Liang Gou et al.Download PDFPatent Trials and Appeals BoardOct 4, 201914453081 - (D) (P.T.A.B. Oct. 4, 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. 14/453,081 08/06/2014 Liang Gou ARC920130154US1 2920 141852 7590 10/04/2019 IBM CORP. (WIP) c/o WALDER INTELLECTUAL PROPERTY LAW, P.C. 1701 N. COLLINS BLVD. SUITE 2100 RICHARDSON, TX 75080 EXAMINER ZIMMERMAN, MATTHEW E ART UNIT PAPER NUMBER 3684 MAIL DATE DELIVERY MODE 10/04/2019 PAPER 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. PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte LIANG GOU, ADITYA PAL, FEI WANG, and MICHELLE X. ZHOU ____________ Appeal 2018-008387 Application 14/453,081 Technology Center 3600 ____________ Before KARA L. SZPONDOWSKI, SCOTT B. HOWARD, and STEVEN M. AMUNDSON, Administrative Patent Judges. AMUNDSON, Administrative Patent Judge. DECISION ON APPEAL Appellant1 seeks our review under 35 U.S.C. § 134(a) from a final rejection of claims 1–20, i.e., all pending claims. 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 International Business Machines Corporation. Appeal Br. 2. Appeal 2018-008387 Application 14/453,081 2 STATEMENT OF THE CASE The Invention According to the Specification, the invention concerns “matching products to users in ecommerce environments.” Spec. ¶ 1.2 The Specification explains that (1) “[b]rands and users are matched by determining their personalities and pairing them based on user-brand associations”; (2) “[m]odeling parameters are estimated based on the personalities of each pair”; (3) “[a]dditional pairs of users and brands having unknown associations are identified” and scored “based on the modelling parameters”; and (4) “[b]rands and users having unknown associations are matched based on their correlations scores matching one or more criteria.” Id. at 51 (Abstract). The Specification also explains that “[t]he greater the correlation between user characteristics that consistently and distinctively describe the user’s actual or ideal identity, and those that describe a brand,” the “greater the likelihood may be that the user will prefer the brand to other brands.” Id. ¶ 2. Hence, the invention endeavors to “utilize personalities associated with a brand” to “match the brand” to “one or more users.” Id. ¶ 3. Exemplary Claim Independent claim 1 exemplifies the claims at issue and reads as follows: 2 This decision uses the following abbreviations: “Spec.” for the Specification, filed August 6, 2014; “Final Act.” for the Final Office Action, mailed December 13, 2017; “Appeal Br.” for the Appeal Brief, filed May 11, 2018; “Ans.” for the Examiner’s Answer, mailed June 27, 2018; and “Reply Br.” for the Reply Brief, filed August 24, 2018. Appeal 2018-008387 Application 14/453,081 3 1. A method, in a data processing system comprising at least one memory and at least one processor, the method comprising: configuring the at least one memory with instructions, which are executed by the at least one processor and configure the at least one processor to implement a matching system for matching brands to users and a database; determining, by a personality scale determination module executing within the matching system, personalities of a set of users and of a set of brands stored in the database; identifying, by the matching system, a first set of user- brand pairs, wherein elements of each pair in the first set of user-brand pairs have known associations stored in the database; estimating, by a parameter estimation module executing within the matching system, one or more modelling parameters based on the first set of user-brand pairs; identifying, by an analytics tool executing within the matching system, a second set of user-brand pairs, wherein elements of each pair in the second set of user-brand pairs have unknown associations stored in the database; determining, by a user-brand affinity score determination module executing within the matching system, correlations between elements of one or more pairs in the second set of user- brand pairs based on the modelling parameters; matching, by a selection module executing within the matching system, based on the correlations, one or more of: a select set of brands whose corresponding correlation to a given user satisfies a first threshold criteria; or a select set of users whose corresponding correlation to a given brand satisfies a second threshold criteria; wherein the first and second threshold criteria