Apple Inc.Download PDFPatent Trials and Appeals BoardJun 10, 20212020001407 (P.T.A.B. Jun. 10, 2021) 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. 14/750,600 06/25/2015 Rishab Aiyer Ghosh 04860.P22859XC2 7649 45217 7590 06/10/2021 WOMBLE BOND DICKINSON (US) LLP/ APPLE INC. Attn: IP Docketing P.O. Box 7037 Atlanta, GA 30357-0037 EXAMINER NGUYEN, LOAN T ART UNIT PAPER NUMBER 2158 NOTIFICATION DATE DELIVERY MODE 06/10/2021 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): FIP_Group@bstz.com PTO.MAIL@BSTZ.COM PTO.MAIL@BSTZPTO.COM PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte RISHAB AIYER GHOSH and VIPUL VED PRAKASH ____________ Appeal 2020-001407 Application 14/750,600 Technology Center 2100 ____________ Before KARL D. EASTHOM, SCOTT B. HOWARD, and STEVEN M. AMUNDSON, Administrative Patent Judges. HOWARD, Administrative Patent Judge. DECISION ON APPEAL Appellant1 appeals under 35 U.S.C. § 134(a) from the Examiner’s final rejection of claims 21–40, which constitute all of the claims pending in this application. Claim 1–20 have been cancelled. See Appeal Br. 19. 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 Apple Inc. Appeal Br. 2. Appeal 2020-001407 Application 14/750,600 2 THE INVENTION The disclosed and claimed invention is generally “directed to systems and methods for search queries, and more particularly to systems and methods that use reputation or influence scores in search queries.” Spec. ¶ 2.2 Claim 21, reproduced below, is illustrative of the claimed subject matter: 21. A non-transitory machine-readable medium containing executable program instructions which when executed by a data processing device cause the device to perform a method of ranking objects using reputation scores, comprising: determining reputation scores for one or more subjects based on connections, the reputation scores indicating reputations of the subjects and a subject is a representation of a user of a social network; receiving a plurality of citations, each citation representing an online posting in the social network of an expression of opinion by a subject on an object, wherein the object is an object that is accessible outside of the social network and each citation is represented as an edge in a citation graph of subject and object nodes; selecting a subset of citations for each object from the citations citing each object, the content of the citations in the selected subset matching one or more of search terms of a search query; assigning citation scores to a subset of a plurality of objects, the citation scores indicating relevance of the objects 2 We refer to the Specification filed June 25, 2015 (“Spec.”); Final Office Action mailed June 29, 2018 (“Final Act.”); Appeal Brief filed Mar. 25, 2019 (“Appeal Br.”); Examiner’s Answer mailed Oct. 16, 2019 (“Ans.”); and the Reply Brief filed Dec. 12, 2019 (“Reply Br.”). Appeal 2020-001407 Application 14/750,600 3 cited by citations and are determined based at least in part on matching one or more search terms with the content of the citations of the objects cited by citations by the one or more subjects; determining a selection score for each of the subset of a plurality of objects based on the citation scores for the objects cited by citations and the reputation scores for the subjects citing the objects cited by citations; and selecting and ranking the objects based on the selection scores of the objects. REFERENCES The prior art relied upon by the Examiner as evidence in rejecting the claims on appeal is: Name Reference Date Atazky et al. (“Atazky”) US 2007/0121843 A1 May 31, 2007 Xu et al. (“Xu”) US 8,086,605 B2 Dec. 27, 2011 Takashi et al. (“Takashi”) JP 2006-202253 Aug. 2006 REJECTIONS Claims 21–40 stand rejected under 35 U.S.C. § 101 as directed to patent-ineligible subject matter. Final Act. 8. Claims 21–40 stand rejected under pre-AIA 35 U.S.C. § 103(a) as unpatentable over Xu, Atazky, and Takashi. Final Act. 11. ANALYSIS Section 101 Rejection A. Section 101 An invention is patent eligible if it claims a “new and useful process, machine, manufacture, or composition of matter.” 35 U.S.C. § 101. However, the U.S. Supreme Court has long interpreted 35 U.S.C. § 101 to Appeal 2020-001407 Application 14/750,600 4 include implicit exceptions: “[l]aws of nature, natural phenomena, and abstract ideas” are not patentable. E.g., Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 216 (2014). In determining whether a claim falls within an excluded category, we are guided by the Court’s two-part framework, described in Mayo and Alice. Id. at 217–18 (citing Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 75–77 (2012)). In accordance with that framework, we first determine what concept the claim is “directed to.” See Alice, 573 U.S. at 219 (“On their face, the claims before us are drawn to the concept of intermediated settlement, i.e., the use of a third party to mitigate settlement risk.”); see also Bilski v. Kappos, 561 U.S. 593, 611 (2010) (“Claims 1 and 4 in petitioners’ application explain the basic concept of