Prosecution Insights
Last updated: April 19, 2026
Application No. 18/413,679

SYSTEM AND METHOD FOR MATCHING INTEGRATION PROCESS MANAGEMENT SYSTEM USERS USING DEEP LEARNING AND MATRIX FACTORIZATION

Non-Final OA §DP
Filed
Jan 16, 2024
Examiner
VU, TUAN A
Art Unit
2193
Tech Center
2100 — Computer Architecture & Software
Assignee
BOOMI, INC.
OA Round
1 (Non-Final)
73%
Grant Probability
Favorable
1-2
OA Rounds
3y 5m
To Grant
95%
With Interview

Examiner Intelligence

Grants 73% — above average
73%
Career Allow Rate
718 granted / 980 resolved
+18.3% vs TC avg
Strong +21% interview lift
Without
With
+21.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
31 currently pending
Career history
1011
Total Applications
across all art units

Statute-Specific Performance

§101
10.4%
-29.6% vs TC avg
§103
54.1%
+14.1% vs TC avg
§102
10.2%
-29.8% vs TC avg
§112
10.5%
-29.5% vs TC avg
Black line = Tech Center average estimate • Based on career data from 980 resolved cases

Office Action

§DP
DETAILED ACTION This action is responsive to the Application filed 1/16/2024. Accordingly, claims 1-20 are submitted for prosecution on merits. Double Patenting The nonstatutory double patenting rejection is based on a judicially created doctrine grounded in public policy (a policy reflected in the statute) so as to prevent the unjustified or improper timewise extension of the "right to exclude" granted by a patent and to prevent possible harassment by multiple assignees. See In re Goodman, 11 F.3d 1046, 29 USPQ2d 2010 (Fed. Cir. 1993); In re Longi, 759 F.2d 887, 225 USPQ 645 (Fed. Cir. 1985); In re Van Ornum, 686 F.2d 937, 214 USPQ 761 (CCPA 1982); In re Vogel, 422 F.2d 438, 164 USPQ 619 (CCPA 1970);and, In re Thorington, 418 F.2d 528, 163 USPQ 644 (CCPA 1969). A timely filed terminal disclaimer in compliance with 37 CFR 1.321(c) may be used to overcome an actual or provisional rejection based on a nonstatutory double patenting ground provided the conflicting application or patent is shown to be commonly owned with this application. See 37 CFR 1.130(b). Effective January 1, 1994, a registered attorney or agent of record may sign a terminal disclaimer. A terminal disclaimer signed by the assignee must fully comply with 37 CFR 3.73(b). Claims 1, 8, 15 are provisionally rejected under the judicially created doctrine of obviousness-type double patenting as being unpatentable over claims 1, 8, 15 of U.S. Patent No. 11,875,138 (hereinafter ‘138). Although the conflicting claims are not identical, they are not patentably distinct from each other because of the following observations. Following are but a few examples as to how the certain claims from the instant invention and from the above copending application are conflicting with each other. Instant claim 1 ‘138 claim 1 information handling system operating an integration process user matching system comprising: a network interface device receiving a plurality of execution logs recording data for tracking selections of integration process visual elements by a plurality of users for developing integration processes; information handling system operating an integration process user matching system comprising: a network interface device receiving a plurality of execution logs recording data for tracking selections of integration process visual elements by a plurality of users for developing integration processes; a processor generating a user/visual element interaction matrix based on a plurality of counts of integration process visual element selections for input into a trained neural network for identifying user/visual element preferences; a processor generating a user/visual element interaction matrix based on a plurality of counts of integration process visual element selections; the processor inputting the user/visual element interaction matrix into a trained neural network to generate an optimized user preference matrix the processor determining a latent feature user preference value for increasing accuracy of preferences in user feedback by incorporating negative feedback from the plurality of users for each of the plurality of integration process visual elements used in the selections of integration process visual elements based on output of the trained neural network; the processor determining a latent feature user preference value for increasing accuracy of preferences in user feedback by incorporating negative feedback from the plurality of users for each of the plurality of integration process visual elements based on the optimized user preference embedding matrix; the processor identifying a subset of matching users associated with latent feature user preference values for one of the plurality of integration process visual elements falling within a preset range of each other as matching users; the processor identifying a subset of matching users associated with latent feature user preference values for one of the plurality of integration process visual elements falling within a preset range of each other as matching users; the network interface device transmitting identification