are identical or different; Appeal 2018-008387 Application 14/453,081 4 generating, by a recommendation module executing within the matching system, a recommendation comprising information specifying the selected set of brands or the selected set of users; and transmitting, by the matching system, the recommendation to a user. Appeal Br. 19–20 (Claims App.). The Rejection on Appeal Claims 1–20 stand rejected under 35 U.S.C. § 101 as directed to patent-ineligible subject matter. Final Act. 2–6. ANALYSIS We have reviewed the rejection in light of Appellant’s arguments that the Examiner erred. For the reasons explained below, we agree with the Examiner’s conclusion concerning ineligibility under § 101. We adopt the Examiner’s findings and reasoning in the Final Office Action and Answer. See Final Act. 2–7; Ans. 3–8. We provide the following to address and emphasize specific findings and arguments. 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 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. Appeal 2018-008387 Application 14/453,081 5 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 Appellant had the benefit of the 2019 Guidance when presenting 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 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 Appeal 2018-008387 Application 14/453,081 6 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 “using parameters, correlations, and personalities to match brands to users and generate recommendations.” Final Act. 4–5 (emphasis omitted); see Ans. 5; Spec., 51 (Abstract). The Examiner explains that “such activity is considered a ‘certain method of organizing human activity’” because it involves (1) “interpersonal and intrapersonal activities, such as advertising, marketing, and sales activities or behaviors,” and (2) “the economy and commerce, such as the performance of financial transactions.” Final Act. 4–5; see Ans. 5–6. Appeal 2018-008387 Application 14/453,081 7 Appellant disputes that independent claims 1, 8, and 15 are directed to an abstract idea. See Appeal Br. 7–17; Reply Br. 2–7. Appellant asserts that the Examiner “oversimplifies and generalizes the claimed invention.” Appeal Br. 8–9, 14. Appellant argues that the claims recite (1) “absolutely no human activity, interpersonal or intrapersonal activities, advertising activities, marketing activities, or sales activities” and (2) “absolutely no performance of financial transactions.” Id. at 10. But Appellant concedes that the “claims recite advertising or marketing” by “recit[ing] outputting a recommendation to a user in the final step.” Id. We disagree that the Examiner errs under Mayo/Alice step one. 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. 4–5; Ans. 5–6; see also SAP Am., 898 F.3d at 1167. In addition, we determine that the claims recite abstract ideas falling within one of the three groupings of abstract ideas specified in the 2019 Guidance, i.e., “certain methods of organizing human activity.” See 84 Fed. Reg. at 51–52. The 2019 Guidance explains that “certain methods of organizing human activity” include “advertising, marketing or sales activities or behaviors.” Id. at 52. For the reasons explained below, each independent claim recites “advertising, marketing or sales activities or behaviors” in various limitations. For instance, claim 1 recites the following limitations: ● “configuring . . . a matching system for matching brands to users”; ● “determining . . . personalities of a set of users and of a set of brands”; Appeal 2018-008387 Application 14/453,081 8 ● “identifying . . . a first set of user-brand pairs, wherein elements of each pair in the first set of user-brand pairs have known associations”; ● “estimating . . . one or more modelling parameters based on the first set of user-brand pairs”; ● “identifying . . . a second set of user-brand pairs, wherein elements of each pair in the second set of user-brand pairs have unknown associations”; ● “determining . . . correlations between elements of one or more pairs in the second set of user-brand pairs”; ● “matching . . . one or more of: a select set of brands whose corresponding correlation to a given user satisfies a first threshold criteria; or a select set of users whose corresponding correlation to a given brand satisfies a second threshold criteria; wherein the first and second threshold criteria are identical or different”; ● “generating . . . a recommendation comprising information specifying the selected set of brands or the selected set of users”; and ● “transmitting . . . the recommendation to a user.” Appeal Br. 19–20. Claims 8 and 15 recite similar limitations. Id. at 22–23, 25–27. The above-identified limitations encompass “advertising, marketing or sales activities or behaviors” because they (1) determine brand personalities and user personalities, (2) manipulate personality data to match brands to users, and (3) recommend a brand to a user based on personality data. In short, the limitations relate to targeted advertising. 