Machine learning algorithm-based resource allocation method
A technology of resource allocation and machine learning, applied in the field of artificial intelligence, can solve problems such as waste of resources, and achieve the effect of improving accuracy and high responsiveness
Active Publication Date: 2020-02-07
深圳市立信创源科技有限公司
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Problems solved by technology
[0005] Based on this, it is necessary to provide a resource allocation method based on machine learning algorithms to solve the resource waste problem of resource allocators.
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[0046] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0047]The resource allocation method provided in this embodiment can be applied in a resource allocation system, and the resource allocation system includes a resource allocation terminal and a user terminal as a resource recipient. The resource allocation terminal may be an electronic device with a data processing function such as a smart ph...
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The invention relates to a resource allocation method based on a machine learning algorithm. The resource allocation terminal receives a resource acquisition request sent by the user terminal, whereinthe resource acquisition request carries a user identifier; the resource allocation terminal determines a first user type of the user according to the user identifier, learns the historical resourceallocation data and the first user type by adopting a machine learning algorithm, and determines a current resource allocation parameter of the user, wherein the first user type comprises a first access user or a non-first access user; and the resource allocation terminal acquires the target resource from a preset resource pool according to the resource allocation parameter, and allocates the target resource to the user terminal. In the resource allocation process, the resources in the resource pool are prevented from being randomly allocated to the user terminal, so that the accuracy of resource allocation in the resource pool is improved, and the user terminal has high responsiveness to the allocation strategy of the resource allocator.
Description
technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a resource allocation method based on a machine learning algorithm. Background technique [0002] Resources, including virtual items and physical items, virtual items such as account values, points or electronic vouchers, etc. The owner of the resources can share the resources through the social network, and the users who share the resources can obtain the shared resources only through a simple trigger operation. For example, the numerical resources in the virtual red envelope can be obtained by clicking on the virtual red envelope, or the corresponding numerical resources can be obtained by scanning the QR code of the numerical resource carrying the virtual red envelope through the terminal. [0003] When allocating resources in the traditional technology, the resource allocator uses a corresponding network terminal to establish a resource pool, and configures t...
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IPC IPC(8): G06Q30/02G06Q20/06G06N3/00
CPCG06Q20/065G06Q30/0224G06Q30/0213G06N3/006
Inventor 黄云飞庄炜
Owner 深圳市立信创源科技有限公司