Lessin, Samuel et al.Download PDFPatent Trials and Appeals BoardOct 28, 202013455047 - (D) (P.T.A.B. Oct. 28, 2020) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 13/455,047 04/24/2012 Samuel Lessin 26295-18575 9456 87851 7590 10/28/2020 Facebook/Fenwick Silicon Valley Center 801 California Street Mountain View, CA 94041 EXAMINER GOODWIN, SCHQUITA D ART UNIT PAPER NUMBER 2459 NOTIFICATION DATE DELIVERY MODE 10/28/2020 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): fwfacebookpatents@fenwick.com ptoc@fenwick.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte SAMUEL LESSIN, AARON SITTIG, and JUSTIN ALEXANDER SHAFFER Appeal 2019-003705 Application 13/455,047 Technology Center 2400 Before MICHAEL J. STRAUSS, JAMES B. ARPIN, and DAVID J. CUTITTA II, Administrative Patent Judges. STRAUSS, Administrative Patent Judge. DECISION ON APPEAL1 STATEMENT OF THE CASE Pursuant to 35 U.S.C. § 134(a), Appellant2 appeals from the Examiner’s decision to reject claims 15–30 and 35–41. See Final Act. 1. We have jurisdiction under 35 U.S.C. § 6(b). We affirm. 1 We refer to the Specification, filed April 24, 2012 (“Spec.”); Final Office Action, mailed March 8, 2018 (“Final Act.”); Appeal Brief, filed November 2, 2018 (“Appeal Br.”); Examiner’s Answer, mailed March 7, 2019 (“Ans.”); and Reply Brief, filed April 10, 2019 (“Reply Br.”). 2 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 Facebook, Inc., Appeal Br. 1. Appeal 2019-003705 Application 13/455,047 2 CLAIMED SUBJECT MATTER The claimed subject matter is directed to evaluating “claims” in a social networking system. Spec., Title. Claim 15, reproduced below with claim elements identified as abstract concepts emphasized, formatting altered, and bracketed labels added, is illustrative of the claimed subject matter: 15. A method comprising: [(a)] receiving, at a social networking system, a first claim made by a first author of the social networking system, the first claim comprising an assertion, an audience, and a claim type; [(b)] receiving, at the social networking system, a second claim made by a second author of the social networking system, the second claim comprising the assertion of the first claim; [(c)] retrieving, based on the claim type of the first claim, a scoring model stored in the social networking system, the scoring model comprising a function for determining a truth coefficient for a claim based on a plurality of weighted factors; [(d)] retrieving information about a particular viewing user, wherein the particular viewing user is a user of the social networking system other than the first or second authors, and wherein the particular viewing user is included in the audience; [(e)] retrieving additional information about the first author and the second author, the additional information comprising information about whether the first author and the second author are connected in the social networking system to the particular viewing user; [(f)] determining, from the perspective of the particular viewing user using the retrieved scoring model and by a processor of a computing device, a truth coefficient for the first claim as a probability that the assertion associated with the first claim is true from the perspective of the particular viewing user, the truth coefficient determined based on [(f)(1)] a first weighted factor comprising the first and second claims associated with the assertion, Appeal 2019-003705 Application 13/455,047 3 [(f)(2)] a second weighted factor comprising the retrieved information about the particular viewing user, and [(f)(3)] a third weighted factor comprising the retrieved additional information about whether the first author and the second author are connected in the social networking system to the particular viewing user; and [(g)] storing the truth coefficient for the first claim in the social networking system, wherein the truth coefficient for the particular viewing user is associated with the first author. REFERENCES The Examiner relies on the following references: Name Reference Date Ryan US 2004/0215793 A1 Oct. 28, 2004 Hoenig US 2007/0276676 A1 Nov. 29, 2007 Sundaresan US 2008/0162265 A1 July 3, 2008 Mathur US 2010/0287033 A1 Nov. 11, 2010 Lumer US 2012/0001919 A1 Jan. 5, 2012 Yin US 2012/0278297 A1 Nov. 1, 2012 REJECTIONS The Examiner rejects claims 15–30 and 35–41 under 