Prosecution Insights
Last updated: July 17, 2026
Application No. 18/441,377

Content System with Related Segment Feature

Non-Final OA §103
Filed
Feb 14, 2024
Examiner
MENGESHA, MULUGETA A
Art Unit
2424
Tech Center
2400 — Computer Networks
Assignee
Roku Inc.
OA Round
3 (Non-Final)
82%
Grant Probability
Favorable
3-4
OA Rounds
0m
Est. Remaining
92%
With Interview

Examiner Intelligence

Grants 82% — above average
82%
Career Allowance Rate
606 granted / 743 resolved
+23.6% vs TC avg
Moderate +10% lift
Without
With
+10.1%
Interview Lift
resolved cases with interview
Typical timeline
2y 4m
Avg Prosecution
21 currently pending
Career history
762
Total Applications
across all art units

Statute-Specific Performance

§101
4.1%
-35.9% vs TC avg
§103
77.9%
+37.9% vs TC avg
§102
6.1%
-33.9% vs TC avg
§112
2.3%
-37.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 743 resolved cases

Office Action

§103
DETAILED ACTION 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 . Claims Status Claims 1,4-15 and 18-20 are currently pending in the application. Claims 2-3, 16-17 have been cancelled. Claim Rejections - 35 USC § 103 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 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. The text of those sections of Title 35, U.S. Code not included in this action can be found in a prior Office action. Claims 1, 4, 9 and 11-15, 18 and 20 are rejected under 35 U.S.C. 103 as being unpatentable over US 2020/0128294 A1 to Gupta et al in view of US 2008/0235259 A1 to Abernethy, Jr. et al. As to claims 1 and 15, Gupta discloses a method [a computing system configured for performing a set of acts] comprising: proximate a time period during which a current segment of media content is output for presentation by a content-presentation device, (see fig.1 and 2; page.1,¶0017-¶0019); responsive to detecting the occurrence of the trigger event, obtaining related segment metadata associated with one or more related segments of media content that are separate from, but contextually related to, the current segment (see fig.1; page.1,¶0017-¶0018); and proximate a time point at which the trigger event occurred, causing the obtained related segment metadata to be output for presentation (see fig.1; page.1,¶0017-¶0018,¶0026,¶0064). Gupta fails explicitly discloses wherein detecting an occurrence of a trigger event comprises detecting that the content-presentation device has paused output of media content. In a related art, Abernethy,Jr. discloses detecting an occurrence of a trigger event, wherein detecting an occurrence of a trigger event comprises detecting that the content-presentation device has paused output of media content (see fig.5; page.1,¶0008,¶0032,¶0049). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to modify Gupta with the teaching as taught by Abernethy,Jr. in order to access important events in the media programs, by prompt a user for a command to access the related second content in response to the existence of related second content, by pause the output of the first content. As to claims 4 and 18, Gupta further discloses wherein obtaining related segment metadata associated with one or more related segments of media content that are separate from, but contextually related to, the current segment comprises: obtaining current segment metadata associated with the current segment, wherein the current segment metadata includes a related segment data component that identifies related segment metadata associated with the one or more related segments; and using the related segment data component to obtain the related segment metadata (see page.1,¶0017-¶0018,¶0064). As to claim 9, Gupta further discloses wherein causing the obtained related segment metadata to be output for presentation comprises causing the content-presentation device to output for presentation the obtained related segment metadata (see fig. 1; page.1,¶0017-¶0018). As to claim 11, Gupta further discloses wherein the obtained related segment metadata comprises a link to media data representing at least one of the one or more related segments, the method further comprising: selecting, based on input received via a user interface, the link; and responsive to selecting the link, causing the linked related segment to be output for presentation (see fig.1-2). As to claim 12, Gupta further discloses wherein the obtained segment metadata comprises a text- based summary of at least one of the one or more related segments(see fig. 1; page.1,¶0017-¶0018). As to claim 13, Gupta further discloses wherein the obtained segment metadata comprises an image of a character included in at least one of the one or more related segments(see fig. 1; page.1,¶0017-¶0018). As to claim 14, Gupta further discloses wherein the current segment and the related one or more segments are part of a given media content movie or show series, and wherein the related one or more segments precede the current segment, according to a standard playout chronology of the media content movie or show series (see fig. 1; page.1,¶0017-¶0018). As to claim 20, claim 20 is directed toward embody the method of claim 1 in “computer readable medium”. It would have been obvious to embody the procedures of Gupta and Abernethy,Jr. discussed with respect to claim 1 in a “computer readable medium” in order that the instructions could be automatically performed by a processor. It comprises substantially the same method as discussed in claim above; there by the same rejection is applicable. Claims 5-8,10 and 19 are rejected under 35 U.S.C. 103 as being unpatentable over US 2020/0128294 A1 to Gupta et al in view of US 2008/0235259 A1 to Abernethy, Jr. et al., and further US 2024/0364970 A1 to Coskun et al. As to claims 5 and 19, Gupta further discloses generating a related segment data component of current segment metadata associated with the current segment, wherein generating the related segment data component of the current segment metadata comprises: obtaining a context data component of the current segment metadata; obtaining candidate context data components associated with respective candidate related segments; providing at least (1) the obtained context data component of the current segment metadata, and (ii) the obtained candidate context data components associated with respective candidate related segments, and responsive to the providing, receiving, an indication of related segments from among the candidate related segments; and based on the indicated related segments, generating the related segment data component of the current segment metadata (see fig.6, el.604-608; page.8,¶0061-¶0062). Gupta and Abernethy, Jr fail discloses providing the obtained context data and receiving from a trained model the related segments. Coskun discloses providing the obtained context data and receiving from a trained model the related segments (see fig. 3 and 6; page.1,¶0009,¶0056, ¶0070-¶0071). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to modify Gupta and Abernethy, Jr with the teaching as taught by Coskun in order to easily to identify related of media segments using historical data. As to claim 6, Gupta further discloses wherein the obtained context data component of the current segment metadata includes (i) closed-captioning text, (ii) subtitle text, (11) dialogue text generated from a speech-to-text system, (iv) text generated from a video-to-text system, (v) a text description of an object identified by an object detection system, or (vi) a face identifier generated by a facial recognition system (see page.8,¶0061-¶0062). As to claim 7, Coskun further discloses providing (i) user profile data for a user of the content-presentation device, (ii) social media data associated with media content of which the current segment is a part, or (iii) chat data associated with media content of which the current segment is a part, to the trained model (see fig. 3 and 6; page.1,¶0009,¶0056, ¶0068, ¶0070-¶0071). As to claim 8, Coskun further discloses training the model by providing to the model, (i) multiple instances of segment metadata, and (ii) indications of which instances of segment metadata relate to other instances of segment metadata (see fig. 6 and 7; page.1,¶0009,¶0056 and ¶0070-¶0073). As to claim 10, Coskun further discloses wherein causing the obtained related segment metadata to be output for presentation comprises causing a second device that is separate from the content- presentation device to output for presentation the obtained related segment metadata (see fig. 16B; page.11, ¶0089). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to MULUGETA MENGESHA whose telephone number is (469)295-9212. The examiner can normally be reached Monday-Friday 9:00AM-5:30PM ET. 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, Benjamin Bruckart can be reached on 571-272-3982. 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. MULUGETA MENGESHA Primary Examiner Art Unit 2424 /Mulugeta Mengesha/Primary Examiner, Art Unit 2424
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Prosecution Timeline

