、供应链实践之间存在的关系及其对供应链绩效的影响有待进一步研究。本文考察了三种供应链实践与供应链绩效之间的关系。以中国415家企业管理者提供的信息为样本,采用偏最小二乘结构方程模型对收集到的数据进行实证检验。研究发现,不同供应链实践对供应链动态能力和供应链绩效具有正向影响,供应链动态能力具有间接中介作用,大数据分析对供应链实践与供应链绩效之间的关系具有正向调节作用。
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引用次数: 1
Factors Influencing Member Satisfaction With Cooperation in an Agro-Industrialized Union 影响成员对农业产业化联盟合作满意度的因素
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-06-09 DOI: 10.4018/joeuc.324081
Hanyue Li, Runqing Zhang
As a new form of agricultural organization, agro-industrialized unions (AIUs) have shown strong effectiveness. Based on data from Hebei Province in China, the triple-hurdle model was used to analyze the impact of the governance structure and perceived interests on satisfaction from three stages. The main findings are: (1) Satisfaction with the AIU was affected by the governance structure and perceived interests. The former significantly impacted the final satisfaction, whereas the latter had significantly positive effects in all three stages. (2) Among the perceived interest factors, operating ability, interest sharing, and risk defense influenced attitude to whether performance had improved. (3) Attitude toward satisfaction was affected by the perceptions of operating ability and benefit sharing, whereas the overall satisfaction was influenced by benefit-sharing and risk-defense ability. Policy recommendations were suggested to strengthen the close bonds among AIU members at last.
农业产业化联盟作为一种新型的农业组织形式,已显示出强大的效能。基于河北省的数据,运用三重障碍模型从三个阶段分析了治理结构和感知利益对满意度的影响。主要研究结果如下:(1)对AIU的满意度受到治理结构和感知利益的影响。前者对最终满意度有显著影响,而后者在所有三个阶段都有显著的积极影响。(2) 在感知兴趣因素中,操作能力、兴趣分担和风险防御影响对绩效是否改善的态度。(3) 对满意度的态度受操作能力和利益共享感知的影响,而总体满意度受利益共享和风险防御能力的影响。最后提出了加强AIU成员之间紧密联系的政策建议。
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引用次数: 0
The Robustness and Vulnerability of a Complex Adaptive System With Co-Evolving Agent Behavior and Local Structure 具有协同演化智能体行为和局部结构的复杂自适应系统的鲁棒性和脆弱性
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-06-08 DOI: 10.4018/joeuc.324072
Xiaojing Zheng
Agents' irrational behavior would lead to local configuration of complex adaptive system percolation. The corresponding critical point is key to making decisions for improving the system or keeping the system from collapsing. The authors construct a complex adaptive system model where agent behavior and its local configuration co-evolve. This model shows, when an arbitrary agent and its neighbors change their strategy and local interactive configuration, how the properties of percolation critical point of this system would emerge under random attack and intentional attack. It is shown that the system is robust if it is attacked randomly, and there are always at least two large components keeping the system connected. However, if the system is attacked intentionally, the result is more interesting. The system is robust if the deleting probability is smaller than a certain critical probability c0, but the system is vulnerable if the probability is larger than c0. Furthermore, the critical probability c0 is determined by the agent payoff, system structure, and noise.
代理的非理性行为会导致复杂自适应系统渗流的局部配置。相应的临界点是做出改进系统或防止系统崩溃的决策的关键。作者构造了一个复杂的自适应系统模型,其中代理行为及其局部配置共同进化。该模型表明,当任意智能体及其邻居改变其策略和局部交互配置时,在随机攻击和有意攻击下,该系统的渗流临界点性质将如何显现。研究表明,如果系统受到随机攻击,它是鲁棒的,并且总是有至少两个大部件保持系统的连接。然而,如果系统被有意攻击,结果会更有趣。如果删除概率小于某个临界概率c0,则系统是鲁棒的,但如果概率大于c0,那么系统是脆弱的。此外,临界概率c0由代理报酬、系统结构和噪声决定。
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引用次数: 0
Research on Monitoring Method of Stock Market Systematic Crash Based on Market Transaction Data 基于市场交易数据的股市系统性崩盘监测方法研究
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-06-01 DOI: 10.4018/joeuc.324062
Y. Li, Zhan-Wen Li
Sharp rises and falls in stock prices have become increasingly frequent in recent years. Stock market crashes bring great risks to the stability of the securities markets. Using recurrence plot theory and a heuristic segmentation algorithm for detecting abrupt changes in nonlinear time series, this study investigates the problem of detecting abrupt endogenous structural changes before a stock market crash. Based on an analysis of crash events in 12 developed and 10 emerging countries and regions, the authors find the following: (1) The market laminar flow (LAM) value will fall greatly before a stock market crash; (2) the LAM sequence of the US stock market during the 2008 financial crisis presents a fractal-like self-similar structure, and blank bands appears in the recurrence plot, indicating a phase transition in the LAM sequence before the crash; and. (3) using a heuristic segmentation algorithm to detect abrupt changes in nonlinear time series, this study finds that before a crash, the endogenous structure of the market continuously experiences abnormal abrupt changes, and abnormal abrupt change time.
