John M. Trenkle et al.Download PDFPatent Trials and Appeals BoardAug 6, 201913927687 - (D) (P.T.A.B. Aug. 6, 2019) 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. 13/927,687 06/26/2013 John M. TRENKLE 20030.723.1 8419 119741 7590 08/06/2019 Keller Jolley Preece / Adobe 1010 North 500 East, Suite 210 North Salt Lake, UT 84054 EXAMINER ANDERSON, FOLASHADE ART UNIT PAPER NUMBER 3623 NOTIFICATION DATE DELIVERY MODE 08/06/2019 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): docketing@kjpip.com gjolley@kjpip.com ljohnson@kjpip.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte JOHN M. TRENKLE and JOHN HUGHES ____________ Appeal 2018-005097 Application 13/927,687 Technology Center 3600 ____________ Before MARC S. HOFF, JENNIFER L. McKEOWN, and STEVEN M. AMUNDSON, Administrative Patent Judges. AMUNDSON, Administrative Patent Judge. DECISION ON APPEAL Appellants1 seek our review under 35 U.S.C. § 134(a) from a final rejection of claims 1–6, 8–23, and 25–34, i.e., all pending claims. We have jurisdiction under 35 U.S.C. § 6(b). We affirm. 1 Appellants identify the real party in interest as Adobe Systems Incorporated. App. Br. 1. Appeal 2018-005097 Application 13/927,687 2 STATEMENT OF THE CASE The Invention According to the Specification, the invention relates to “rating the success of online advertising campaigns, as well as predicting the success of online advertising campaigns, and pricing campaigns based on the predictions.” Spec. 1:19–21.2 The Specification explains that “Gross Rating Point (GRP) is a term used in advertising to measure the size of an audience reached by a specific media vehicle or schedule.” Id. at 1:30–31. The Specification also explains that a GRP equals “the product of the percentage of the target audience reached by an advertisement, times the frequency the audience sees the term in a given campaign (frequency x % reached).” Id. at 1:31–2:2. According to the Specification, the invention seeks to “characterize Websites and viewers” based on degree of polarization. Id. at 1:22–26, 3:29–4:2, 4:31–5:4; see id. at 25:10–14. That characterization provides information “forming a foundation for the prediction of Gross Rating Points (GRPs) for online advertising media campaigns” and “other functionalities related to real-time bidding for electronic media impression auctions.” Id. at 3:29–32, 4:31–5:2; see id. at 25:10–14. Further, “[b]ased on observed and calculated parameters, a GRP total can then be predicted and priced to a client and/ or advertiser for an online ad campaign.” Id. at 4:7–9, 5:9–11; see id. at 9:21–24, 25:20–22. 2 This decision uses the following abbreviations: “Spec.” for the Specification, filed June 26, 2013; “Final Act.” for the Final Office Action, mailed July 13, 2017; “App. Br.” for the Appeal Brief, filed January 9, 2018; “Ans.” for the Examiner’s Answer, mailed February 23, 2018; and “Reply Br.” for the Reply Brief, filed April 17, 2018. Appeal 2018-005097 Application 13/927,687 3 Thus, the invention purports to address the problem that electronic advertising agencies “have not previously been known to guarantee the reach of a campaign ahead of time” and instead “typically charge their advertisers and/or clients based on impressions at a guaranteed price per impression after the fact, and without guaranteeing that those impressions” match “specific viewer characteristics.” Id. at 3:15–20. Exemplary Claims Independent claims 1 and 12 exemplify the claims at issue and read as follows (with formatting added for clarity): 1. In a digital medium environment of real-time bidding and selection of advertising opportunities corresponding to viewers simultaneously accessing media properties, a computer implemented method for providing bid responses and advertising over an online network, comprising: accessing a truth set of viewers of a plurality of media properties, wherein the viewers in the truth set have been determined to have known values of at least one viewer characteristic; for each media property of the plurality of media properties visited by the viewers in the truth set, determining, by at least one processor, a media property polarization probability for the at least one viewer characteristic, the media property polarization probability comprising a probability that any viewer visiting the media property has a particular value of the at least one viewer characteristic; determining, by the at least one processor, a set of polarized media properties by selecting media properties from the plurality of media properties with media property polarization probabilities that exceed a first threshold probability; identifying polarized viewers from a plurality of viewers who are not within the truth set by: Appeal 2018-005097 Application 13/927,687 4 determining, by the at least one processor, that a first viewer not in the truth set has made one or more visits to at least one polarized media property from the set of polarized media properties; determining, by the at least one processor, a viewer polarization probability of the first viewer by applying the media property polarization probability of the at least one polarized media property from the set of polarized media property [sic] to an existing viewer polarized probability of the first viewer; and determining that the first viewer is a polarized viewer, by comparing the viewer polarization probability of the first viewer to a second threshold probability; receiving, by the at least one processor, an impression opportunity from a remote server[,] wherein the impression opportunity references the first viewer and a first media property; and based on the determination that the first viewer is a polarized viewer, responding to the impression opportunity by sending a bid response to the remote server, wherein responding comprises sending an advertisement to the remote server for display to the first user. 12. In a digital medium environment of real-time bidding and selection of advertising opportunities corresponding to viewers simultaneously accessing media properties, a computer