Data Element Sharing in Convergence Media Ecology Based on Evolutionary Game

IF 2.5 4区 综合性期刊 Q2 CHEMISTRY, MULTIDISCIPLINARY Applied Sciences-Basel Pub Date : 2023-09-07 DOI:10.3390/app131810089
Hongbin Hu, Yongbin Wang, Guohui Song, Weijian Fan, Chenming Liu
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Abstract

As a new factor of production, data element has profoundly changed our mode of production, lifestyle and social governance style. The sharing of a data element in the convergence media ecology can greatly improve the circulation of a data element and enhance the value of a data element; however, it may face problems such as insufficient sharing willingness, incomplete sharing circulation mechanism and inadequate implementation of the incentive mechanism. To solve these problems, this paper introduced the evolutionary game theory in the convergence media ecology and established the data-sharing model according to the characteristics of nodes. We analyzed the ecological node evolution path, evolutionary stable strategy and the corresponding state conditions in the model. Furthermore, we carried out the sampling experiment simulation, which verified the effectiveness of the research content in this paper. At the end of the article, we summarize and give some key factors to increase the willingness to participate in sharing in convergence media ecology. This paper enriched the research field of data element sharing in convergence media and explored the willingness and tendency of the participants. The research results can provide targeted suggestions for promoting the sharing of data elements in convergence media ecology.
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基于进化博弈的融合媒体生态中的数据元素共享
数据元素作为一种新型的生产要素,深刻地改变了我们的生产方式、生活方式和社会治理方式。融合媒体生态中数据元素的共享,可以极大地改善数据元素的流通,提升数据元素的价值;但也面临着共享意愿不足、共享循环机制不完善、激励机制落实不到位等问题。针对这些问题,本文引入融合媒体生态中的进化博弈论,根据节点的特点建立数据共享模型。分析了模型中生态节点的演化路径、演化稳定策略以及相应的状态条件。并进行了抽样实验仿真,验证了本文研究内容的有效性。在文章的最后,我们总结并给出了在融合媒体生态中提高分享参与意愿的关键因素。本文丰富了融合媒体中数据元素共享的研究领域,并探讨了参与者的意愿和倾向。研究结果可为促进融合媒体生态中数据要素的共享提供针对性建议。
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来源期刊
Applied Sciences-Basel
Applied Sciences-Basel CHEMISTRY, MULTIDISCIPLINARYMATERIALS SCIE-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
5.30
自引率
11.10%
发文量
10882
期刊介绍: Applied Sciences (ISSN 2076-3417) provides an advanced forum on all aspects of applied natural sciences. It publishes reviews, research papers and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files and software regarding the full details of the calculation or experimental procedure, if unable to be published in a normal way, can be deposited as supplementary electronic material.
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