US 2024/0257255 A1Published application

Systems and methods for predicting cryptographic asset distributions

AssigneeCoinbase, Inc.

InventorsRajarshi GUPTA, Bhaskar KRISHNAMACHARI

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Abstract

Methods and systems are described herein for predicting cryptographic asset distributions for a future period of time using artificial intelligence and/or machine learning (AI/ML) models. A system may receive a first dataset comprising time-series data over a past period of time. The cryptographic asset may be used to secure a blockchain. The system may determine, using AI/ML models with the first dataset, a prediction of the cryptographic asset distributions for the future period of time, wherein a cryptographic asset distribution occurs in response to a respective cryptographic asset being used to secure a respective blockchain. The system may also determine characteristics about a user and generate a recommendation to secure the blockchain based on the prediction and the one or more characteristics about the user.

Claims20

Dependent claims

A system for predicting cryptographic asset distributions for a future period of time using one or more artificial intelligence models, the system comprising:

one or more processors;
and
a non-transitory, computer-readable storage medium storing instructions that when executed by the one or more processors cause the one or more processors to perform operations comprising:
receiving a first dataset comprising time-series data over a past period of time corresponding to a first cryptographic asset, wherein the first cryptographic asset is used to secure a first blockchain;
determining, using the one or more artificial intelligence models with the first dataset, a prediction of the cryptographic asset distributions for the future period of time wherein a cryptographic asset distribution occurs in response to a respective cryptographic asset being used to secure a respective blockchain;
determining one or more characteristics about a user with one or more cryptographic asset;
generating a recommendation to secure the first blockchain using the first cryptographic asset, wherein the recommendation is based on the prediction of the cryptographic asset distributions for the future period of time and the one or more characteristics about the user;
and
causing display of the recommendation to secure the first blockchain using the first cryptographic asset.

6 more elements

A method for predicting cryptographic asset distributions for a future period of time using one or more artificial intelligence models, the method comprising:

receiving a first dataset comprising time-series data over a past period of time corresponding to a first cryptographic asset, wherein the first cryptographic asset is used to secure a first blockchain;
determining, using the one or more artificial intelligence models with the first dataset, a prediction of the cryptographic asset distributions for the future period of time, wherein a cryptographic asset distribution occurs in response to a respective cryptographic asset being used to secure a respective blockchain;
determining one or more characteristics about a user with one or more cryptographic assets;
generating a first recommendation to secure the first blockchain using the first cryptographic asset, wherein the first recommendation is based on the prediction of the cryptographic asset distributions for the future period of time and the one or more characteristics about the user;
and
causing display of the first recommendation to secure the first blockchain using the first cryptographic asset.

3 more elements

A non-transitory computer readable media, comprising instructions that, when executed by one or more processors, cause operations comprising:

receiving a first dataset comprising time-series data over a past period of time corresponding to a first cryptographic asset, wherein the first cryptographic asset is used to secure a first blockchain;
determining, using one or more artificial intelligence models with the first dataset, a prediction of cryptographic asset distributions for a future period of time, wherein a cryptographic asset distribution occurs in response to a respective cryptographic asset being used to secure a respective blockchain;
determining one or more characteristics about a user with one or more cryptographic assets;
generating a first recommendation to secure the first blockchain using the first cryptographic asset, wherein the first recommendation is based on the prediction of the cryptographic asset distributions for the future period of time and the one or more characteristics about the user;
and
causing display of the first recommendation to secure the first blockchain using the first cryptographic asset.

3 more elements

Dependencies are inferred from the claim text.