implemented method for providing bid responses and advertising over an online network, comprising: accessing a truth set of viewers of a plurality of media properties, wherein the viewers in the truth set have been determined to have known values of at least one viewer characteristic; for each media property of the plurality of media properties visited by the viewers in the truth set, determining, by at least one processor, a media property polarization probability for the at least one viewer characteristic, the media property polarization probability comprising a probability that Appeal 2018-005097 Application 13/927,687 5 any viewer visiting the media property has a particular value of the at least one viewer characteristic; determining, by the at least one processor, a set of polarized media properties by selecting media properties from the plurality of media properties with media property polarization probabilities that exceed a first threshold probability; identifying polarized viewers from a plurality of viewers who are not within the truth set by: determining, by the at least one processor, that a first viewer not in the truth set has made one or more visits to at least one polarized media property from the set of polarized media properties; determining, by the at least one processor, a viewer polarization probability of the first viewer by applying the media property polarization probability of the at least one polarized media property from the set of polarized media property [sic] to an existing viewer polarized probability of the first viewer; and determining that the first viewer is a polarized viewer, by comparing the viewer polarization probability of the first viewer to a second threshold probability; predicting gross rating points for an online ad campaign comprising targeting parameters based on the media property polarization probabilities and the polarized viewers; selecting the online ad campaign with the targeting parameters based on the predicted gross rating points; running the selected online ad campaign by: receiving, by the at least one processor, an impression opportunity from a remote server[,] wherein the impression opportunity references a first viewer and a first media property; and based on a determination that the first viewer and the first media property satisfy the targeting parameters, responding to the impression opportunity by sending a Appeal 2018-005097 Application 13/927,687 6 bid response to the remote server, wherein responding comprises sending an advertisement to the remote server for display to the first user. App. Br. 31–32, 35–36 (Claims App.). The Rejections on Appeal Claims 1–6, 8–23, and 25–34 stand rejected under 35 U.S.C. § 101 as directed to patent-ineligible subject matter. Final Act. 8–15; Ans. 3–7. Claims 32–34 stand rejected under 35 U.S.C. § 112 ¶ 2 as indefinite for failing to particularly point out and distinctly claim the subject matter regarded as the invention.3 Final Act. 15; Ans. 7. ANALYSIS We have reviewed the rejections in light of Appellants’ arguments that the Examiner erred. For the reasons explained below, we disagree with Appellants’ assertions regarding Examiner error. We adopt the Examiner’s findings and reasoning in the Final Office Action and Answer. See Final Act. 3–15; Ans. 3–19. We provide the following to address and emphasize specific findings and arguments. The § 101 Rejection of Claims 1–6, 8–23, and 25–34 INTRODUCTION The Patent Act defines patent-eligible subject matter broadly: “Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement 3 The Leahy-Smith America Invents Act (“AIA”), Pub. L. No. 112-29, 125 Stat. 284 (2011), amended 35 U.S.C. § 112, e.g., to rename § 112’s subsections. Because Application 13/927,687 claims priority to applications filed before the AIA’s effective date for applications, this decision refers to the pre-AIA version of § 112. Appeal 2018-005097 Application 13/927,687 7 thereof, may obtain a patent therefor, subject to the conditions and requirements of this title.” 35 U.S.C. § 101. In Mayo and Alice, the Supreme Court explained that § 101 “contains an important implicit exception” for laws of nature, natural phenomena, and abstract ideas. Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 70 (2012); Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 216 (2014); see Diamond v. Diehr, 450 U.S. 175, 185 (1981). In Mayo and Alice, the Court set forth a two-step analytical framework for evaluating patent-eligible subject matter. Mayo, 566 U.S. at 77–80; Alice, 573 U.S. at 217–18. Under Mayo/Alice step one, we “determine whether the claims at issue are directed to” a judicial exception, i.e., an abstract idea, a law of nature, or a natural phenomenon. Alice, 573 U.S. at 217. Step one involves looking at the “focus” of the claims at issue and their “character as a whole.” SAP Am., Inc. v. InvestPic, LLC, 898 F.3d 1161, 1167 (Fed. Cir. 2018). In January 2019, the PTO issued revised guidance for determining whether claims are directed to a judicial exception. See 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (Jan. 7, 2019) (“2019 Guidance”). The 2019 Guidance applies to the Board. Id. at 50–51, 57 n.42; see 35 U.S.C. § 3(a)(2)(A) (investing the Director with responsibility “for providing policy direction” for the PTO). Neither the Examiner nor Appellants had the benefit of the 2019 Guidance when advocating their respective positions concerning subject-matter eligibility. The 2019 Guidance specifies two prongs for the analysis under Mayo/Alice step one (PTO step 2A). 