Project scoring method and system based on big data and readable storage medium
A big data and project technology, applied in data processing applications, character and pattern recognition, biological neural network models, etc., can solve the problems affecting the scoring and sorting of multiple projects, mismatching preferential policies, and high labor costs, and achieve scoring efficiency. And the effect of high accuracy, saving labor costs, and easy sorting
Pending Publication Date: 2022-01-21
GUANGDONG R&D CENT FOR TECHNOLOGICAL ECONOMY
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Problems solved by technology
In the traditional scoring mechanism, the expert committee needs to score the declared projects one by one. Once there are many declared projects, the labor cost needs to be invested. At the same time, it is affected by human subjective factors, resulting in large scoring errors, and due to The traditional scoring mechanism is that the expert committee independently scores each project, and there is no reference scoring between projects, which may lead to large scoring errors between multiple projects and affect the quality of multiple projects. Ranking of scores, which leads to mismatching of preferential policies
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[0071] In order to understand the above-mentioned purpose, features and advantages of the present invention more clearly, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be noted that, in the case of no conflict, the embodiments of the present application and the features in the embodiments can be combined with each other.
[0072] In the following description, many specific details are set forth in order to fully understand the present invention. However, the present invention can also be implemented in other ways different from those described here. Therefore, the protection scope of the present invention is not limited by the specific details disclosed below. EXAMPLE LIMITATIONS.
[0073] figure 1 A flow chart showing a big data-based item scoring method of the present invention is shown.
[0074] Such as figure 1 As shown, the first aspect of the present invention proposes ...
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The invention provides a project scoring method and system based on big data and a readable storage medium. The method comprises the following steps: receiving a plurality of declaration projects through a project declaration window; extracting corresponding key factors from each declaration project, wherein the key factors at least comprise project names and project declaration companies; based on the key factors, performing correlation search analysis through a big data platform, obtaining corresponding extension factors, where the extension factors at least comprise the technical field to which the project declaration company belongs and a main product; based on the key factors and the extension factors, classifying a plurality of declaration items through a preset neural network classification model to obtain a plurality of types of declaration items; and for the declaration items of each category, scoring through a preset scoring algorithm, and sorting according to scores. According to the invention, the scoring error among the items can be reduced, and the scoring accuracy is improved.
Description
technical field [0001] The present invention relates to the technical field of intelligent scoring, in particular to a big data-based project scoring method, system and readable storage medium. Background technique [0002] Project declaration refers to a series of preferential policies made by government agencies for enterprises or other research units. Enterprises or related research units then prepare application documents according to government policies and then apply according to relevant application requirements and procedures. [0003] At present, more and more companies apply for projects every year. However, due to the limited preferential policies, it is impossible to open preferential policies to all companies that declare projects. It is necessary to select high-quality projects from the declared projects according to the scoring mechanism. , and open preferential policies for enterprises with high-quality projects. In the traditional scoring mechanism, the exp...
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IPC IPC(8): G06Q10/06G06Q10/10G06Q50/26G06K9/62G06N3/04
CPCG06Q10/06393G06Q10/103G06Q50/26G06N3/04G06F18/24Y02P90/30
Inventor魏亚运张祥宇黄静
OwnerGUANGDONG R&D CENT FOR TECHNOLOGICAL ECONOMY