Show 3 earlier events
Jul 16, 2025
Examiner Interview Summary
Jul 17, 2025
Response Filed
Oct 06, 2025
Final Rejection mailed — §103
Jan 02, 2026
Response after Non-Final Action
Apr 03, 2026
Notice of Allowance
Apr 03, 2026
Response after Non-Final Action
Apr 15, 2026
Response after Non-Final Action
Jun 18, 2026
Non-Final Rejection mailed — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12684187
DYNAMIC PRODUCTION OF LINEAR MEDIA CHANNELS FOR MOBILE TRANSPORT CRAFT
1y 8m to grant Granted Jul 14, 2026
Patent 12684203
METHODS AND APPARATUS TO GENERATE A SIGNATURE BASED ON SIGNATURE CANDIDATES
1y 7m to grant Granted Jul 14, 2026
Patent 12682025
METHODS AND APPARATUS TO CREDIT UNIDENTIFIED MEDIA
1y 6m to grant Granted Jul 14, 2026
Patent 12634551
DISPLAY APPARATUS AND DATA PROCESSING METHOD
1y 5m to grant Granted May 19, 2026
Patent 12621518
IMPROVEMENTS RELATING TO VIDEO CONTENT ENHANCEMENT
2y 1m to grant Granted May 05, 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
82%
Grant Probability
92%
With Interview (+10.1%)
2y 4m (~0m remaining)
Median Time to Grant
High
PTA Risk
Based on 743 resolved cases by this examiner. Grant probability derived from career allowance rate.

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