84 Fed. Reg. at 54–55. Prong one requires evaluating “whether the claim recites a judicial exception, i.e., an abstract idea, a law of nature, or a natural phenomenon.” Id. at 54. “If the Appeal 2018-005097 Application 13/927,687 8 claim does not recite a judicial exception, it is not directed to a judicial exception,” and it satisfies § 101. Id. “If the claim does recite a judicial exception, then it requires further analysis” under prong two. Id. Prong two requires evaluating “whether the claim as a whole integrates the recited judicial exception into a practical application of the exception.” Id. “When the exception is so integrated, then the claim is not directed to a judicial exception,” and it satisfies § 101. Id. “If the additional elements do not integrate the exception into a practical application, then the claim is directed to the judicial exception,” and it “requires further analysis” under Mayo/Alice step two (PTO step 2B). Id. Under Mayo/Alice step two, we “consider the elements of each claim both individually and ‘as an ordered combination’ to determine whether the additional elements” add enough to transform the “nature of the claim” into “significantly more” than the judicial exception. Alice, 573 U.S. at 217–18, 221–22 (quoting Mayo, 566 U.S. at 78–79). Step two involves the search for an “inventive concept.” Alice, 573 U.S. at 217–18, 221; Univ. of Fla. Research Found., Inc. v. Gen. Elec. Co., 916 F.3d 1363, 1366 (Fed. Cir. 2019). “[A]n inventive concept must be evident in the claims.” RecogniCorp, LLC v. Nintendo Co., 855 F.3d 1322, 1327 (Fed. Cir. 2017). MAYO/ALICE STEP ONE: PTO STEP 2A PRONG ONE For Mayo/Alice step one, the Federal Circuit has noted that “[a]n abstract idea can generally be described at different levels of abstraction.” Apple, Inc. v. Ameranth, Inc., 842 F.3d 1229, 1240 (Fed. Cir. 2016). Here, the Examiner determines that the claims are directed to the abstract idea of “real-time bidding and selection of advertising opportunities corresponding Appeal 2018-005097 Application 13/927,687 9 to viewers simultaneously accessing media properties.” Final Act. 11; Ans. 5. Appellants dispute that the claims are directed to an abstract idea. See App. Br. 14–22; Reply Br. 1–5. Specifically, Appellants assert that the Examiner “fails to analyze the elements of the claims in light of the recited abstract idea” and instead “applies a separate (more generalized) set of abstract categories to a sub-set of the claim limitations.” App. Br. 19–20. Appellants also assert that the Examiner fails to “analyze the claims to determine what specific elements are subsumed by” the recited abstract idea. Id. at 20. Appellants’ assertions do not persuade us of Examiner error. In determining that the claims are directed to an abstract idea, the Examiner accurately assesses the “focus” of the claims and their “character as a whole.” See Final Act. 9–12; Ans. 3–5; see also SAP Am., 898 F.3d at 1167. In addition, we determine that the claims recite abstract ideas falling within the three groupings of abstract ideas specified in the 2019 Guidance: mathematical concepts, certain methods of organizing human activity, and mental processes. See 84 Fed. Reg. at 51–52. As relevant here, the Guidance identifies “advertising, marketing or sales activities or behaviors” as among the enumerated methods of organizing human activity. Id. at 52. This appeal involves four independent claims, i.e., method claims 1 and 12 and system claims 18 and 29. As explained in the following paragraphs, each independent claim recites “advertising, marketing or sales activities or behaviors” in various limitations. Specifically, method claim 12 and system claim 29 recite the following limitations: Appeal 2018-005097 Application 13/927,687 10 ● “predicting gross rating points for an online ad campaign comprising targeting parameters based on the media property polarization probabilities and the polarized viewers” (claim 12); ● “predict gross rating points for an online ad campaign based on the media property polarization probabilities and the polarized viewers, wherein the online ad campaign comprises targeting parameters” (claim 29); ● “selecting the online ad campaign with the targeting parameters based on the predicted gross rating points” (claims 12 and 29); ● “running the selected online ad campaign by” (claims 12 and 29); ● “receiving . . . an impression opportunity . . . wherein the impression opportunity references a first viewer and a first media property” (claims 12 and 29); ● “based on a determination that the first viewer and the first media property satisfy the targeting parameters, responding to the impression opportunity by sending a bid response . . . wherein responding comprises sending an advertisement . . . for display to the first user” (claims 12 and 29). App. Br. 36, 44. Method claim 1 and system claim 18 recite similar limitations for running an online ad campaign. Id. at 32, 39. The above-identified limitations encompass “advertising, marketing or sales activities or behaviors” because they predict gross rating points for ad campaigns, select a particular ad campaign based on the predictions, and run the selected ad campaign by responding to an impression opportunity with a particular advertisement intended for a particular viewer. As noted above, the 2019 Guidance identifies “advertising, marketing or sales activities or behaviors” as among the enumerated methods of organizing human activity, and thus an abstract idea. 84 Fed. Reg. at 52; see also OIP Appeal 2018-005097 Application 13/927,687 11 Techs., Inc. v. Amazon.com, Inc., 788 F.3d 1359, 1361–63 (Fed. Cir. 2015) (deciding that the claimed concept of “offer-based price optimization” is an abstract idea “similar to other ‘fundamental economic concepts’ found to be abstract ideas by the Supreme Court and this court”). Further, targeted advertising and the “tailoring of content based on information about the user—such as where the user lives or what time of day the user views the content—is an abstract idea that is as old as providing different newspaper inserts for different neighborhoods.” Affinity Labs of Tex., LLC v. Amazon.com Inc., 838 F.3d 1266, 1271 (Fed. Cir. 2016). In addition, the 2019 Guidance explains that mental processes include “concepts performed in the human mind,” such as “an observation, evaluation, judgment, [or] opinion.” 