hedging, or protecting against risk.”). Concepts determined to be abstract ideas, and thus patent ineligible, include certain methods of organizing human activity, such as fundamental economic practices (Alice, 573 U.S. at 219–20; Bilski, 561 U.S. at 611); mathematical formulas (Parker v. Flook, 437 U.S. 584, 594–95 (1978)); and mental processes (Gottschalk v. Benson, 409 U.S. 63, 67 (1972)). Concepts determined to be patent eligible include physical and chemical processes, such as “molding rubber products” (Diamond v. Diehr, 450 U.S. 175, 191 (1981)); “tanning, dyeing, making waterproof cloth, vulcanizing India rubber, smelting ores” (id. at 182 n.7 (quoting Corning v. Burden, 56 U.S. 252, 267–68 (1853))); and manufacturing flour (Benson, 409 U.S. at 69 (citing Cochrane v. Deener, 94 U.S. 780, 785 (1876))). In Diehr, the claim at issue recited a mathematical formula, but the Court held that “a claim drawn to subject matter otherwise statutory does not Appeal 2020-001407 Application 14/750,600 5 become nonstatutory simply because it uses a mathematical formula.” Diehr, 450 U.S. at 187; see also id. at 191 (“We view respondents’ claims as nothing more than a process for molding rubber products and not as an attempt to patent a mathematical formula.”). Having said that, the Court also indicated that a claim “seeking patent protection for that formula in the abstract . . . is not accorded the protection of our patent laws, and this principle cannot be circumvented by attempting to limit the use of the formula to a particular technological environment.” Id. (citation omitted) (citing Benson and Flook); see, e.g., id. at 187 (“It is now commonplace that an application of a law of nature or mathematical formula to a known structure or process may well be deserving of patent protection.”). If the claim is “directed to” an abstract idea, we turn to the second step of the Alice and Mayo framework, where “we must examine the elements of the claim to determine whether it contains an ‘inventive concept’ sufficient to ‘transform’ the claimed abstract idea into a patent- eligible application.” Alice, 573 U.S. at 221 (quotation marks omitted). “A claim that recites an abstract idea must include ‘additional features’ to ensure ‘that the [claim] is more than a drafting effort designed to monopolize the [abstract idea].’” Id. (alterations in original) (quoting Mayo, 566 U.S. at 77). “[M]erely requir[ing] generic computer implementation[] fail[s] to transform that abstract idea into a patent-eligible invention.” Id. A. USPTO Section 101 Guidance In January 2019, the U.S. Patent and Trademark Office (USPTO) published revised guidance on the application of § 101.3 The Manual of 3 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (Jan. 7, 2019) (“2019 Revised Guidance”). In response to received public Appeal 2020-001407 Application 14/750,600 6 Patent Examining Procedure (“MPEP”) now incorporates this revised guidance and subsequent updates at Section 2106 (9th ed. rev. 10.2019 June 2020).4 Under MPEP § 2106, we first look to whether the claim recites: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activity such as a fundamental economic practice, or mental processes) (“Step 2A, Prong One”); and (2) additional elements that integrate the judicial exception into a practical application (“Step 2A, Prong Two”).5 MPEP § 2106.04(a), (d). Only if a claim (1) recites a judicial exception and (2) does not integrate that exception into a practical application, do we then look, under Step 2B, to whether the claim: (3) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, conventional” in the field; or comments, the Office issued further guidance on October 17, 2019, clarifying the 2019 Revised Guidance. USPTO, October 2019 Update: Subject Matter Eligibility (the “October 2019 Update”). “All USPTO personnel are, as a matter of internal agency management, expected to follow the guidance.” 84 Fed. Reg. at 51; see also October 2019 Update at 1. 4 All references to the MPEP are to the Ninth Edition, Revision 10.2019 (Last Revised June 2020), unless otherwise indicated. 5 “Examiners evaluate integration into a practical application by (a) identifying whether there are any additional elements recited in the claim beyond the judicial exception, and (b) evaluating those additional elements individually and in combination to determine whether the claim as a whole integrates the exception into a practical application.” MPEP § 2106.04(d)II. Appeal 2020-001407 Application 14/750,600 7 (4) simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception.6 MPEP § 2106.05(d). USPTO Step 2A, Prong 1 The Examiner determines that the claimed invention is “directed to the abstract idea of . . . enabl[ing] a person to obtain information useful in search queries.” Final Act. 8. Specifically, the Examiner concludes that the claimed invention is directed to a mental process. Ans. 3. The Examiner concludes that the claimed “determining,” “selecting,” “assigning,” “selecting and ranking” limitations “are processes of