ViralGains Inc.Download PDFPatent Trials and Appeals BoardOct 21, 202016022161 - (D) (P.T.A.B. Oct. 21, 2020) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 16/022,161 06/28/2018 Glenn J. Kiladis ViraG-01US03 1991 91414 7590 10/21/2020 Patent GC LLC c/o Clarivate Analytics - IP Admin Services Metro Office Park 3050 Metro Drive, Suite 320 Bloomington, MN 55425 EXAMINER CHEN, YING YU ART UNIT PAPER NUMBER 2125 NOTIFICATION DATE DELIVERY MODE 10/21/2020 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): admin@patentgc.com docketing@patentgc.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte GLENN J. KILADIS and ARON ROBERT SCHATZ Appeal 2020-003481 Application 16/022,161 Technology Center 2100 Before ST. JOHN COURTENAY III, ERIC S. FRAHM, and BETH Z. SHAW, Administrative Patent Judges. SHAW, Administrative Patent Judge. DECISION ON APPEAL Pursuant to 35 U.S.C. § 134(a), Appellant1 appeals from the Examiner’s decision to reject claim 1. See Final Act. 1. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. 1 We use the word Appellant to refer to “applicant” as defined in 37 C.F.R. § 1.42. Appellant identifies the real party in interest as ViralGains, Inc. Appeal Br. 1. Appeal 2020-003481 Application 16/022,161 2 CLAIMED SUBJECT MATTER The claims are directed to a machine learning-based media content sequencing and placement. Claim 1, reproduced below, is the only claim currently pending, claims 2–21 having been cancelled: 1. A method performed by a computer system having at least one processor and a memory, the method comprising, the computer system: for each media content item of a plurality of media content items, generating a content profile for the media content item by performing an automated analysis of the media content item, wherein the content profile comprises a plurality of attribute fields each of which attribute fields specifies a characteristic of the media content item determined based on the automated analysis; for each sequence of a plurality of different sequences of media content items selected from the plurality of media content items, and with respect to the each sequence, for each user of a plurality of users: presenting an instance of the each sequence by, for each media content item in the each sequence, causing an instance of the each media content item to be presented to the each user, and for each instance in which a media content item in the each sequence is presented to the each user, associating the each instance in which the media content item is presented with: the instance of the each sequence, and an interaction profile indicative of user responses related to the presentation of the media content item; selecting a target media content item from the plurality of media content items to present to a target user based on: a sequence of media content items previously presented to the target user, the content profiles for the plurality of media content items, the interaction profiles for the instances in which media content items are presented, and the associations between instances of media content items being presented and instances of sequences in which Appeal 2020-003481 Application 16/022,161 3 media content items are presented; and causing the target media content item to be presented to the target user. REFERENCES The prior art relied upon by the Examiner is: Name Reference Date St. Clair US 2014/0189539 A1 July 3, 2014 Kalmes US 2014/0215506 A1 July 31, 2014 REJECTIONS Claim 1 stands rejected under 35 U.S.C. § 103 as being unpatentable over St. Clair and Kalmes. Final Act. 3. Claims 2–21 are cancelled, and only claim 1 remains pending and on appeal. See Appeal Br. 5. OPINION First, Appellant argues that St. Clair fails to teach: for each sequence of a plurality of different sequences of media content items selected from the plurality of media content items, and with respect to the each sequence, for each user of a plurality of users: presenting an instance of the each sequence by, for each media content item in the each sequence, causing an instance of the each media content item to be presented to the each user Appeal Br. 5–9 (emphasis in original); Reply Br. 6–9. We are not persuaded by Appellant’s arguments. The Examiner finds that St. Clair’s Figures 4A- 4F and paragraph 68 teach the disputed limitations. Ans. 4. Although Appellant argues that paragraph 68 of St. Clair cannot apply to “multiple users,” we are unpersuaded by this argument because, as the Examiner finds Appeal 2020-003481 Application 16/022,161 4 and explains, paragraphs 124 and 125 of St. Clair teach a user being a human user, an entity, or a group. Id. As the Examiner further explains, a user a node of a social graph is within the context of social networking system 860, and can be a group of users. Id. Appellant also argues that St. Clair does not teach “selecting a target media content item from the plurality of media content items