Systems and Methods for Assessing Content Similarity in NFT-Directed Environments

1 . A method for assessing content similarity comprising:

receiving a record associated with a first content element, wherein the first content element is associated with an exclusion distance,

wherein the record comprises a first content description and a license indicator, and

wherein the first content description comprises a type indicator for the first content element and a first quantifier of the first content element; receiving a second content element;

generating a second content description from the second content element, wherein a type indicator for the second content element and a second quantifier of the second content element;

deriving a comparison distance between the first quantifier and the second quantifier; and

when the exclusion distance of the first content element exceeds the comparison distance, taking a remedial action for infringement.

2 . The method of claim 1 , wherein the remedial action is at least one of requiring a license to be created, blocking generation of a token from the second content element, updating a record for the second content element, limiting access to the second content element, initiating a review of the first and second content elements by an administrator, and allowing generation of a token from the second content element with an indication of the infringement.

3 . The method of claim 1 , wherein a quantifier is at least one of a vector representation of a content element and a string.

4 . The method of claim 1 , wherein the license indicator comprises terms associated with using the first content element.

5 . The method of claim 1 , type indicators correspond to classifications related to at least one of audio data, visual data and executable data.

6 . The method of claim 1 , wherein a quantifier is based, at least in part, on at least one of content volume, content colors, content rate, and content functionality.

7 . The method of claim 1 , wherein both the comparison distance and the exclusion distance of the first content element are at least one of a vector distance and a Hamming distance.

8 . The method of claim 1 , wherein the exclusion distance of the first content element is at least one of a value preset by an entity associated with the first content element and a value stored in the record.

9 . The method of claim 2 , wherein the remedial action is determined in an automated process.

10 . The method of claim 1 , further comprising: when the exclusion distance of the first content element does not exceed the comparison distance, associating the second content element with at least one of:

a verification that a license is not required; and

a second exclusion distance.

11 . A non-transitory computer-readable medium storing instructions that, when executed by a processor, are configured to cause the processor to perform operations for assessing content similarity, the operations comprising:

receiving a record associated with a first content element, wherein the first content element is associated with an exclusion distance,

wherein the record comprises a first content description and a license indicator, and

wherein the first content description comprises a type indicator for the first content element and a first quantifier of the first content element;

receiving a second content element;

generating a second content description from the second content element, wherein a type indicator for the second content element and a second quantifier of the second content element;

deriving a comparison distance between the first quantifier and the second quantifier; and

when the exclusion distance of the first content element exceeds the comparison distance, taking a remedial action for infringement.

12 . The non-transitory computer-readable medium of claim 11 , wherein the remedial action is at least one of requiring a license to be created, blocking generation of a token from the second content element, updating a record for the second content element, limiting access to the second content element, initiating a review of the first and second content elements by an administrator, and allowing generation of a token from the second content element with an indication of the infringement.

13 . The non-transitory computer-readable medium of claim 11 , wherein a quantifier is at least one of a vector representation of a content element and a string.

14 . The non-transitory computer-readable medium of claim 11 , wherein the license indicator comprises terms associated with using the first content element.

15 . The non-transitory computer-readable medium of claim 11 , type indicators correspond to classifications related to at least one of audio data, visual data and executable data.

16 . The non-transitory computer-readable medium of claim 11 , wherein a quantifier is based, at least in part, on at least one of content volume, content colors, content rate, and content functionality.

17 . The non-transitory computer-readable medium of claim 11 , wherein both the comparison distance and the exclusion distance of the first content element are at least one of a vector distance and a Hamming distance.

18 . The non-transitory computer-readable medium of claim 11 , wherein the exclusion distance of the first content element is at least one of a value preset by an entity associated with the first content element and a value stored in the record.

19 . The non-transitory computer-readable medium of claim 12 , wherein the remedial action is determined in an automated process.

20 . The non-transitory computer-readable medium of claim 11 , further comprising: when the exclusion distance of the first content element does not exceed the comparison distance, associating the second content element with at least one of:

a verification that a license is not required; and

a second exclusion distance.