紧急情况下提高智能联络中心应变能力的三方进化博弈分析

IF 2.9 4区 综合性期刊 Q1 Multidisciplinary
Junxiang Li, Xiaran Gao, Yining Zheng
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引用次数: 0

摘要

频繁的突发事件导致客户服务联络中心人满为患,进而引发系统崩溃。因此,提高这些联络中心恢复能力的重要性日益突出。这一过程既是长期的,也是动态的。为了更好地理解利益相关者之间的利益冲突,鼓励联络中心部门和客户积极参与,我们开发了一个三方进化博弈模型。该模型旨在研究企业、联络中心部门和客户之间的互动行为,找出提高呼叫中心应变能力的具体条件和影响因素。研究结果表明1) 三方策略的平衡受企业支持、补贴、惩罚和利益相关者行为的影响。2) 企业实施的惩罚程度以及企业和客户的初始意愿会对呼叫中心部门的行为产生重大影响。3) 企业的补贴会影响客户的决策。因此,我们的研究详细解释了不同利益相关者在不同参数调整下的决策选择。此外,我们还提出了减轻这些影响的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Tripartite Evolutionary Game Analysis on the Resilience Improvement of Intelligent Contact Centers under Emergencies

Tripartite Evolutionary Game Analysis on the Resilience Improvement of Intelligent Contact Centers under Emergencies

The frequent emergencies have caused customer service contact centers to become overcrowded, leading to system crashes. Therefore, the importance of improving the resilience of these contact centers is gaining prominence. This process is both long-term and dynamic. To better understand the conflicts of interest among stakeholders and encourage active participation from contact center departments and customers, we developed a tripartite evolutionary game model. This model aims to investigate the interaction behavior between enterprises, contact center departments, and customers, identifying the specific conditions and influencing factors for improving call center resilience. The study reveals that: 1) The balance of strategies among all three parties is influenced by enterprise support, subsidies, penalties, and stakeholder behaviors. 2) The punishment level enforced by the enterprise and the initial willingness of the enterprise and customer significantly affect the behavior of the contact center department. 3) Subsidies from enterprises can impact customers decisions. Hence, our research provides a detailed explanation of the decision-making choices made by different stakeholders under varied parameter adjustments. Furthermore, we have proposed suggestions to mitigate these impacts.

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来源期刊
Arabian Journal for Science and Engineering
Arabian Journal for Science and Engineering 综合性期刊-综合性期刊
CiteScore
5.20
自引率
3.40%
发文量
0
审稿时长
4.3 months
期刊介绍: King Fahd University of Petroleum & Minerals (KFUPM) partnered with Springer to publish the Arabian Journal for Science and Engineering (AJSE). AJSE, which has been published by KFUPM since 1975, is a recognized national, regional and international journal that provides a great opportunity for the dissemination of research advances from the Kingdom of Saudi Arabia, MENA and the world.
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