of the subset of matching users and identification of the one of the plurality of integration process visual elements to at least one matching user. the network interface device transmitting identification of the subset of matching users and identification of the one of the plurality of integration process visual elements to at least one matching user. Hence, instant claim 1 is deemed an obvious variant to ‘138 claim 1. Instant claim 8 ‘138 claim 8 A method of matching integration process users comprising: receiving, via a network interface device, a plurality of execution logs recording data for tracking selections of integration process visual elements by a plurality of users for developing integration processes; method of matching integration process users comprising: receiving, via a network interface device, a plurality of execution logs recording data for tracking selections of integration process visual elements by a plurality of users for developing integration processes generating, via a processor, a user/visual element interaction matrix based on a plurality of counts of integration process visual element selections; generating, via a processor, a user/visual element interaction matrix based on a plurality of counts of integration process visual element selections; inputting the user/visual element interaction matrix into a trained neural network to generate a neural network output used for determining a latent feature user preference value to adapt positive user feedback to incorporate negative feedback of selection or non-selection by users for the integration process visual elements; inputting the user/visual element interaction matrix into a trained neural network to generate an optimized user preference embedding matrix and determining a latent feature user preference value to adapt positive user feedback to incorporate negative feedback of selection or non-selection by users for the integration process visual elements; identifying a subset of matching users associated with latent feature user preference values for one of the plurality of integration process visual elements falling within a preset range of each other as matching users; and identifying a subset of matching users associated with latent feature user preference values for one of the plurality of integration process visual elements falling within a preset range of each other as matching users; the network interface device transmitting identification of the subset of matching users and identification of the one of the plurality of integration process visual elements to at least one matching user. and transmitting, via the network interface device, identification of the subset of matching users and identification of the one of the plurality of integration process visual elements to at least one matched user. Therefore, instant claim 8 is deemed an obvious variant to ‘138 claim 8. Instant claim 15 (system) recites the same limitations of instant claim 1; whereas ‘138 claim 15 (system) recites the same limitations of ‘138 claim 1; hence instant claim 15 is deemed obvious variant to ‘138 claim 15 for the same reason. Dependent claims 2-7, 9-14, 16-20 are therefore deemed non-patentable for being dependent upon a rejected base claim. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to Tuan A Vu whose telephone number is (571) 272-3735. The examiner can normally be reached on 8AM-4:30PM/Mon-Fri. If attempts to reach the examiner by telephone are unsuccessful, the examiner's supervisor, Chat Do can be reached on (571)272-3721. The fax phone number for the organization where this application or proceeding is assigned is (571) 273-3735 ( for non-official correspondence - please consult Examiner before using) or 571-273-8300 ( for official correspondence) or redirected to customer service at 571-272-3609. Any inquiry of a general nature or relating to the status of this application should be directed to the TC 2100 Group receptionist: 571-272-2100. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). /Tuan A Vu/ Primary Examiner, Art Unit 2193 Octobre 16, 2025
Read full office action

Prosecution Timeline

Jan 16, 2024
Application Filed
Oct 16, 2025
Non-Final Rejection — §DP (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12596557
SYSTEM AND METHOD FOR GENERATING RECOMMENDATIONS FOR DATA TAGS
2y 5m to grant Granted Apr 07, 2026
Patent 12591718
Application Development Platform, Micro-program Generation Method, and Device and Storage Medium
2y 5m to grant Granted Mar 31, 2026
Patent 12585573
ASSEMBLING LOW-CODE APPLICATIONS WITH OBSERVABILITY POLICY INJECTIONS
2y 5m to grant Granted Mar 24, 2026
Patent 12582796
METHODS, DEVICES, AND SYSTEMS FOR IMPROVED OXYGENATION PATIENT MONITORING, MIXING, AND DELIVERY
2y 5m to grant Granted Mar 24, 2026
Patent 12541384
COMPONENT TESTING FRAMEWORK
2y 5m to grant Granted Feb 03, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
73%
Grant Probability
95%
With Interview (+21.4%)
3y 5m
Median Time to Grant
Low
PTA Risk
Based on 980 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month