gathering, analyzing, and manipulating data, which may be done mentally/by hand and falls under the ‘Mental Processes’ grouping of abstract ideas.” Id. at 3–4. The Examiner compares the claimed invention to the abstract ideas of “collecting information, analyzing it, and displaying certain results of the collection and analysis,” and “collecting, displaying, and manipulating data.” Final Act. 8 (citing Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350 (Fed. Cir. 2016); Intellectual Ventures I LLC v. Capital One Fin. Corp., 850 F.3d 1332 (Fed. Cir. 2017)). Appellant argues that the claimed subject matter does not recite an abstract idea and instead is “directed to ranking objects using reputation scores using a citation graph, where each citation in the citation graph is represented as an edge in a citation graph of subject and object nodes.” 6 This corresponds to Alice part two where it is determined whether the claim contains an ‘inventive concept’ sufficient to ‘transform’ the claimed abstract idea into a patent-eligible application.” Alice, 573 U.S. at 221. Appeal 2020-001407 Application 14/750,600 8 Appeal Br. 11. Specifically, Appellant argues that the claimed invention cannot be characterized as an abstract idea because it recites “a series of steps to using a citation graph to rank objects.” Id. We are not persuaded by Appellant’s arguments that the Examiner erred. As relevant here, the Guidance explains that mental processes include “concepts performed in the human mind,” such as “an observation, evaluation, judgment, [or] opinion.” 2019 Revised Guidance, 84 Fed. Reg. at 52. The each limitation of claim 21—with the exception of the preamble—is a step of observation, evaluation, and judgment that can be practically performed by a human, either mentally or with the use of pen and paper. Specifically, the claim limitations are directed to (i) determining reputation scores for subjects (analyzing information using evaluation and judgment); (ii) receiving citations representing online opinion postings about objects and represented as edges in a citation graph (collecting and manipulating information for evaluation and judgment); (iii) selecting citations and assigning citation scores indicating relevance of cited objects (analyzing information using evaluation and judgment); (iv) determining selection scores based on reputation scores and citation scores (analyzing information using evaluation and judgment); and (v) selecting and ranking objects based on the determined selection scores (analyzing information using evaluation and judgment). Each of those steps, both individually and as a combination, can be performed by a human, either mentally or with the aid of paper and pencil, which is similar to the claims considered patent ineligible as mental Appeal 2020-001407 Application 14/750,600 9 processes in Electric Power. See Elec. Power, 830 F.3d at 1353, 1355 (“collecting information, analyzing it, and displaying certain results of the collection and analysis” are “abstract-idea processes,” and “selecting information, by content or source, for collection, analysis, and display does nothing significant to differentiate a process from ordinary mental processes”); see also SmartGene, Inc. v. Advanced Biological Labs., SA, 555 F. App’x 950, 955 (Fed. Cir. 2014) (“[T]he claim at issue here involves a mental process excluded from section 101: the mental steps of comparing new and stored information and using rules to identify medical options” and “calls on a computer to do nothing that is even arguably an advance in physical implementations of routine mental information-comparison and rule-application processes.”); CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1373 (Fed. Cir. 2011) (“Thus, claim 3’s steps can all be performed in the human mind. Such a method that can be performed by human thought alone is merely an abstract idea and is not patent-eligible under § 101. Methods which can be performed entirely in the human mind are unpatentable not because there is anything wrong with claiming mental method steps as part of a process containing non-mental steps, but rather because computational methods which can be performed entirely in the human mind are the types of methods that embody the ‘basic tools of scientific and technological work’ that are free to all men and reserved exclusively to none.” (quoting Benson, 409 U.S. at 67) (footnote omitted)); Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1318 (Fed. Cir. 2016) (“[W]ith the exception of generic computer-implemented steps, there is nothing in the claims themselves that foreclose them from being performed by a human, mentally or with pen and paper.”); Versata Dev. Appeal 2020-001407 Application 14/750,600 10 Grp., Inc. v. SAP Am., Inc., 793 F.3d 1306, 1335 (Fed. Cir. 2015) (“Courts have examined claims that required the use of a computer and still found that the underlying, patent-ineligible invention could be performed via pen and paper or in a person’s mind.”). Accordingly, we conclude that claim 21 recites a