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A Competitiveness-Driven Data Sharing Incentive Method

A technology of data sharing and competitiveness, applied in data processing applications, instruments, calculations, etc., can solve problems such as non-competitive relationship organizations, and achieve the effect of eliminating competitiveness concerns, improving strength, and improving service quality

Inactive Publication Date: 2021-06-25
SHANDONG NORMAL UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In cooperative data collection, data demanders and data holders have a strong cooperative relationship, and this method of data sharing does not conform to the characteristics of organizations with competitive relationships

Method used

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  • A Competitiveness-Driven Data Sharing Incentive Method
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  • A Competitiveness-Driven Data Sharing Incentive Method

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Embodiment Construction

[0050] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments.

[0051] It should be pointed out that the following detailed description is exemplary and intended to provide further explanation to the present application. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs.

[0052]It should be noted that the terminology used here is only for describing specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural, and it should also be understood that when the terms "comprising" and / or "comprising" are used in this specification, they mean There are features, steps, operations, means, components and / or co...

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Abstract

The invention discloses a competitiveness-driven data sharing incentive method, which includes the following steps: 1) mapping the relationship between the data demander and the data sharer into a data transaction relationship, introducing competitiveness as a parameter of the data sharing transaction, and Build a data sharing network on this basis; 2) Construct a Steinberg-based two-stage game model according to the data sharing network; 3) Construct a data demander utility function and a data sharer utility function according to the two-stage Steinberg game model; 4 ) to solve the Nash equilibrium of the Steinberg game model, and use the Nash equilibrium as a parameter for data sharing to achieve a win-win situation for data demanders and data sharers. The present invention enables data sharing participants to obtain maximum utility under selfish behavior, eliminates data holders' competitiveness concerns, and encourages them to participate in data sharing, thereby benefiting from data sharing and achieving the goals of data holders and data demanders. Win-win.

Description

technical field [0001] The invention relates to the technical field of incentive mechanisms for data sharing, in particular to a competitiveness-driven data sharing incentive method between organizations with competitive relationships. Background technique [0002] With the advent of the era of big data and artificial intelligence, data-based algorithms and technologies have flourished, giving birth to many data-driven services, such as recommendation services, speech recognition, image recognition, etc., which have profoundly influenced and changed the world. all aspects of economic and social life. These intelligent services are provided by organizations through data collection and analysis, and their service quality depends on a large amount of high-quality data. However, in reality, not every organization can master a large amount of data. On the contrary, a single organization has limited data, and more data is obtained through collection and sharing, thereby providing...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06
CPCG06Q10/0639
Inventor 郭秉义邓小芳田杰
Owner SHANDONG NORMAL UNIV