35 U.S.C. § 101 as directed to a judicial exception (i.e., an abstract idea), without significantly more. Final Act. 8–22. The Examiner rejects claims 15, 16, 18, 21, 27, 29, 35, and 36 under 35 U.S.C. § 103(a) as unpatentable over the combined teachings of Yin and Hoenig. Final Act. 23–31. The Examiner rejects claims 17, 19, 20, 22, 25, and 41 under 35 U.S.C. § 103(a) as unpatentable over the combined teachings of Yin, Hoenig, and Parsons. Final Act. 32–36. Appeal 2019-003705 Application 13/455,047 4 The Examiner rejects claims 23 and 24 under 35 U.S.C. § 103(a) as unpatentable over the combined teachings of Yin, Hoenig, and Ryan. Final Act. 36–37. The Examiner rejects claim 26 under 35 U.S.C. § 103(a) as unpatentable over the combined teachings of Yin, Hoenig, and Lumer. Final Act. 37–38. The Examiner rejects claims 28 and 30 under 35 U.S.C. § 103(a) as unpatentable over the combined teachings of Yin, Hoenig, and McBrearty. Final Act. 38–40. The Examiner rejects claims 37 and 38 under 35 U.S.C. § 103(a) as unpatentable over the combined teachings of Yin, Hoenig, and Mathur. Final Act. 40–41. The Examiner rejects claims 39 and 40 under 35 U.S.C. § 103(a) as unpatentable over the combined teachings of Yin, Hoenig, Mathur, and Sundaresan. Final Act. 41–43. STANDARD OF REVIEW We review the appealed rejections for error based upon the issues identified by Appellant, and in light of the arguments and evidence produced thereon. Ex parte Frye, 94 USPQ2d 1072, 1075 (BPAI 2010) (precedential). REJECTION UNDER 35 U.S.C. § 101 Appellant’s contentions do not show reversible Examiner error in rejecting the claims under 35 U.S.C. § 101. In connection with that rejection, we adopt as our own the findings and reasons set forth by the Examiner (1) in the action from which this appeal is taken and (2) in the Examiner’s Answer in response to Appellant’s Appeal Brief and concur with Appeal 2019-003705 Application 13/455,047 5 the conclusions reached by the Examiner. We highlight the following for emphasis. The Examiner’s Determinations The Examiner determines “[c]laims 15 and 27 are directed to the abstract idea of ‘determining truth coefficients from the perspective of a user.’” Final Act. 8. The Examiner equates the claimed method to concepts identified as abstract ideas by the courts, such as “classifying and storing digital images in an organized manner ([In re TLI Commc’ns LLC Patent Litig., 823 F.3d 607 (Fed. Cir. 2016)]),” “creating an index, and using that index to search for and retrieve data ([Intellectual Ventures I LLC v. Erie Indemnity Co., 850 F.3d 1315 (Fed. Cir. 2017)]),” and “Using an algorithm for determining the optimal number of visits by a business representative to a client ([In re Maucorps, 609 F.2d 481 (CCPA 1979)]).” All of these concepts relate to indexing content in categories using an algorithm. The concept described in claim 15 is not meaningfully different than those concepts found by the courts to be abstract ideas. As such, the description in Claim 15 of “determining truth coefficients from the perspective of a user” is an abstract idea. Id. at 9. In addition to elements identified as corresponding to concepts determined to constitute abstract ideas, the Examiner finds claim 15 “recites the additional limitations of ‘at a social networking system’ and ‘by a processor of a computing device’ to perform the functions of the claim.” Id. at 10. The Examiner determines The social networking system, processor, and computing device are recited at a high level of generality and are recited as performing generic computer functions routinely used in computer applications. Generic computer components recited as performing generic computer functions that are well-understood, routine and conventional activities amount to no more than Appeal 2019-003705 Application 13/455,047 6 implementing the abstract idea with a computerized system. Thus, taken alone, the additional elements do not amount to significantly more than the above-identified judicial exception (the abstract idea). Looking at the limitations as an ordered combination adds nothing that is not already present when looking at the elements taken individually. There is no indication that the combination of elements improves the functioning of a computer or improves any other technology. Their collective functions merely provide conventional computer implementation. Id. Appellant presents various arguments. Appeal Br. 5–10. We address these arguments individually in the Analysis section, below. Principles of Law A. SECTION 101 Inventions for a “new and useful process, machine, manufacture, or composition of matter” generally constitute patent-eligible subject matter. 