IP Library Granted Patent US 11,922,309
Granted Patent B2
US 11,922,309 · App. 17/894,465 · Granted Mar 5, 2024

Apparatus and methods for status management of immutable sequential listing records for postings

Inventor: Arran Stewart (Austin, TX)
G06N3/08H04L9/0643H04L9/3247
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Quick Facts
Patent No.
US 11,922,309
App. No.
17/894,465
Granted
Mar 5, 2024
Kind
B2
Abstract

An apparatus for status management of immutable sequential listing records for postings is provided. Apparatus may include at least a processor and a memory communicatively connected to the processor. The memory may contain instructions configuring the at least a processor to receive a posting wherein the posting is stored on an immutable sequential listing and includes a description. The processor generates a status score for the posting as a function of activities related to the posting, wherein generating the status score for the posting includes training a machine learning model using training data. The machine learning model receives at least activities related to the posting as input and outputs the status score. The processor compares the status score to a threshold value and updates the description of the posting on the immutable sequential listing as a function of the comparison between the status score and the threshold value.

Claims (48)

1. An apparatus for status management of immutable sequential listing records for postings, the apparatus comprising:

at least a processor communicatively connected to a user device; and

a memory communicatively connected to the processor, the memory containing instructions configuring the at least a processor to:

receive a posting that comprises a description;

store the posting on an immutable sequential listing;

generate a status score for the posting as a function of activities, wherein generating the status score for the posting comprises:

training a machine-learning model using training data, wherein the training data includes activities inputs and corresponding status scores outputs; and

generating the status score using the machine-learning model;

compare the status score to a threshold value; and

update the description of the posting on the immutable sequential listing as a function of the comparison between the status score and the threshold value.

2. The apparatus of claim 1 , wherein:

the description comprises a designation that identifies whether the posting comprises a temporary designation or a permanent designation; and

updating the description comprises changing the designation of the posting.

3. The apparatus of claim 2 , wherein:

the threshold value comprises a first threshold and a second threshold;

the description is updated from the temporary designation to the permanent designation if the status score exceeds the first threshold; and

the description is updated from the permanent designation to the temporary designation if the status score is lower than the second threshold.

4. The apparatus of claim 1 , wherein the status score comprises a qualitative score associated with a likelihood of a user being hired for the posting.

5. The apparatus of claim 1 , wherein the activities comprise a qualitative value representing an amount of users applying to the posting.

6. The apparatus of claim 1 , wherein the activities include a duration that a posting has been stored on an immutable sequential listing.

7. The apparatus of claim 1 , wherein comparing the status score and the threshold value comprises determining if a value of the status score exceeds the threshold value.

8. The apparatus of claim 1 , wherein the activities comprise at least a compatibility score of a user who applied to the posting.

9. The apparatus of claim 8 , wherein the processor is configured to determine the compatibility score as a function of user information and the description of the posting.

10. The apparatus of claim 1 , wherein the activities comprise an amount of views of the posting by one or more users.

11. The apparatus of claim 1 , wherein:

the description includes criteria; and

updating the description comprises changing the criteria of the posting.

12. A method for status management of immutable sequential listing records for postings, the method comprising:

receiving, by a processor, a posting that comprises a description,

storing, by the processor, the post on an immutable sequential listing;

generating, by the processor, a status score for the posting as a function of activities, wherein generating the status score for the posting comprises:

training a machine-learning model using training data, wherein the training data includes activities related to a plurality of postings and corresponding status scores; and

generating the status score using the machine-learning model, wherein the machine learning model receives at least the activities related to the posting as input and outputs the status score;

comparing, by the processor, the status score to a threshold value; and

updating, by the processor, the description of the posting on the immutable sequential listing as a function of the comparison between the status score and the threshold value.

13. The method of claim 12 , wherein:

the description comprises a designation that identifies whether the posting comprises a temporary designation or a permanent designation; and

updating the description comprises changing the designation of the posting.

14. The method of claim 12 , wherein:

the threshold value comprises a first threshold and a second threshold;

the description is updated from the temporary designation to the permanent designation if the status score exceeds the first threshold; and

the description is updated from the permanent designation to the temporary designation if the status score is lower than the second threshold.

15. The method of claim 12 , wherein the status score comprises a qualitative score associated with a likelihood of a user being hired for the posting.

16. The method of claim 12 , wherein the activities comprise a qualitative value representing an amount of users applying to the posting.

17. The method of claim 12 , wherein the activities include a duration that a posting has been stored on an immutable sequential listing.

18. The method of claim 12 , wherein comparing the status score and the threshold value comprises determining if a value of the status score exceeds the threshold value.

19. The method of claim 12 , wherein the activities comprise at least a compatibility score of a user who applied to the posting.

20. The method of claim 19 , further comprising determining, by the processor, the compatibility score as a function of user information and the description of the posting.

Assignments (4)
CHANGE OF NAME Recorded May 20, 2026
From: JOBS ACQUISITION CO., LLC
To: JOB.COM LLC
Reel/Frame 075585/0715 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 20, 2026
From: MY JOB MATCHER, INC.
To: JOBS ACQUISITION CO., LLC
Reel/Frame 075586/0117 →
RELEASE OF SECURITY INTEREST Recorded May 19, 2026
From: LILY GRACE INVESTMENTS PTY LTD.
To: MY JOB MATCHER, INC.
Reel/Frame 075719/0236 →
SECURITY INTEREST Recorded May 20, 2025
From: MY JOB MATCHER, INC.; MJM TECH LIMITED
To: LILY GRACE INVESTMENTS PTY LTD
Reel/Frame 071336/0662 →
Continuity (2)
Continuation 17690546 · Mar 9, 2022
Related Publication 20230289589A1 · Sep 14, 2023