84 Fed. Reg. at 52 (footnote omitted). Here, each independent claim recites mental processes in the limitations concerning determining polarized media properties and identifying polarized viewers. See Final Act. 9–11; Ans. 3–5. In particular, method claims 1 and 12 recite the following limitations concerning determining polarized media properties: ● “for each media property of the plurality of media properties visited by the viewers in the truth set, determining . . . a media property polarization probability for the at least one viewer characteristic, the media property polarization probability comprising a probability that any viewer visiting the media property has a particular value of the at least one viewer characteristic”; ● “determining . . . a set of polarized media properties by selecting media properties from the plurality of media properties with media property polarization probabilities that exceed a first threshold probability.” Appeal 2018-005097 Application 13/927,687 12 App. Br. 31, 35. System claims 18 and 29 recite similar limitations. Id. at 38, 43. The limitations concerning determining polarized media properties encompass an evaluation performed by a human mentally or with pen and paper. For example, the Specification identifies gender as a viewer characteristic. See, e.g., Spec. 4:2–6, 5:4–8, 6:3–5, 7:21–22, 8:12–14, 8:20–23. Further, the Specification states that “[s]tereotypical examples of Websites (MPs [media properties]) exhibiting extreme degrees of polarization include for instance Sports-oriented for Males, and Fashion- oriented for Females.” Id. at 10:13–15. Thus, using gender data for individuals in a truth set, a person could note the respective numbers of male and female visitors to a website during a particular period. See Spec. 8:18–23, Fig. 3. Then, based on the respective numbers of male and female visitors, the person could determine the website’s polarization probability. See id. at 8:23–25, Fig. 3. After that, the person could mentally compare the website’s polarization probability to a website-polarization threshold to discern whether the website’s polarization probability exceeds the website-polarization threshold. The person could repeat the preceding steps for other websites. For these reasons, the limitations concerning determining polarized media properties encompass an evaluation performed by a human mentally or with pen and paper. The 2019 Guidance identifies an evaluation performed by a human mentally or with pen and paper as a mental process, and thus an abstract idea. 84 Fed. Reg. at 52 & nn.14–15; see also Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1318 (Fed. Cir. 2016) (“[W]ith the exception of generic computer-implemented Appeal 2018-005097 Application 13/927,687 13 steps, there is nothing in the claims themselves that foreclose them from being performed by a human, mentally or with pen and paper.”) (“Symantec”). In addition, method claims 1 and 12 recite the following limitations concerning identifying polarized viewers: ● “identifying polarized viewers from a plurality of viewers who are not within the truth set by”; ● “determining . . . that a first viewer not in the truth set has made one or more visits to at least one polarized media property from the set of polarized media properties”; ● “determining . . . a viewer polarization probability of the first viewer by applying the media property polarization probability of the at least one polarized media property from the set of polarized media property [sic] to an existing viewer polarized probability of the first viewer”; ● “determining that the first viewer is a polarized viewer, by comparing the viewer polarization probability of the first viewer to a second threshold probability.” App. Br. 31–32, 35–36. System claims 18 and 29 recite similar limitations. Id. at 38–39, 43–44. The limitations concerning identifying polarized viewers encompass an evaluation performed by a human mentally or with pen and paper. For example, a person could note that an individual not in a truth set has visited a polarized website. See Spec. 10:30–11:8, Fig. 3. Then, the person could determine an updated polarization probability for the individual by applying the website’s polarization probability to the individual’s existing polarization probability. See id. at 11:6–29, Fig. 3. After that, the person could mentally compare the individual’s updated polarization probability to an individual-polarization threshold to discern whether the individual’s Appeal 2018-005097 Application 13/927,687 14 updated polarization probability exceeds the individual-polarization threshold. See id. at 11:31–12:13, Fig. 3. The person could repeat the preceding steps for other individuals. For these reasons, the limitations concerning identifying polarized viewers encompass an evaluation performed by a human mentally or with pen and paper. As noted above, the 2019 Guidance identifies an evaluation performed by a human mentally or with pen and paper as a mental process, and thus an abstract idea. 84 Fed. Reg. at 52 & nn.14–15. MAYO/ALICE STEP ONE: PTO STEP 2A PRONG TWO Because we determine that each independent claim recites abstract ideas, we consider whether each claim as a whole integrates the recited abstract ideas into a practical application. See 84 Fed. Reg. at 54–55. “Only when a claim recites a judicial exception and fails to integrate the exception into a practical application, is the claim ‘directed to’ a judicial exception . . . .” Id. at 51. As additional elements, the independent claims recite computer- system components, i.e., “at least one processor,” “at least one non- transitory computer readable storage medium,” “an online network,” and “a remote server.” App. Br. 31–32, 35–36, 38–39, 43–44. The dependent claims add “a historical database” and “a database of polarized viewers.” Id. at 32–34, 36–37, 39, 42, 45. The independent claims also recite the following data-collecting limitations: ● “accessing a truth set of viewers of a plurality of media properties, wherein the viewers in the truth set have been determined to have known values of at least one viewer characteristic” (claims 1 and 12); Appeal 2018-005097 Application 13/927,687 15 ● “access a truth set of viewers of a plurality