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 Techs., Inc. v. Amazon.com, Inc., 788 F.3d 1359, 1361–63 Appeal 2018-008387 Application 14/453,081 9 (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”). In addition, targeted advertising and the “tailoring of content based on information about the user . . . 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). Appellant asserts that “advertising is outside the scope of the claim.” Reply Br. 6. But Appellant concedes that the “claims recite advertising or marketing” by “recit[ing] outputting a recommendation to a user in the final step.” Appeal Br. 10. Further, each independent claim recites “matching brands to users.” Id. at 19, 22, 25–26. And “matching brands to users” corresponds to “advertising, marketing or sales activities or behaviors,” i.e., targeted advertising. Mayo/Alice Step One: PTO Step 2A Prong Two Because we determine that each independent claim recites an abstract idea, we consider whether each claim as a whole integrates the recited abstract idea 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. Appeal Br. 19–20, 22–23, 25–27. Specifically, method claim 1 recites a “processor,” a “memory,” and a “database.” Id. at 19–20. System claim 8 recites (1) a “computer device” with a “processor” and Appeal 2018-008387 Application 14/453,081 10 a “storage device” and (2) a “database.” Id. at 22–23. Product claim 15 recites a “processor,” a “storage device,” and a “database.” Id. at 25–27. We determine that each independent claim as a whole does not integrate the recited abstract idea into a practical application because the additional elements do not impose meaningful limits on the abstract idea. See 84 Fed. Reg. at 53–54; see also Final Act. 3–7; Ans. 3–8. Instead, the claimed computer-system components constitute generic computer-system components that perform generic computer functions. See Final Act. 6; Spec. ¶¶ 100–106, 111–116. Appellant contends that the “claims are not merely generic computing elements performing generic computing functions.” Appeal. Br. 7. But the claimed computer-system components operate in their ordinary capacities to collect, manipulate, and communicate data. Appellant does not explain how the claimed computer-system components do anything other than collect, manipulate, and communicate data. See id. at 7–17. Appellant argues that the “claims are directed to eliminating human activity from the process of matching brands to users by automating that process.” Appeal Br. 8. “But the need to perform tasks automatically is not a unique technical problem.” Cellspin Soft, Inc. v. Fitbit, Inc., 927 F.3d 1306 (Fed. Cir. 2019). Thus, the “mere automation of manual processes using generic computers does not” suffice for patent eligibility. Credit Acceptance Corp. v. Westlake Servs., 859 F.3d 1044, 1055 (Fed. Cir. 2017). Appellant contends that the claimed invention (1) “is rooted in computer technology,” (2) “addresses a problem specific to computer technology,” and (3) provides “a technological solution to a technological Appeal 2018-008387 Application 14/453,081 11 problem for matching brands to users.” Appeal Br. 7. But Appellant admits that “matching brands to users is not a technology.” Reply Br. 7. We agree that matching brands to users is not a technological problem. As the Examiner reasons, matching brands to users “is not a problem that specifically arose because of the creation of computers and the Internet.” Ans. 4; see Final Act. 7; Ans. 3. And as the Examiner also reasons, “‘using a personality scale determination module, one or more modelling parameters, an analytics tool, and correlations between elements of one or more pairs in the second set of user-brand pairs based on the modelling parameters to match brands to users and generate recommendations’ is not a technology or technical