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Multi-product supply quantity optimization method based on crowdfunding platform

An optimization method, multi-product technology, applied in the field of machine learning and portfolio optimization, which can solve the problems of undiscovered crowdfunding platform, optimization of product supply quantity, etc.

Inactive Publication Date: 2017-08-22
UNIV OF SCI & TECH OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the current research work and patents, there is no research on the optimization of product supply quantity on crowdfunding platforms from a data-driven perspective.

Method used

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  • Multi-product supply quantity optimization method based on crowdfunding platform
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  • Multi-product supply quantity optimization method based on crowdfunding platform

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Embodiment Construction

[0044] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. 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.

[0045] An embodiment of the present invention provides a multi-product supply quantity optimization method based on a crowdfunding platform. First, the features of the project are extracted, and by crawling the data of the crowdfunding platform and storing it in the database, the project is divided into released projects and unreleased projects; secondly, the products of the released projects are divided into multiple tasks according to the correspo...

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Abstract

The invention discloses a multi-product supply quantity optimization method based on a crowdfunding platform. The method performs multi-task learning based on relevant information of released projects, and considers the correlation between different products and even different projects, so as to improve the accuracy of prediction results There is a certain improvement, and the supply quantity of each product can be accurately estimated.

Description

technical field [0001] The invention relates to the fields of machine learning and investment portfolio optimization, in particular to a crowdfunding platform-based multi-product supply quantity optimization method. Background technique [0002] Crowdfunding websites provide a convenient platform for people with ideas and creativity in different fields (such as technology, film, art) to help them raise sufficient funds. Project sponsors show their ideas and dreams by posting related texts, pictures, videos, etc. on the website. Before launching the project, the sponsors need to design different rewards, even designing each reward (products) without experience. ) supply quantity. Investors can obtain corresponding returns by investing in corresponding products. [0003] In the current research work and patents, there is no research on the optimization of product supply quantity on crowdfunding platforms from a data-driven perspective. Contents of the invention [0004] T...

Claims

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Application Information

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IPC IPC(8): G06Q30/02
CPCG06Q30/0202G06Q30/0279
Inventor 刘淇陈恩红王桂凤赵洪科徐童
Owner UNIV OF SCI & TECH OF CHINA