method of observation, evaluation, and judgment that can be performed in the human mind, which is a mental process identified in the MPEP, and thus an abstract idea. USPTO Step 2A, Prong 2 In determining whether claim 21 is “directed to” the identified abstract ideas, we next consider whether claim 21 recites additional elements that integrate the judicial exception into a practical application. For the reasons set forth below, we discern no additional element (or combination of elements) recited in claim 21 that integrates the judicial exception into a practical application. See Revised Guidance, 84 Fed. Reg. at 54–55. As the Examiner properly concludes, claim 21 does not constitute an improvement to computer technology; rather, it merely adapts the abstract idea of collecting and manipulating data (i.e., “receiving . . . citations” referencing objects to be displayed as edges in citation graphs) and analyzing data to select and rank objects (i.e., “determining reputation scores,” “selecting a subset of citations,” “assigning citation scores to a subset of . . . objects,” “determining a selection score for each of the subset of . . . objects based on the citation scores . . . and the reputation scores,” and “selecting and ranking the objects based on the selection scores of the objects”), which can be practically performed in the human mind, to an Appeal 2020-001407 Application 14/750,600 11 execution of steps practically performed by computers. See Final Act. 8–11; see Spec. ¶ 64. For example, the Specification explains that the claimed “systems and methods can be implemented in a variety of electronic environments (including both non-wireless and wireless computer environments, including cell phones and video phones), partial computing environments, and real world environments.” Spec. ¶ 64. The Specification also explains that the techniques “may be implemented in hardware or software, or a combination of both,” and “in computing environments maintaining programmable computers that include a computer network, processor, servers, and a storage medium readable by the processor.” Id. Relying on a computer to perform routine tasks more quickly or more accurately is insufficient to render a claim patent eligible. See Alice, 573 U.S. at 224 (“use of a computer to create electronic records, track multiple transactions, and issue simultaneous instructions” is not an inventive concept); Bancorp Servs. v. Sun Life Assur. Co. of Can., 687 F.3d 1266, 1278 (Fed. Cir. 2012) (a computer “employed only for its most basic function . . . does not impose meaningful limits on the scope of those claims”); MPEP § 2106.05(f)(2) (“Use of a computer or other machinery in its ordinary capacity for economic or other tasks (e.g., to receive, store, or transmit data) or simply adding a general purpose computer or computer components after the fact to an abstract idea (e.g., a fundamental economic practice or mathematical equation) does not provide significantly more.”). Moreover, the “mere automation of manual processes using generic computers does not constitute a patentable improvement in computer Appeal 2020-001407 Application 14/750,600 12 technology.” Credit Acceptance Corp. v. Westlake Servs., 859 F.3d 1044, 1055 (Fed. Cir. 2017). Appellant argues that “claim 21 is a practical application” because it “recites practical steps of using a citation graph ranking objects.” Appeal Br. 12; see also Reply Br. 4. Specifically, Appellant argues that claim 21 recites “that each citation represents an edge in a citation graph of subject and object nodes,” which “recites a particular structure of how the citations are related in a citation graph,” which “integrates the judicial exception into a practical application.” Reply Br. 4. We are not persuaded by Appellant’s arguments because manipulating the received data (i.e., “plurality of citations, each citation representing an online posting in the social network of an expression of opinion by a subject on an object”) to be displayed as edges in a graph (i.e., “each citation is represented as an edge in a citation graph of subject and object nodes”) does not improve technology. Rather, the claimed invention merely improves the abstract idea of selecting and ranking objects based on selection scores based on citation scores and reputation scores. No improvements are made to the technology used to select and rank objects. Accordingly, we are not persuaded of error in the Examiner’s determination that claim 21 is directed to an abstract idea, and we find the claimed additional elements do not integrate the abstract idea into a practical application. USPTO Step 2B Turning to step 2B, we look to whether claim 21 (a) adds a specific limitation or combination of limitations that are not well-understood, routine, conventional activity in the field, or (b) simply appends well- Appeal 2020-001407 Application 14/750,600 13 understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. MPEP § 2106.05. The Examiner determines that the additional claim elements (see claim 40 