field” for § 101 purposes. Ans. 7 (quoting Appeal Br. 12). Additionally, in Bilski the Supreme Court did not view balancing risk positions as a technological problem. See Bilski v. Kappos, 561 U.S. 593, 599, 609–13 (2010). Moreover, in Alice the Court did not view mitigating settlement risk as a technological problem. See Alice, 573 U.S. at 212–14 & n.2, 219–23. Here, matching brands to users parallels balancing risk positions in Bilski and mitigating settlement risk in Alice. Appellant contends that the claims concern the “the technological field of artificial intelligence.” Appeal Br. 10–11; see Reply Br. 2, 6. Further, Appellant asserts that the claims employ “artificial intelligence” to “create a new computer tool that performs activities that would normally require human intelligence.” Reply Br. 6–7. Appellant’s arguments do not persuade us of Examiner error because they rest on unclaimed features. The claims do not require “artificial intelligence.” Unclaimed features do not support patent eligibility. See Appeal 2018-008387 Application 14/453,081 12 ChargePoint, Inc. v. SemaConnect, Inc., 920 F.3d 759, 769 (Fed. Cir. 2019); Berkheimer v. HP Inc., 881 F.3d 1360, 1369–70 (Fed. Cir. 2018); Two-Way Media Ltd. v. Comcast Cable Commc’ns, LLC, 874 F.3d 1329, 1338–39 (Fed. Cir. 2017); Intellectual Ventures I LLC v. Erie Indem. Co., 850 F.3d 1315, 1331–32 (Fed. Cir. 2017). Consistent with the claims, the Specification does not discuss “artificial intelligence.” Appellant analogizes the claims here to the claims in the following cases: McRO, Inc. v. Bandai Namco Games America Inc., 837 F.3d 1299 (Fed. Cir. 2016); Enfish, LLC v. Microsoft Corp., 822 F.3d 1327 (Fed. Cir. 2016); and Finjan, Inc. v. Blue Coat Systems, Inc., 879 F.3d 1299, 1305 (Fed. Cir. 2018). See, e.g., Appeal Br. 11–15; Reply Br. 4–5. But the claims here do not resemble the claims in any of those cases. 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. The Federal Circuit decided that the claims satisfied § 101 under Mayo/Alice step one because “the incorporation of the claimed rules” improved an existing technological process. Id. at 1314–16. 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 Final Act. 6–7; Ans. 6–8. The Examiner correctly finds that the claims do not recite “an improvement in a computer” Appeal 2018-008387 Application 14/453,081 13 or “an improvement in another technology or technical field.” Final Act. 6; see Ans. 6–7. In Enfish, the Federal Circuit decided that the claims satisfied § 101 under Mayo/Alice step one because they 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, 1339. 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, 879 F.3d at 1305; see also 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”). In Finjan, the claims recited “a system and method for providing computer security by attaching a security profile to a downloadable,” i.e., “an executable application program . . . downloaded from a source computer and run on [a] destination computer.” Finjan, 879 F.3d at 1302–03. The claimed “security profile” included “details about the suspicious code in the received downloadable,” such as “all potentially hostile or suspicious code operations that may be attempted by” the downloadable. Id. at 1304. The Federal Circuit explained that the claimed “security profile” produced “a new kind of file that enable[d] a computer security system to do things it could not do before.” Id. at 1304–05. The court decided that the claims satisfied § 101 under Mayo/Alice step one because they provided an “improvement in computer functionality.” Id. at 1305–06. Appeal 2018-008387 Application 14/453,081 14 Unlike the claims in Enfish and Finjan, the claims here do not provide an improvement in computer functionality. See Final Act. 6–7; Ans. 6–8. For instance, the claims do not recite an advance in hardware or software that causes a processor itself or a memory itself to operate faster or more efficiently. As discussed above, the Examiner correctly finds that the claims do not recite “an improvement in a computer” or “an improvement in another technology or technical field.” Final Act. 6; see Ans. 6–7. 