of media properties, wherein the viewers in the truth set have been determined to have known values of at least one viewer characteristic” (claims 18 and 29). Id. at 31, 35, 38, 43. We determine that each independent claim as a whole does not integrate the recited abstract ideas into a practical application because the additional elements do not impose meaningful limits on the abstract ideas. See 84 Fed. Reg. at 53–54. The recited computer-system components constitute generic computer-system components that perform generic computer functions. See Final Act. 13–14; Ans. 6, 17–18; see also Spec. 14:9–15:22. Further, the data-collecting limitations constitute insignificant extra-solution activity. See, e.g., Mayo, 566 U.S. at 79; OIP Techs., 788 F.3d at 1363–64; Ultramercial, Inc. v. Hulu, LLC, 772 F.3d 709, 716 (Fed. Cir. 2014); CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1370 (Fed. Cir. 2011); In re Grams, 888 F.2d 835, 839–40 (Fed. Cir. 1989). As an example of insignificant extra-solution activity, in Mayo the Supreme Court decided that measuring metabolite levels for later analysis constituted purely “conventional or obvious” pre-solution activity. Mayo, 566 U.S. at 79. Similarly, the Federal Circuit has held that mere data- gathering steps “cannot make an otherwise nonstatutory claim statutory.” CyberSource, 654 F.3d at 1370 (quoting Grams, 888 F.2d at 840). The Federal Circuit has also held that (1) presenting offers to potential customers and (2) gathering statistics concerning customer responses were “conventional data-gathering activities that d[id] not make the claims patent eligible.” OIP Techs., 788 F.3d at 1363–64. Consistent with those Appeal 2018-005097 Application 13/927,687 16 decisions, the Manual of Patent Examining Procedure (“MPEP”) identifies “gathering data” as an example of insignificant pre-solution activity. MPEP § 2106.05(g) (9th ed. rev. 08.2017 Jan. 2018). Here, the data-collecting limitations amount to mere data-gathering steps and require nothing unconventional or significant. See Final Act. 13; Ans. 6; see also Classen Immunotherapies, Inc. v. Biogen IDEC, 659 F.3d 1057, 1067 (Fed. Cir. 2011) (analogizing “data gathering” to “insignificant extra-solution activity”). For example, the Specification describes obtaining a truth set of viewers by “purchasing or otherwise acquiring data.” Spec. 8:11–12. Hence, the data-collecting limitations do not help integrate the recited abstract ideas into a practical application. Appellants contend that the claims contain “concrete limitations that improve computing systems implementing online media campaigns within a real-time bidding environment” by increasing computing system “efficiency and accuracy.” App. Br. 15; Reply Br. 1–2; see App. Br. 1–2, 17, 27–28. Appellants assert that the claims permit computing systems to “implement campaigns that more accurately target desired audiences, that generate more efficient and accurate bid responses, and that reduce resources required to process and manage unnecessary purchases within the real-time bidding environment.” App. Br. 17; Reply Br. 4–5; see App. Br. 16, 26; Reply Br. 7. Appellants urge that “[t]hese are technical improvements to implementing computing systems, not abstract ideas.” Reply Br. 5; see App. Br. 29–30. We disagree. The claims do not recite an improvement in computer, network, or database functionality. See Ans. 11, 18. Instead, the claims use a computer, network, and database in their ordinary capacities to perform “basic calculation, storage, and transmission functions.” See App. Br. Appeal 2018-005097 Application 13/927,687 17 31–45; Spec. 8:8–12:19, 14:9–15:22; Final Act. 13–14; Ans. 11–12, 17; see also Alice, 573 U.S. at 226. In addition, the Specification does not describe an alleged deficiency in a computer, network, or database. See, e.g., Spec. 1:15–4:9, 4:29–5:22, 6:17–7:14, 9:19–29, 25:10–22; see also Ans. 11–12. Instead, the Specification identifies an alleged deficiency in information available for advertising purposes, i.e., information “forming a foundation for the prediction of Gross Rating Points (GRPs) for online advertising media campaigns” and “other functionalities related to real-time bidding for electronic media impression auctions.” Spec. 3:29–4:9, 4:31–5:11; see id. at 25:10–22. As the Examiner correctly reasons, “[t]he invention seeks to solve the non-technical problem of allowing advertising agencies to ‘guarantee the reach of a campaign ahead of time’ through the ‘prediction of GRPs for a campaign,’” thus allowing advertising agencies “to demand a higher bid price.” Ans. 9–10 (citations omitted); see id. at 11–12, 18. The problem of predicting gross rating points for an advertising campaign concerns a business issue, not a technological challenge. See id. at 11–12, 18. Further, the Specification fails to support Appellants’ assertions about “reduc[ing] resources required to process and manage unnecessary purchases within the real-time bidding environment.” See, e.g., Spec. 1:15–4:9, 4:29–5:22, 25:10–22; App. Br. 16–17, 26; Reply Br. 4–5, 7. The alleged reduction in “resources” seems to concern cost savings resulting from more accurately targeted advertising. See App. Br. 17; Reply Br. 4–5. Appellants argue that the “claims are on all fours with the claims in Enfish.” App. Br. 15 (citing Enfish, LLC v. Microsoft Corp., 822 F.3d 1327 Appeal 2018-005097 Application 13/927,687 18 (Fed. Cir. 2016)). Appellants assert that “[s]imilar to Enfish, the focus of the claims as a whole is not an abstract idea, but improvements to computer functionality and/or a technological process.” Id. We disagree. The claims in Enfish recited a “specific improvement to the way computers operate,” i.e., an improved database configuration that permitted faster and more efficient searching. Enfish, 822 F.3d at 1330–33, 1336. Further, the Federal Circuit has explained that the claims in Enfish “did more than allow computers to perform familiar tasks with greater speed and efficiency” and “actually permitted users to launch and construct databases