for a “device comprising: a processor; a memory”) “are recited at a high-level of generality such that it amounts to no more than mere instructions to apply the exception using a generic computer component.” Ans. 6. Appellant does not address the Examiner’s determination. As discussed above, the claimed invention is directed to determining reputation scores, receiving citations for objects, selecting citations, assigning citations scores to selected objects, determining a selection score based on the citations scores and reputation scores, and selecting and ranking the objects based on the selection scores, which are steps that can be performed in the human mind. Similarly, the claimed additional elements (i.e., “device,” “processor,” “memory”) amount to no more than mere instructions to apply the abstract idea using generic computer components, which is insufficient to provide an inventive concept. See Alice, 573 U.S. at 225–26. Appellant does not direct our attention to anything in the Specification that indicates the computer components perform anything other than well- understood, routine, and conventional functions, such as collecting data and manipulating data (i.e., receiving citations represented as edges in a citation graph), and analyzing data (i.e., determining reputation scores, selecting a subset of citations, assigning citation scores, determining a selection score based on the citation scores and reputation scores, selecting and ranking the objects based on the selection scores). Moreover, those types of generic Appeal 2020-001407 Application 14/750,600 14 computer components performing generic computer functions have been found to be well-understood, routine, and conventional. See, e.g., Elec. Power, 830 F.3d at 1355 (“Nothing in the claims, understood in light of the specification, requires anything other than off-the-shelf, conventional computer, network, and display technology for gathering, sending, and presenting the desired information.”); buySAFE, Inc. v. Google, Inc., 765 F.3d 1350, 1355 (Fed. Cir. 2014) (“That a computer receives and sends the information over a network—with no further specification—is not even arguably inventive.”); In re TLI Commc’ns LLC Patent Litig., 823 F.3d 607, 610, 614 (Fed. Cir. 2016) (server that receives data, extracts classification information from the received data, and stores the digital images insufficient to add an inventive concept); Alice, 573 U.S. at 225–26 (receiving, storing, sending information over networks insufficient to add an inventive concept); see also MPEP § 2106.05(d) (“Courts have held computer‐implemented processes not to be significantly more than an abstract idea (and thus ineligible) where the claim as a whole amounts to nothing more than generic computer functions merely used to implement an abstract idea, such as an idea that could be done by a human analog (i.e., by hand or by merely thinking.”)). Conclusion on Section 101 Rejection Accordingly, we sustain the Examiner’s rejection of claim 21 as being directed to patent-ineligible subject matter, as well as independent claims 31 and 40 with commensurate limitations, and dependent claims 22–30 and 32– 39, which are not separately argued. See Appeal Br. 17. Appeal 2020-001407 Application 14/750,600 15 Section 103 Rejection Claim 21 recites “receiving a plurality of citations, each citation representing an online posting in the social network of an expression of opinion by a subject on an object, wherein the object is an object that is accessible outside of the social network and each citation is represented as an edge in a citation graph of subject and object nodes” (emphasis added). Appellant argues that Takashi teaches “that an edge in a graph is a link,” but is “silent as to the type of link that is used in this graph,” and thereby “does not teach or suggest a citation that is an edge of the citation graph as claimed.” Appeal Br. 14; see also Reply Br. 5. Appellant also argues that none of Takashi’s “URL format indicates that this type of link is necessarily discloses that the link online posting of an expression of an opinion by a subject on an object as claimed,” and that “Takashi’s graph cannot be properly equated [to] Appellant’s citation graph as claimed.” Id. We are not persuaded by Appellant’s argument that the Examiner erred. One cannot show non-obviousness by attacking references individually where the rejections are based on combinations of references. In re Merck & Co., 800 F.2d 1091, 1097 (Fed. Cir. 1986); In re Keller, 642 F.2d 413, 425 (CCPA 1981). The Examiner does not rely on Takashi to teach that the claimed citations represent expressions of opinions by subjects on objects. Instead, the Examiner relies on Xu’s teaching that “each node in the graph represents a user connect to other users based on their relationship regarding the content item selected by the users” to teach receiving citations that each represent an online posting of an expression of opinion by a subject on an object. Final Act. 12 (citing Xu, col. 4, ll. 