Investor preference-based investment product combination recommendation method and system

A product combination and recommendation method technology, applied in data processing applications, finance, instruments, etc., can solve the problems of inability to accurately know the transaction status, increase the error rate of the investment product portfolio transaction plan, and not apply to specific scenarios of matching transactions. The effect of ensuring the authenticity of information

Pending Publication Date: 2021-05-28
SHANDONG UNIV
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  • Claims
  • Application Information

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Problems solved by technology

[0005] On the other hand, most of the current recommendation methods are suitable for the recommendation of a single investment product. For the paired trading model, for a portfolio composed of two investment products, since the portfolio is bound with two investment products, it is necessary to consider the difference between the two investment products. The degree of correlation between them and the changes in the characteristics of the combination of the two after the transaction, while the current method of recommending a single product is not suitable for the specific scenario of the paired transaction; and the transaction information of a single investment product is isolated, and ordinary users cannot compare various investment products horizontally and comprehensively. It is impossible to accurately know the transaction situation after the combination, which increases the error rate of the investment product portfolio transaction plan;

Method used

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  • Investor preference-based investment product combination recommendation method and system
  • Investor preference-based investment product combination recommendation method and system
  • Investor preference-based investment product combination recommendation method and system

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Experimental program
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Embodiment 1

[0039] Such as figure 1 As shown, this embodiment provides a method for recommending investment product portfolios based on investor preferences, including:

[0040] S1: Receive investors' preferences for investment product transaction characteristics, and construct a preference matrix;

[0041] S2: Analyze the transaction intention instruction according to the preset security analysis rules, and retrieve candidate investment products from the investment product position table according to the analyzed transaction intention instruction and preference matrix;

[0042] S3: Obtain the transaction characteristics of a single candidate investment product, take any two candidate investment products as the investment product portfolio, and obtain the correlation between the two candidate investment products in the investment product portfolio according to the transaction characteristics;

[0043] S4: Screen the investment product portfolio according to the correlation, and determine...

Embodiment 2

[0085] This embodiment provides a device for recommending investment product portfolios based on investor preferences, including:

[0086] The preference matrix construction module is configured to receive the investor's preference for investment product transaction characteristics, and construct a preference matrix;

[0087] The calling module is configured to analyze the transaction intention instruction according to the preset security analysis rules, and retrieve candidate investment products from the investment product position table according to the analyzed transaction intention instruction and preference matrix;

[0088] The correlation calculation module is configured to obtain the transaction characteristics of a single candidate investment product, take any two candidate investment products as the investment product portfolio, and obtain the correlation degree of the two candidate investment products in the investment product portfolio according to the transaction ch...

Embodiment 3

[0093] In this embodiment, an investment product combination recommendation system based on investor preference is provided, including: a server and a terminal; the server is used to receive the investor's preference degree and transaction intention instruction for investment product transaction characteristics sent by the terminal, And use the method described in the first aspect to obtain the optimal investment product portfolio, and push the optimal investment product portfolio to the terminal.

[0094]The investment product portfolio recommendation method based on investor preference provided in this embodiment can be applied to such as figure 2 In the recommended system application environment shown, the server and the terminal communicate through the network to form an intelligent interactive system.

[0095] In this embodiment, the terminal device 100 can be, but not limited to, electronic devices such as personal computers, notebook computers, smart phones, tablet com...

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Abstract

The invention discloses an investor preference-based investment product combination recommendation method and system; the method comprises the steps: carrying out the analysis of a transaction intention instruction according to a preset safety analysis rule, and calling candidate investment products from an investment product position table according to the analyzed transaction intention instruction and a preference matrix; obtaining the transaction characteristics of a single candidate investment product, taking any two candidate investment products as an investment product combination, and obtaining the relevancy of the two candidate investment products in the investment product combination according to the transaction characteristics; screening the investment product combinations according to the relevancy, and determining a pairing transaction feature matrix of the candidate investment product combinations according to transaction features of single candidate investment products in the obtained candidate investment product combinations; and screening an optimal investment product combination from the candidate investment product combinations according to a comparison result of the pairing transaction feature matrix and the preference matrix. According to the method, reasonable and effective investment suggestions are obtained by considering the preference degree of investors on investment elements.

Description

technical field [0001] The invention relates to the technical field of online product recommendation, in particular to a method and system for recommending investment product portfolios based on investor preferences. Background technique [0002] The statements in this section merely provide background information related to the present invention and do not necessarily constitute prior art. [0003] Pair trading means that investors monitor a pair of risky assets with similar historical data performance at the same time, and when there is a certain difference in price, short the one with the higher price and buy the other with the lower price at the same time, so as to build a position to form a trading portfolio. [0004] Today's financial market is rich in products. The stock market alone includes a series of financial products such as stocks, funds, and options. This makes investors have a variety of choices when investing. How to choose products for the optimal investmen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q40/06
CPCG06Q40/06
Inventor 吴臻刘如一王光臣黄宗媛张德涛
Owner SHANDONG UNIV
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