in a new way.” Finjan, Inc. v. Blue Coat Sys., Inc., 879 F.3d 1299, 1305 (Fed. Cir. 2018). Unlike the claims in Enfish, the claims here use a computer, network, and database in their ordinary capacities. See Secured Mail Sols. LLC v. Universal Wilde, Inc., 873 F.3d 905, 910 (Fed. Cir. 2017) (explaining that the claims in Enfish “focused on an improvement to computer functionality itself, not on economic or other tasks for which a computer is used in its ordinary capacity”). The claims here do not recite an advance in hardware or software that, for example, causes a computer itself or a database itself to operate faster or more efficiently. See App. Br. 31–45. Nor do the claims require an unconventional network configuration. See id. Instead, the claimed “online network” provides a generic environment for implementing the recited abstract ideas. See Final Act. 11–12; Ans. 5. Appellants analogize the claims here to the claims in Diehr, the claims in DDR Holdings, and the claims in McRO. App. Br. 23–28 (citing DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245 (Fed. Cir. 2014); McRO, Appeal 2018-005097 Application 13/927,687 19 Inc. v. Bandai Namco Games Am. Inc., 837 F.3d 1299 (Fed. Cir. 2016)). But the claims here do not resemble the claims in any of those cases. In Diehr, the “claims involve[d] the transformation of . . . raw, uncured synthetic rubber, into a different state or thing,” namely, cured synthetic rubber, and they “describe[d] in detail a step-by-step method for accomplishing” that transformation. Diehr, 450 U.S. at 184. Unlike the claims in Diehr, the claims here do not include steps producing an analogous change in a physical object. In DDR Holdings, the Federal Circuit determined that certain claims satisfied Mayo/Alice step two because “the claimed solution amount[ed] to an inventive concept for resolving [a] particular Internet-centric problem,” i.e., a challenge unique to the Internet. DDR Holdings, 773 F.3d at 1257–59; see Synopsys, Inc. v. Mentor Graphics Corp., 839 F.3d 1138, 1151 (Fed. Cir. 2016) (noting that “[i]n DDR Holdings, we held that claims ‘directed to systems and methods of generating a composite web page that combines certain visual elements of a “host” website with content of a third-party merchant’ contained the requisite inventive concept”). The Federal Circuit explained that the patent-eligible claims specified “how interactions with the Internet are manipulated to yield a desired result . . . that overrides the routine and conventional sequence of events ordinarily triggered by the click of a hyperlink.” DDR Holdings, 773 F.3d at 1258. The court reasoned that those claims recited a technological solution “necessarily rooted in computer technology” that addressed a “problem specifically arising in the realm of computer networks.” Id. at 1257. According to the Federal Circuit, “DDR Holdings does not apply when . . . the asserted claims do not ‘attempt to solve a challenge particular Appeal 2018-005097 Application 13/927,687 20 to the Internet.’” Smart Sys. Innovations, LLC v. Chi. Transit Auth., 873 F.3d 1364, 1375 (Fed. Cir. 2017) (quoting In re TLI Commc’ns LLC Patent Litig., 823 F.3d 607, 613 (Fed. Cir. 2016)). The claims here do not attempt to solve a challenge particular to the Internet. See App. Br. 31–45. In McRO, the claims recited a “specific . . . improvement in computer animation” using “unconventional rules” that related “sub-sequences of phonemes, timings, and morph weight sets” to automatically animate lip synchronization and facial expressions for three-dimensional characters that only human animators could previously produce. McRO, 837 F.3d at 1302–03, 1307–08, 1313–15. In McRO, “the incorporation of the claimed rules” improved an existing technological process. Id. at 1314. Unlike the claims in McRO, the claims here do not improve an existing technological process. See Alice, 573 U.S. at 223 (explaining that “the claims in Diehr were patent eligible because they improved an existing technological process”); see also Ans. 9–12. As explained above, the claims here use a computer, network, and database in their ordinary capacities. Appellants assert that “the digital environment for real-time bidding for electronic media impressions introduces unique obstacles and problems when compared to conventional advertising.” App. Br. 24. Appellants also assert that “unique circumstances mandate bidding on digital advertising opportunities, selection of digital advertising content, and provision of digital advertising content over an online network within milliseconds, and thus create difficult challenges not inherent in traditional advertising.” Id. But the claims here do not cover methods or systems that decrease the time to bid on, select, or provide digital advertising. If anything, the invention increases the time to bid on, select, and provide digital advertising Appeal 2018-005097 Application 13/927,687 21 due to the limitations concerning determining polarized media properties and identifying polarized viewers. The data processing required by those limitations may take time to accomplish, e.g., depending on the amount of data processed. Instead of addressing a technological challenge, the invention endeavors to obtain information allegedly unavailable with conventional methods and systems for bidding on, selecting, and providing digital advertising. See Spec. 1:22–26, 3:15–4:9, 4:31–5:11; see id. at 25:10–22. According to the Specification, the invention purports to address the problem that electronic advertising agencies “have not previously been known to guarantee the reach of a campaign ahead of time” and instead “typically charge their advertisers and/or clients based on impressions at a guaranteed price per impression after the fact, and without guaranteeing that those impressions” match “specific viewer characteristics.” Id. at 3:15–20. Appellants admit that the invention addresses an alleged inability “to select online media campaigns based on reach” before running the campaigns. App. Br. 24. According to Appellants, that alleged inability caused “inefficiencies in purchases” of advertising because clients could “purchase impressions that either over- or under-perform relative to a targeted need.” Id. The “inefficiencies in purchases” of advertising concern a business issue, not a technological challenge. The 2019 Guidance identifies exemplary considerations indicating that additional elements in claims “may have integrated the [judicial] exception into a practical application.” 