to present to a target user based on: a sequence of media content items previously presented to the target user.” Appeal Br. 11–13; Reply Br. 5. We are not persuaded by this argument because Appellant fails to explain why the claimed “sequence” is not taught by St. Clair’s media content items shown in Figures 4A-F. “Argument in the brief does not take the place of evidence in the record.” In re Schulze, 346 F.2d 600, 602 (CCPA 1965) (citing In re Cole, 326 F.2d 769, 773 (CCPA 1964)). Next, Appellant argues that St. Clair fails to teach “for each media content item of a plurality of media content items, generating a content profile for the media content item by performing an automated analysis of the media content item, wherein the content profile comprises a plurality of attribute fields each of which attribute fields specifies a characteristic of the media content item determined based on the automated analysis.” Appeal Br. 13–14 (emphasis in original). Appellant argues that “the cited portion of St. Clair addresses only the creation of content boards that do not yet exist.” Id. We are not persuaded by this argument because, as the Examiner finds and explains, St. Clair teaches composing new content boards by modifying a retrieved content board. Ans. 8 (citing St. Clair ¶ 62). Absent persuasive rebuttal or technical reasoning to the contrary, we are not persuaded of error. Appeal 2020-003481 Application 16/022,161 5 Appellant argues St. Clair fails to teach: selecting a target media content item from the plurality of media content items to present to a target user based on: a sequence of media content items previously presented to the target user, the content profiles for the plurality of media content items, the interaction profiles for the instances in which media content items are presented, and the associations between instances of media content items being presented and instances of sequences in which media content items are presented Appeal Br. 13–15 (emphasis in original). Appellant argues St. Clair does not teach selecting new content based on the claimed association. Id. We are not persuaded by this argument because, as the Examiner explains, St. Clair describes transitions between content boards of a cover feed, with one board transitioning to another, including presentation of the sequence of content boards in “automatic mode,” which the Examiner concludes suggests that the presentation of the content board (media item) is actively associated with the instance of the sequence at which the specific content board is to be displayed to the user. Ans. 8–9 (citing St. Clair, ¶¶ 42, 68, Figs. 4A-4F). St. Clair teaches that the selection of a target content board (i.e., a target content item) is based on what the user has previously viewed. Ans. 7 (citing Fig. 4A-4F, ¶ 68). St. Clair also teaches that at least one sequence of content boards is presented to a user in which one board is transitioned to another board. Id. (citing St. Clair ¶ 42). Finally, Appellant argues Kalmes fails to teach “for each media content item of a plurality of media content items, generating a content profile for the media content item by performing an automated analysis of Appeal 2020-003481 Application 16/022,161 6 the media content item, wherein the content profile comprises a plurality of attribute fields each of which attribute fields specifies a characteristic of the media content item determined based on the automated analysis.” Appeal Br. 15–18. Appellant argues that the cited portions of Kalmes instead relate to recommendations of media content for a user based on preference and viewing history data for media content. Id. We are not persuaded by this argument because, as the Examiner finds and explains, Kalmes teaches identifying information about the media content items to gather relevant information pertaining to the estimation of user preferences regarding a particular media content item and the determination of appropriate content to be recommended to the user. Ans. 9 (citing Kalmes ¶ 43). Although some of the factors listed may be based on or associated with user interaction with the content item, attributes such as “content categories” teach a characteristic that relates to the content item itself, and not a characteristic based on user interaction. Id. (citing ¶¶ 43, 67). In view of the foregoing, Appellant has not overcome the Examiner’s prima facie case of obviousness with respect to independent claim 1. As a result, we are not persuaded the Examiner erred in rejecting claim 1. CONCLUSION The Examiner’s rejection is affirmed. Appeal 2020-003481 Application 16/022,161 7 DECISION SUMMARY Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed Overall Outcome 103 St. Clair, Kalmes 1 TIME PERIOD FOR RESPONSE No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a). See 37 C.F.R. § 1.136(a)(1)(iv). AFFIRMED Copy with citationCopy as parenthetical citation