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 Manual of Patent Examining Procedure §§ 2106.05(a)–(c), 2106.05(e) (9th ed. rev. 08.2017 Jan. 2018)). As the above analysis indicates, we have evaluated Appellant’s arguments in light of those exemplary considerations. For the reasons discussed above, however, we determine that each independent claim as a whole does not integrate the recited abstract idea 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 Appeal 2018-008387 Application 14/453,081 15 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). As discussed above, the independent claims recite computer-system components, i.e., a “computer device,” a “processor,” a “memory” or “storage device,” and a “database.” Appeal Br. 19–20, 22–23, 25–27. As also discussed above, the claimed computer-system components constitute generic computer-system components that perform generic computer functions. See Final Act. 6; Spec. ¶¶ 100–106, 111–116. The Specification describes the claimed computer-system components generically and evidences their conventional nature. See Spec. ¶¶ 100–106, 111–116. As an example, the Specification describes a “computing device” as including the following “internal components”: ● “one or more processors”; ● “one or more computer-readable RAMs”; ● “one or more computer-readable ROMs”; ● “one or more buses”; ● “one or more operating systems”; and Appeal 2018-008387 Application 14/453,081 16 ● “one or more computer-readable tangible storage devices.” Id. ¶ 100. As another example, the Specification describes a “storage device” as “an electronic storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing.” Spec. ¶ 112. Further, the Specification identifies the following items for use as a “memory”: a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), a static random access memory (SRAM), a portable compact disc read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanically encoded device such as punch-cards or raised structures in a groove having instructions recorded thereon, and any suitable combination of the foregoing. Id. In addition, the Specification describes a “processor” as part of “a general purpose computer, special purpose computer, or other programmable data processing apparatus.” Id. ¶ 116. Simply implementing an abstract idea using conventional machines or devices “add[s] nothing of substance.” See Alice, 573 U.S. at 226–27; see also Mayo, 566 U.S. at 84–85 (explaining that “simply implementing a mathematical principle on a physical machine” does not suffice for patent eligibility) (citing Gottschalk v. Benson, 409 U.S. 63, 64–65, 71 (1972)). Moreover, the claimed computer-system components operate to collect, manipulate, and communicate data. Appeal Br. 19–20, 22–23, 25–27; see Final Act. 6; Ans. 6–8. Court decisions have recognized that generic computer-system components operating to collect, manipulate, and Appeal 2018-008387 Application 14/453,081 17 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; Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1316–20 (Fed. Cir. 2016) (“Symantec”); Versata Dev. Grp., Inc. v. SAP Am., Inc., 793 F.3d 1306, 1334 (Fed. Cir. 2015); Ultramercial, Inc. v. Hulu, LLC, 772 F.3d 709, 715–16 (Fed. Cir. 2014); buySAFE, Inc. v. Google, Inc., 765 F.3d 1350, 1355 (Fed. Cir. 2014). For example, the system claims in Alice recited a “data processing system” (e.g., a “processor”) with a “communications controller” and a “data storage unit” (e.g., a “storage device,” “memory,” 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. Here, the claimed computer-system components perform “basic calculation, storage, and transmission functions” that nearly every computer system performs. Appeal Br. 19–20, 22–23, 25–27; see Final Act. 6; Ans. 6–8. For instance, nearly every computer system includes a “processor” for manipulating data and a “storage device,” “memory,” or “database” for storing data. Hence, those generic computer-system components do not satisfy the “inventive concept” requirement. See, e.g., Appeal 2018-008387 Application 14/453,081 18 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”). Insofar as Appellant relies on the recited abstract ideas to satisfy the “inventive concept” requirement, Appellant wrongly does so. See, e.g., Appeal Br. 7–17; Reply Br. 2–7. A “claimed invention’s use of the ineligible concept,” e.g., an abstract idea, “cannot supply the inventive concept that renders the invention ‘significantly more’ than that ineligible concept.” BSG Tech LLC v. BuySeasons, Inc., 899 F.3d 1281, 1290 (Fed. Cir. 2018). “[U]nder the Mayo/Alice framework, a claim directed to a newly discovered” abstract idea “cannot rely on the novelty