Systems and methods to determine tax classification of benefits offered to subscribers of a membership platform
Abstract
Systems and methods are provided for determining tax classification of benefits offered to subscribers of a membership platform. Exemplary implementations may: obtain benefit information for content creators of a membership platform, the benefit information including descriptions of benefit items offered by the content creators to subscribers of the membership platform in exchange for consideration; obtain classification information, the classification information associating benefit type of individual benefit items with individual tax classifications; classify the individual benefit items with the individual tax classifications based on the benefit type of the individual benefit items and the classification information; execute transactions for accepted ones of the offerings based on the individual tax classifications of the individual benefit items, wherein the transactions are based on transaction amounts comprising sale amounts and added tax amounts determined based on the individual tax classifications; and/or other operations.
Claims
exact text as granted — not AI-modifiedWhat is claimed is:
1 . A system configured to determine tax classification of benefits obtained by consumers through an online membership platform, the system comprising:
one or more physical processors configured by machine-readable instructions to:
obtain benefit information describing benefit items obtained by consumers through an online membership platform, the online membership platform hosting the content creators of the benefit items, the benefit items being classified by benefit types, the benefit types including an original digital good type, a physical good type, and donation type; and
classify individual benefit items with individual tax classifications by:
training a machine learning model based on a set of input/output training information pairs to generate a trained machine learning model, first input training information in a first input/output training information pair comprising a first description of a first benefit item, and first output training information in the first input/output training information pair comprising an indication of a first benefit type of the first benefit item and a first tax classification of the first benefit item;
determining, using the trained machine learning model, individual benefit types of the individual benefit items; and
classifying, using the trained machine learning model, the individual benefit items with the individual tax classifications.
2 . The system of claim 1 , wherein the content creators offer subscribership to the consumers through the online membership platform, and wherein the consumers who are subscribers to the content creators receive the benefit items in accordance with the subscribership to the content creators.
3 . The system of claim 1 , wherein the benefit information describes the benefit items in an unstructured data format, and wherein the one or more physical processors are further configured by the machine-readable instructions to:
identify the benefit items from the benefit information using an unsupervised machine learning model.
4 . The system of claim 1 , wherein the one or more physical processors are further configured by the machine-readable instructions to:
effectuate presentation of a user interface on computing platforms of the content creators, the user interface being configured to obtain entry and/or selection of identification of the individual benefit items.
5 . The system of claim 1 , wherein the one or more physical processors are further configured by the machine-readable instructions to:
effectuate presentation of a user interface on computing platforms of the content creators, the user interface being configured to obtain entry and/or selection of the individual benefit types of the individual benefit items.
6 . The system of claim 1 , wherein the one or more physical processors are further configured by the machine-readable instructions to facilitate execution of transactions for the benefit items based on the individual tax classifications of the individual benefit items, wherein the transactions are based on transaction amounts comprising added tax amounts determined based on the individual tax classifications.
7 . The system of claim 6 , wherein the one or more physical processors are further configured by the machine-readable instructions to:
obtain purchase information conveying the acceptance of the benefit items by the consumers; and determine the added tax amounts based on the individual tax classifications.
8 . The system of claim 7 , wherein facilitating execution of the transactions includes:
effectuating presentation of a user interface on computing platforms of the consumers, the user interface displaying the transaction amounts to the subscribers and being configured to obtain entry and/or selection of acceptance of the transaction amounts.
9 . The system of claim 8 , wherein facilitating execution of the transactions further includes:
responsive to obtaining the entry and/or selection of the acceptance of the transaction amounts:
collect the transaction amounts; and
remit the added tax amounts to an appropriate tax collection entity.
10 . The system of claim 6 , wherein the added tax amounts are a value-added tax.
11 . A computer-implemented method to determine tax classification of benefits obtained by consumer through an online membership platform, the method being implemented in a computer system comprising one or more physical processors configured to execute machine-readable instructions, such that execution of the machine-readable instructions causes the computer system to perform the method comprising:
obtaining benefit information describing benefit items obtained by consumers through an online membership platform, the online membership platform hosting the content creators of the benefit items, the benefit items being classified by benefit types, the benefit types including an original digital good type, a physical good type, and donation type; and classifying individual benefit items with individual tax classifications by:
training a machine learning model based on a set of input/output training information pairs to generate a trained machine learning model, first input training information in a first input/output training information pair comprising a first description of a first benefit item, and first output training information in the first input/output training information pair comprising an indication of a first benefit type of the first benefit item and a first tax classification of the first benefit item;
determining, using the trained machine learning model, individual benefit types of the individual benefit items; and
classifying, using the trained machine learning model, the individual benefit items with the individual tax classifications.
12 . The method of claim 11 , wherein the content creators offer subscribership to the consumers through the online membership platform, and wherein the consumers who are subscribers to the content creators receive the benefit items in accordance with the subscribership to the content creators.
13 . The method of claim 11 , wherein the benefit information describes the benefit items in an unstructured data format, and wherein the method further comprises:
identifying the benefit items from the benefit information using an unsupervised machine learning model.
14 . The method of claim 11 , further comprising effectuating presentation of a user interface on computing platforms of the content creators, the user interface being configured to obtain entry and/or selection of identification of the individual benefit items.
15 . The method of claim 11 , further comprising effectuating presentation of a user interface on computing platforms of the content creators, the user interface being configured to obtain entry and/or selection of the individual benefit types of the individual benefit items.
16 . The method of claim 11 , further comprising facilitating execution of transactions for the benefit items based on the individual tax classifications of the individual benefit items, wherein the transactions are based on transaction amounts comprising added tax amounts determined based on the individual tax classifications.
17 . The method of claim 16 , further comprising:
obtaining purchase information conveying the acceptance of the benefit items by the consumers; and determining the added tax amounts based on the individual tax classifications.
18 . The method of claim 17 , wherein the facilitating execution of the transactions includes:
effectuating presentation of a user interface on computing platforms of the consumers, the user interface displaying the transaction amounts to the subscribers and being configured to obtain entry and/or selection of acceptance of the transaction amounts.
19 . The method of claim 18 , wherein the facilitating execution of the transactions further includes:
responsive to obtaining the entry and/or selection of the acceptance of the transaction amounts:
collecting the transaction amounts; and
remitting the added tax amounts to an appropriate tax collection entity.
20 . The method of claim 16 , wherein the added tax amounts are a value-added tax.Join the waitlist — get patent alerts
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