近年来,股票价格的急剧涨跌变得越来越频繁。股灾给证券市场的稳定带来很大的风险。利用递归图理论和启发式分割算法检测非线性时间序列的突变,研究了股市崩盘前内生结构突变的检测问题。通过对12个发达国家和10个新兴国家和地区的股灾事件分析,发现:(1)股灾发生前,市场层流(LAM)值会大幅下降;(2) 2008年金融危机期间美国股市的LAM序列呈现分形自相似结构,在递归图中出现空白带,表明崩盘前LAM序列出现相变;和。(3)利用启发式分割算法检测非线性时间序列的突变,研究发现,在崩盘前,市场内生结构连续发生异常突变,且异常突变时间。
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引用次数: 0
The Influence of Knowledge Worker Salary Satisfaction on Employee Job Performance 知识型员工薪酬满意度对员工工作绩效的影响
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-18 DOI: 10.4018/joeuc.323426
Li Zeng
Knowledge workers are quite crucial to every enterprise, so exploring the relationship between their salary satisfaction and job performance is significant. Hence, this work observes their salary satisfaction by identifying the employees' emotions at the time of salary announcement. The relationship between salary satisfaction and job performance is studied through the obtained satisfaction. First, the convolutional neural network (CNN) model is introduced. Then, it is optimized by adding an attention mechanism to improve the accuracy of the emotion recognition model. Finally, through comparative experiments, the effectiveness of the model proposed and the impact of employee's salary satisfaction on job performance are verified. The experimental results show that the recognition accuracy of the model is much higher than that of the traditional model. In particular, the recognition accuracy of neutral emotions is as high as 95%. It verifies the effectiveness of the model.
知识型员工对每个企业来说都是至关重要的,因此研究知识型员工的薪酬满意度与工作绩效之间的关系具有重要意义。因此,本研究通过识别员工在薪酬公告时的情绪来观察他们的薪酬满意度。通过所得满意度研究薪酬满意度与工作绩效的关系。首先介绍了卷积神经网络(CNN)模型。然后,通过添加注意机制对模型进行优化,提高情绪识别模型的准确率。最后,通过对比实验,验证了所提出模型的有效性,以及员工薪酬满意度对工作绩效的影响。实验结果表明,该模型的识别精度大大高于传统模型。特别是对中性情绪的识别准确率高达95%。验证了模型的有效性。
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引用次数: 0
Application of Internet of Things and Blockchain in Information Security and Privacy Protection of Global Organizations 物联网和区块链在全球组织信息安全和隐私保护中的应用
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-18 DOI: 10.4018/joeuc.323192
Shuya Fang, Qingquan Liu, Fengrui Zhang, Ningyan Chen, Xin Li
Access control data will continue to be exposed to the threat of privacy leakage even if blockchain technology currently offers a new solution for the security and privacy of the internet of things (IoT). However, its usability and privacy are not completely leveraged. This paper first discusses the IoT and blockchain technology and then examines each technology's structural models in order to address the issue of information security and privacy protection for the global organization IoT based on blockchain. Second, the information security and privacy guarantee system based on blockchain is built with ZKP and TEE at its heart after problems with zero-knowledge proof (ZKP) and trusted execution environment (TEE) in information security guarantee based on blockchain are investigated. By comparing the simulation trials, the proposed system's viability is finally confirmed. The results demonstrate that the suggested algorithm's evidence generation time is 352 ms when it reaches the experiment's highest node 28, which is clearly faster than previous techniques.
即使区块链技术目前为物联网(IoT)的安全和隐私提供了新的解决方案,访问控制数据仍将面临隐私泄露的威胁。然而,它的可用性和隐私性并没有得到充分的利用。本文首先讨论了物联网和区块链技术,然后研究了每种技术的结构模型,以解决基于区块链的全球组织物联网的信息安全和隐私保护问题。其次,研究了基于区块链的信息安全保障中的零知识证明(ZKP)和可信执行环境(TEE)问题,构建了以ZKP和TEE为核心的基于区块链的信息安全隐私保障体系。通过仿真试验对比,最终证实了系统的可行性。实验结果表明,该算法在达到实验最高节点28时的证据生成时间为352 ms,明显快于以往的技术。
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引用次数: 0
The Driving Factors Analysis of Live Streamers' Characteristics and Perceived Value for Consumer Repurchase Intention on Live Streaming Platforms 直播者特征及感知价值对直播平台消费者再购买意愿的驱动因素分析
IF 6.5 3区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-12 DOI: 10.4018/joeuc.323187
Zhaoyang Meng, Mengyi Lin
Consumers' online stickiness and repurchase intention are important issues in the marketing of the global live streaming industry, but there is no clear consensus on its influencing mechanism. Based on the theoretical framework of stimulus-organism-response (SOR), this study validates the research model and hypotheses through structural equation modeling (SEM). The model of influencing factors of live streamers' characteristics (professionality, credibility, attractiveness, and interactivity) and perceived value of live streaming platforms has been established to testify how they influence the online satisfaction and online trust of global consumers, which further has impact on online stickiness and eventually on repurchase intention. Online trust and online stickiness have a significant impact on consumers' continuous purchase. Among them, the interactivity of live streamers significantly affects online trust, and the perceived context value of live streaming platforms significantly affects online satisfaction.
消费者的网络粘性和再购买意愿是全球直播行业营销中的重要问题,但其影响机制尚无明确共识。本研究基于刺激-有机体-反应(SOR)的理论框架,通过结构方程模型(SEM)对研究模型和假设进行验证。建立直播者特征(专业性、可信度、吸引力、互动性)和直播平台感知价值的影响因素模型,证明其如何影响全球消费者的网络满意度和网络信任,进而影响网络粘性,最终影响再购买意愿。网络信任和网络粘性对消费者的持续购买有显著影响。其中,直播者的互动性显著影响网络信任,直播平台感知情境价值显著影响网络满意度。
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引用次数: 1
期刊
Journal of Organizational and End User Computing
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