84 Fed. Reg. at 55 & nn.25–29 (citing MPEP §§ 2106.05(a)–(c), 2106.05(e)). As the above analysis indicates, we have evaluated Appellants’ arguments in light of those Appeal 2018-005097 Application 13/927,687 22 exemplary considerations. For the reasons discussed above, however, we determine that each independent claim as a whole does not integrate the recited abstract ideas into a practical application. Thus, each claim is directed to a judicial exception and does not satisfy § 101 under Mayo/Alice step one. MAYO/ALICE STEP TWO: PTO STEP 2B Because we determine that each independent claim is directed to a judicial exception, we “consider the elements of each claim both individually and ‘as an ordered combination’ to determine whether the additional elements” add enough to transform the “nature of the claim” into “significantly more” than the judicial exception. See Alice, 573 U.S. at 217–18, 221–22 (quoting Mayo, 566 U.S. at 78–79). Under Mayo/Alice step two, we “look with more specificity at what the claim elements add, in order to determine ‘whether they identify an “inventive concept” in the application of the ineligible subject matter’ to which the claim is directed.” Affinity Labs of Tex., LLC v. DIRECTV, LLC, 838 F.3d 1253, 1258 (Fed. Cir. 2016) (quoting Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350, 1353 (Fed. Cir. 2016)). An “inventive concept” requires more than “well-understood, routine, conventional activity already engaged in” by the relevant community. Rapid Litig. Mgmt. Ltd. v. CellzDirect, Inc., 827 F.3d 1042, 1047 (Fed. Cir. 2016) (quoting Mayo, 566 U.S. at 79–80). But a “non-conventional and non-generic arrangement of known, conventional pieces” may provide an “inventive concept” satisfying step two. BASCOM Glob. Internet Servs., Inc. v. AT&T Mobility LLC, 827 F.3d 1341, 1350 (Fed. Cir. 2016). Appeal 2018-005097 Application 13/927,687 23 As discussed above, the claims recite computer-system components as additional elements, i.e., “at least one processor,” “at least one non-transitory computer readable storage medium,” “an online network,” “a remote server,” “a historical database,” and “a database of polarized viewers.” App. Br. 31–45. The Examiner correctly finds that those additional elements correspond to “a generic, routine, and conventional computer system, well known in the art.” Final Act. 13–14; Ans. 6, 17–18. Consistent with the Examiner’s findings, the Specification describes the recited computer-system components generically and evidences their conventional nature. See Spec. 14:9–15:22. As an example, the Specification broadly describes a “computer system” as a “machine to perform any of the herein disclosed methodologies.” Id. at 4:25–27, 14:11–13, Fig. 4. The Specification explains that a “machine” may “comprise or include a network router, a network switch, a network bridge, [a] personal digital assistant (PDA), a cellular telephone, a Web appliance or any machine capable of executing or transmitting a sequence of instructions that specify actions to be taken.” Id. at 14:14–17. As another example, the Specification broadly describes a storage medium as “any mechanism for storing or transmitting information in a form readable by a machine,” including “read-only memory (ROM); random access memory (RAM); magnetic disk storage media; optical storage media; flash memory devices; electrical, optical, acoustical or other form of propagated signals, for example, carrier waves, infrared signals, digital signals, etc.; or any other type of media suitable for storing or transmitting information.” Id. at 15:15–22. Appeal 2018-005097 Application 13/927,687 24 In addition, the recited computer-system components operate to collect, manipulate, and communicate data. App. Br. 31–45. Court decisions have recognized that generic computer-system components operating to collect, manipulate, and communicate data are well understood, routine, and conventional to a skilled artisan. See, e.g., Alice, 573 U.S. at 226–27; SAP Am., 898 F.3d at 1164–65 & n.1, 1170; Apple, 842 F.3d at 1234, 1241–42; Symantec, 838 F.3d at 1316–20; Versata Dev. Grp., Inc. v. SAP Am., Inc., 793 F.3d 1306, 1334 (Fed. Cir. 2015); Ultramercial, 772 F.3d at 715–16; buySAFE, Inc. v. Google, Inc., 765 F.3d 1350, 1355 (Fed. Cir. 2014). “[I]nvocations of computers and networks that are not even arguably inventive are ‘insufficient to pass the test of an inventive concept in the application’ of an abstract idea.” Elec. Power, 830 F.3d at 1355 (quoting buySAFE, 765 F.3d at 1353). For example, the system claims in Alice recited a “data processing system” with a “communications controller” and a “data storage unit,” i.e., a “storage medium” or “database.” Alice, 573 U.S. at 226. The Supreme Court decided that the system claims failed to satisfy § 101 because “[n]early every computer” includes those generic components for performing “basic calculation, storage, and transmission functions” and the system claims simply implemented the same abstract idea as the method claims. Id. at 226–27. The Court reasoned that (1) “the system claims are no different from the method claims in substance”; (2) “[t]he method claims recite the abstract idea implemented on a generic computer”; and (3) “the system claims recite a handful of generic computer components configured to implement the same idea.” Id. at 226. Appeal 2018-005097 Application 13/927,687 25 Here, the recited computer-system components perform “basic calculation, storage, and transmission functions” that nearly every computer system performs. For instance, nearly every computer system manipulates