Prosecution Insights
Last updated: May 29, 2026
Application No. 18/658,407

Systems And Methods For Anonymous Behavioral-Based Records Identification

Non-Final OA §102
Filed
May 08, 2024
Priority
Mar 10, 2014 — provisional 61/950,393 +3 more
Examiner
ROBINSON, GRETA LEE
Art Unit
2163
Tech Center
2100 — Computer Architecture & Software
Assignee
Freewheel Media Inc.
OA Round
3 (Non-Final)
80%
Grant Probability
Favorable
3-4
OA Rounds
11m
Est. Remaining
97%
With Interview

Examiner Intelligence

Grants 80% — above average
80%
Career Allowance Rate
787 granted / 978 resolved
+25.5% vs TC avg
Strong +17% interview lift
Without
With
+16.9%
Interview Lift
resolved cases with interview
Typical timeline
3y 0m
Avg Prosecution
19 currently pending
Career history
999
Total Applications
across all art units

Statute-Specific Performance

§101
2.3%
-37.7% vs TC avg
§103
52.6%
+12.6% vs TC avg
§102
10.9%
-29.1% vs TC avg
§112
25.2%
-14.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 978 resolved cases

Office Action

§102
DETAILED ACTION Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 18 December 2025 has been entered. Claims 1-21 are pending in the present application. Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Rejections - 35 USC § 102 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(2) the claimed invention was described in a patent issued under section 151, or in an application for patent published or deemed published under section 122(b), in which the patent or application, as the case may be, names another inventor and was effectively filed before the effective filing date of the claimed invention. Claim(s) 1, 7, 9, 15, and 21 are is/are rejected under 35 U.S.C. 102(a)(2) as being anticipated by Davis et al. US Patent Application Publication No. 2013/0133052 A1. Regarding claim 1, Davis et al. teaches, A method [note: Abstract, “determining a behavioral fingerprint associated with a network accessible user of one or more devices”] comprising: receiving one or more data records associated with a computing device [note: paragraph 0056 “received data”; also paragraph 0079; ; paragraph 0058, receive fingerprint data; paragraph 0084; paragraph 0091, device is associated with computing device ]; generating, based on the one or more data records, a behavioral fingerprint comprising information associated with the computing device; [note: paragraph 0081, behavior fingerprint associated with devices; paragraph 0093 generating a behavioral fingerprint ] determining, based on the behavioral fingerprint, identifying information of one or more users of the computing device [note: paragraph 0153, identifying information ]; and causing identifying information of the one or more users of the computing device to be associated with one or more other data records [note: figure 8 flow chart; paragraphs 0153-0154; paragraphs 0175-0177 identifying information associated with devices].. Claim 7: The method of claim 1, further comprising: receiving, from a computing device associated with a matching system, a request for the behavioral fingerprint; and sending, based on the request and to the computing device associated with the matching system, the behavioral fingerprint [note: figure 2a; paragraph 0079 receive data .]. Claim 21: A method comprising: generating, based at least in part on a first set of records, one or more behavioral fingerprints comprising information related to at least one computing device; and applying the one or more behavioral fingerprints to a second set of records to determine a match between at least in part the first set of records and at least in part the second set of records [note Abstract; figure 8 flowchart; paragraphs 0011, 0056, 0074, 0081, 0053-0054 ]. The limitations of claims 9 and 15 parallel claim 1; therefore they are rejected under the same rationale. Allowable Subject Matter Claims 2-6, 8, 10-14, and 16-20 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. Response to Arguments Applicant's arguments filed 18 November 2025 and 18 December 2025 have been fully considered but they are not persuasive. ARGUMENT: A terminal disclaimer will be filed to overcome obviousness type double patenting rejection.. RESPONSE: The submission of a terminal disclaimer overcomes the rejection. . ARGUMENT: Davis et al. does not teach receiving data records associated with a computing device, a behavioral fingerprint associated with user devices. RESPONSE: The examiner respectfully maintains the prior art rejection. The scope of Davis covers the limitations. Note, Abstract, Davis teaches “determining a behavioral fingerprint associated with a network accessible user of one or more devices.” Also note means for receiving data at paragraphs 0057-0058paragraphs 0081-0082 and 0084 behavioral fingerprints may be associated with a plurality of users including devices. Also note paragraphs 0091, 00930175-0177 identifying devices. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to GRETA ROBINSON whose telephone number is (571)272-4118. The examiner can normally be reached Mon.-Fri. 9:30AM-6:00PM. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Hassan Mahmoudi can be reached at 571-272-4078. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /GRETA L ROBINSON/Primary Examiner, Art Unit 2163
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Prosecution Timeline

May 08, 2024
Application Filed
Apr 17, 2025
Non-Final Rejection mailed — §102
Jul 17, 2025
Response Filed
Sep 18, 2025
Final Rejection mailed — §102
Nov 18, 2025
Response after Non-Final Action
Dec 18, 2025
Request for Continued Examination
Jan 07, 2026
Response after Non-Final Action
Feb 19, 2026
Non-Final Rejection mailed — §102 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

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Ephemeral Storage Volumes for Application Bundles
3y 2m to grant Granted May 26, 2026
Patent 12639265
METHOD FOR MAINTAINING META INFORMATION OF SECURE DOCUMENT, APPARATUS FOR THE SAME, COMPUTER PROGRAM FOR THE SAME, AND RECORDING MEDIUM STORING COMPUTER PROGRAM THEREOF
2y 11m to grant Granted May 26, 2026
Patent 12613864
USING WORKER NODES TO PROCESS RESULTS OF A SUBQUERY
2y 1m to grant Granted Apr 28, 2026
Patent 12608626
PLUG-AND-ANALYZE FRAMEWORK FOR KNOWLEDGE BASE CONSTRUCTION
4y 0m to grant Granted Apr 21, 2026
Patent 12608369
COMBINING PARAMETERS OF MULTIPLE SEARCH QUERIES THAT SHARE A LINE OF INQUIRY
1y 2m to grant Granted Apr 21, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
80%
Grant Probability
97%
With Interview (+16.9%)
3y 0m (~11m remaining)
Median Time to Grant
High
PTA Risk
Based on 978 resolved cases by this examiner. Grant probability derived from career allowance rate.

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