12–19, col. 8, ll. 37–38, col. 9, Appeal 2020-001407 Application 14/750,600 16 ll. 49–59, col. 10, ll. 23–36); see also Ans. 7. Specifically, the Examiner relies on Xu’s providing “user’s thoughts or comments regarding the content item or the content” to teach the claimed citations. Final Act. 12. The Examiner relies on Takashi’s teaching that “each Web page is a node in graph theory and a link is an edge” to teach that information “is represented as an edge in a citation graph of subject and object nodes.” Id. at 14 (citing Takashi ¶¶ 3, 7); see also Ans. 7. As cited by the Examiner, Xu discloses that “reputation or trust values may also be propagated.” Xu, col. 4, ll. 7–32. Xu also discloses “sav[ing] an annotation and associate the annotation with a content item available . . . providing the user’s thoughts or comments.” Id. at col. 8, ll. 34–38. Takashi discloses that “each Web page is a node in graph theory and a link is an edge.” Takashi ¶ 7. Appellant fails to persuasively explain why Xu’s propagating reputation values, including the user’s thoughts or comments on content items, does not teach “receiving a plurality of citations” that each represent “an expression of opinion by a subject on an object,” as claimed. Appellant also fails to persuasively explain why Takashi’s links being edges in the graph does not teach representing data “as an edge in a . . . graph” as claimed. Appellant does not address the combination of the references, or explain why Takashi’s links being edges in a graph, combined with Xu’s user comments about content items (citations), fail to teach displaying “citations,” which represent “expression[s] of opinion by a subject on an object” as “edge[s] in a citation graph,” as claimed. Claim 21 also recites “determining a selection score for each of the subset of a plurality of objects based on the citation scores for the objects Appeal 2020-001407 Application 14/750,600 17 cited by citations and the reputation scores for the subjects citing the objects cited by citations.” Appellant argues that “Atazky discloses computing a reputation score whereas Appellant claims computing a score that uses a reputation score as an input.” Appeal Br. 15; see Reply Br. 7. According to Appellant, “Atazky’s inter-trust score is a measure of a trust between an opinion leader and a user and cannot be equated with a reputation score.” Id. We are not persuaded by Appellant’s argument that the Examiner erred. As with the prior limitation, Appellant improperly argues the references individually. See Merck, 800 F.2d at 1097; Keller, 642 F.2d at 425. The Examiner relies on Xu’s calculating rank of content item including reputation of users (reputation score), and on Xu’s ranking score (citation score) of a content item including thoughts and comments (citations) to teach the claimed “determining reputation scores” (for subjects) and “assigning citation scores” (for objects). Final Act. 11–13. The Examiner relies on Atazky’s “tracking the opinion leader’s viral influence and calculating reputation score to the advertised item” and “weight[ing] the opinion leaders’ response with their personal inter-trust by the user” to teach determining a selection score for the objects based on the citation scores of the objects and reputation scores for the subjects. Ans. 8 (citing Atazky ¶¶ 213, 247, 258–259); see also Final Act. 13. Xu discloses “the ranking component” that may “calculate the rank of a content item involves reputation or trust of the users that are providing annotations and tags.” Xu, col. 12, ll. 56–64. Xu also discloses “sav[ing] an annotation and associate the annotation with a content item available . . . Appeal 2020-001407 Application 14/750,600 18 providing the user’s thoughts or comments.” Id. at col. 8, ll. 34–38. Atazky, as cited, discloses “[c]alculat[ing] an overall, reputation score to the advertised item” including “weight[ing] the opinion leaders’ response.” Atazky ¶ 258. Appellant fails to explain why Xu’s ranking content items including user reputation, and user’s thoughts or comments, does not teach determining reputation scores and citation scores as claimed. Appellant also fails to explain why Atazky’s computing an “overall” score including inputs such as “the opinion leaders’ response,” combined with Xu’s reputation scores and citations scores, does not teach “determining a selection score . . . based on the citation scores . . . and the reputation scores” as claimed. Accordingly, we sustain the Examiner’s rejection of independent claim 21, along with independent claims 31 and 40, and dependent claims 22–30 and 32–39, which are not argued separately. See Appeal Br. 17. CONCLUSION We affirm the Examiner’s § 101 rejection of claims 21–40. We affirm the Examiner’s § 103 rejection of claims 21–40. DECISION SUMMARY In summary: Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 21–40 101 Eligibility 21–40 21–40 103 Xu, Atazky, Takashi 21–40 Overall Outcome 21–40 Appeal 2020-001407 Application 14/750,600 19 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