data with a “processor,” stores data in a “storage medium” or “database,” and transmits data through an “online network.” Hence, those generic computer-system components do not satisfy the “inventive concept” requirement. See, e.g., Mortg. Grader, Inc. v. First Choice Loan Servs. Inc., 811 F.3d 1314, 1324–25 (Fed. Cir. 2016) (holding that “generic computer components such as an ‘interface,’ ‘network,’ and ‘database’” did not satisfy the “inventive concept” requirement); FairWarning IP, LLC v. Iatric Sys., Inc., 839 F.3d 1089, 1095–96 (Fed. Cir. 2016) (describing the claimed “microprocessor” and “user interface” as “generic computer elements”); Prism Techs. LLC v. T-Mobile USA, Inc., 696 F. App’x 1014, 1016–17 (Fed. Cir. 2017) (describing the claimed “authentication server,” “access server,” “Internet Protocol network,” “client computer device,” and “database” as “indisputably generic computer components”). We reach a similar conclusion concerning the data-collecting limitations, i.e., the “accessing” and “access” limitations. As discussed above, the data-collecting limitations amount to mere data-gathering steps and require nothing unconventional or significant. Consequently, the claimed insignificant extra-solution activity does not satisfy the “inventive concept” requirement. See, e.g., Mayo, 566 U.S. at 79–80; OIP Techs., 788 F.3d at 1363–64; CyberSource, 654 F.3d at 1370. For Mayo/Alice step two, Appellants argue eligibility separately for dependent claims 10 and 27. See App. Br. 26–27; Reply Br. 7–8. Claim 10 depends from claim 1 and further requires: Appeal 2018-005097 Application 13/927,687 26 generating a database of polarized viewers; identifying a look-alike viewer based on the database of polarized viewers; determining that the database of polarized viewers is not sufficient to meet campaign requirements, wherein the campaign requirements comprise at least one of reach or run time; and based on the determination that the database of polarized viewers is not sufficient to meet campaign requirements, adding the look-alike viewers to the database of polarized viewers. App. Br. 33–34. Claim 27 depends from claim 18 and includes limitations paralleling claim 10’s limitations. Id. at 42. Appellants argue that claims 10 and 27 implement an “approach [that] allows computing systems implementing online media campaigns in real- time bidding environments to dynamically modify targeted viewers” by “dynamically identify[ing] and add[ing] look-alike viewers to a database of polarized viewers to increase the target audience of a particular campaign.” App. Br. 27; Reply Br. 7. We disagree that claims 10 and 27 include limitations sufficient to satisfy the “inventive concept” requirement. The claimed “database of polarized viewers” functions like any conventional database to store data. See Final Act. 14; Ans. 6, 17. Further, the Examiner correctly finds that the “generating” and “adding” limitations in claims 10 and 27 perform “the well-understood, routine, and conventional” functions of “processing and storing data.” Ans. 17. In addition, the “identifying” and “determining” limitations in claims 10 and 27 recite mental processes, i.e., evaluations performed by a human mentally or with pen and paper. For example, a person could Appeal 2018-005097 Application 13/927,687 27 mentally compare information about a potential look-alike viewer with information about a polarized viewer to identify a look-alike viewer. Consistent with this, the Specification admits that “[l]ook-alike modeling has been used for some time in advertising campaigns.” Spec. 13:15–16. Moreover, a person could mentally compare a database population size to a required population size to evaluate database sufficiency. As noted above, the 2019 Guidance identifies an evaluation performed by a human mentally or with pen and paper as a mental process, and thus an abstract idea. 84 Fed. Reg. at 52 & nn.14–15. “Whether a combination of claim limitations supplies an inventive concept that renders a claim ‘significantly more’ than an abstract idea to which it is directed is a question of law.” BSG Tech LLC v. BuySeasons, Inc., 899 F.3d 1281, 1290 (Fed. Cir. 2018). Given the claimed generic computer-system components that perform generic computer functions and the claimed insignificant extra-solution activity, we conclude that the combination of limitations in each of independent claims 1, 12, 18, and 29 and dependent claims 10 and 27 does not supply an “inventive concept” that renders the claim “significantly more” than an abstract idea. Thus, each claim does not satisfy § 101 under Mayo/Alice step two. SUMMARY FOR PATENT ELIGIBILITY For the reasons discussed above, Appellants’ arguments have not persuaded us of any error in the Examiner’s findings or conclusions under Mayo/Alice step one or step two. Hence, we sustain the § 101 rejection of independent claims 1, 12, 18, and 29 and dependent claims 10 and 27. We also sustain the § 101 rejection of the other dependent claims because Appeal 2018-005097 Application 13/927,687 28 Appellants do not argue eligibility separately for them. See 37 C.F.R. § 41.37(c)(1)(iv). The § 112 ¶ 2 Rejection of Claims 32–34 Appellants do not contest the § 112 ¶ 2 rejection. App. Br. 30 n.1. Because Appellants do not contest that rejection, we summarily sustain that rejection. See In re Berger, 279 F.3d 975, 980, 984–85 (Fed. Cir. 2002) (holding that the Board did not err in sustaining a rejection under 35 U.S.C. § 112 ¶ 2 when the appellant failed to contest the rejection on appeal); see also MPEP § 1205.02 (explaining that “[a]n appellant’s brief must present arguments responsive to every ground of rejection stated by the examiner in the Office action from which the appeal has been taken (as modified by any advisory action and/or pre-appeal brief conference decision)”). DECISION We affirm the Examiner’s decision to reject claims 1–6, 8–23, and 25–34. No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(1)(iv). See 37 C.F.R. § 41.50(f). AFFIRMED Copy with citationCopy as parenthetical citation