of that discovery for the inventive concept necessary for patent eligibility.” Genetic Techs. Ltd. v. Merial L.L.C., 818 F.3d 1369, 1376 (Fed. Cir. 2016). Appellant asserts that the “combination of elements is inventive when compared to the cited prior art.” Appeal Br. 16–17; see Reply Br. 7. But the absence of anticipation and obviousness “does not resolve the question of whether the claims embody an inventive concept” under Mayo/Alice step two. Symantec, 838 F.3d at 1315; see SAP Am., 898 F.3d at 1163. “The search for a § 101 inventive concept” differs “from demonstrating § 102 Appeal 2018-008387 Application 14/453,081 19 novelty.” Synopsys, Inc. v. Mentor Graphics Corp., 839 F.3d 1138, 1151 (Fed. Cir. 2016); see Two-Way Media, 874 F.3d at 1340. “The ‘novelty’ of any element[s] or steps” in a claim or even the claim itself “is of no relevance in determining whether the subject matter of a claim” satisfies § 101. Diehr, 450 U.S. at 189–90. Appellant quotes PTO guidance3 about Berkheimer. Appeal Br. 16–17. Appellant then asserts that “[t]he Examiner has not established that the claims fail to claim significantly more than the abstract idea as a matter of fact.” Id. at 17; see Reply Br. 7. But the PTO guidance about Berkheimer explains that citations to court decisions may demonstrate “the well-understood, routine, conventional nature of the additional element(s).” Apr. 19, 2018 PTO Mem. 4. As discussed above, 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, 793 F.3d at 1334; Ultramercial, 772 F.3d at 715–16; buySAFE, 765 F.3d at 1355. Appellant argues that the “claims do not preempt all approaches.” Appeal Br. 14. That argument does not persuade us of Examiner error. While preemption may denote patent ineligibility, its absence does not establish patent eligibility. See FairWarning, 839 F.3d at 1098. For claims 3 USPTO Memorandum, Changes in Examination Procedure Pertaining to Subject Matter Eligibility, Recent Subject Matter Eligibility Decision (Berkheimer v. HP, Inc.) (Apr. 19, 2018). Appeal 2018-008387 Application 14/453,081 20 covering a patent-ineligible concept, preemption concerns “are fully addressed and made moot” by an analysis under the Mayo/Alice framework. Ariosa Diagnostics, Inc. v. Sequenom, Inc., 788 F.3d 1371, 1379 (Fed. Cir. 2015). “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, 899 F.3d at 1290. Given the claimed generic computer-system components that perform generic computer functions, we conclude that the combination of limitations in each independent claim 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 the Independent Claims 1, 8, and 15 For the reasons discussed above, each independent claim fails to satisfy § 101 under Mayo/Alice step one and step two. Hence, we sustain the § 101 rejection of the independent claims.4 4 In the event of continued prosecution, the Examiner should consider (1) the applicability of 35 U.S.C. § 112(f) to the limitations in the apparatus claims and (2) whether under 35 U.S.C. § 112(b) the Specification discloses adequate corresponding structure, e.g., a suitable algorithm, for accomplishing each function recited in a limitation. See, e.g., Advanced Ground Info. Sys., Inc. v. Life360, Inc., 830 F.3d 1341, 1349–50 (Fed. Cir. 2016); Williamson v. Citrix Online, LLC, 792 F.3d 1339, 1348–54 (Fed. Cir. 2015); EON Corp. IP Holdings LLC v. AT&T Mobility LLC, 785 F.3d 616, 624 (Fed. Cir. 2015). Where a means-plus-function limitation recites two or more functions, the specification “must disclose adequate corresponding structure to perform all of the claimed functions.” Media Rights Techs., Inc. v. Capital One Fin. Corp., 800 F.3d 1366, 1374 (Fed. Cir. 2015) (emphasis in original); see Williamson, 792 F.3d at 1351–52; see also Noah Sys., Inc. v. Appeal 2018-008387 Application 14/453,081 21 Dependent Claims 2–7, 9–14, and 16–20 We also sustain the § 101 rejection of dependent claims 2–7, 9–14, and 16–20 because Appellant does not argue eligibility separately for them. See Appeal Br. 6–17; Reply Br. 2–7; 37 C.F.R. § 41.37(c)(1)(iv). CONCLUSION We affirm the Examiner’s decision to reject claims 1–20. In summary: Claims Rejected 35 U.S.C. § Basis Affirmed Reversed 1–20 101 Eligibility 1–20 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 Intuit Inc., 675 F.3d 1302, 1318–19 (Fed. Cir. 2012) (means-plus-function limitation specifying two functions). Copy with citationCopy as parenthetical citation