35 U.S.C. § 101. However, the U.S. Supreme Court has long interpreted 35 U.S.C. § 101 to include implicit exceptions: “[l]aws of nature, natural phenomena, and abstract ideas” are not patentable. 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 Collaborative Servs. v. Prometheus Labs, Inc., 566 U.S. 66 (2012), and Alice. Alice, 573 U.S. at 217–18 (citing Mayo, 566 U.S. at 75–77). 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 Appeal 2019-003705 Application 13/455,047 7 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 water-proof cloth, vulcanizing India rubber, smelting ores” (id. at 182 n.7 (quoting Corning v. Burden, 56 U.S. 252, 267–68 (1854))); 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 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. at 191 (citing Benson and Flook); see also, 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.”). Appeal 2019-003705 Application 13/455,047 8 If the claim is “directed to” an abstract idea, we turn to the second part 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 (internal 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. B. USPTO SECTION 101 GUIDANCE In January 2019, the U.S. Patent and Trademark Office (“USPTO”) published revised guidance on the application of 35 U.S.C. § 101. See 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (Jan. 7, 2019) (“2019 Guidance”), updated by USPTO, October 2019 Update: Subject Matter Eligibility (available at https://www.uspto.gov/sites/ default/files/documents/peg_oct_2019_update.pdf) (“October 2019 Guidance Update”); see also October 2019 Patent Eligibility Guidance Update, 84 Fed. Reg. 55,942 (Oct. 18, 2019) (notifying the public of the availability of the October 2019 Guidance Update). “All USPTO personnel are, as a matter of internal agency management, expected to follow the guidance.” 2019 Guidance, 84 Fed. Reg. at 51; see also October 2019 Guidance Update at 1. Under the 2019 Guidance, we first look to whether the claim recites the following: Appeal 2019-003705 Application 13/455,047 9 (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activities such as a fundamental economic practice, or mental processes); and (2) additional elements that integrate the judicial exception into a practical application (see MPEP § 2106.05(a)–(c), (e)–(h)). 2019 Guidance, 84 Fed. Reg. at 52–55. Only if a claim (1) recites a judicial exception and (2) does not integrate that exception into a practical application, do we then look to whether the claim: (3) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, [and] conventional” in the field (see MPEP § 2106.05(d)); or (4) simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. 2019 Guidance, 84 Fed. Reg. at 56. Analysis STEP 2A, PRONG 1 Under step 2A, prong 1, of the 2019 Guidance, we first look to whether the claim recites any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activities such as a fundamental economic practice, or mental processes). 2019 Guidance, 84 Fed. Reg. at 52–54. Here, overall, independent claim 15 reasonably is characterized as evaluating the truth of statements made by a particular source. Evaluating whether a statement is Appeal 2019-003705 Application 13/455,047 10 true is an activity associated with managing personal behavior or relationships or interactions between people, as such evaluating would be part of social activities engaged in by people. The 2019 Guidance expressly recognizes certain methods of organizing human activity, including managing personal behavior or relationship or interactions, as patent- ineligible abstract ideas. 2019 Guidance, 84 Fed. Reg. at 52. Furthermore, as detailed below, apart from a social networking system and a processor of a computing device, each of the recited limitations fits squarely within at least one of the groupings of abstract ideas according to the 2019 Guidance. Limitation (a) recites, in relevant part, “receiving . . . a first claim made by a first author . . . , the first claim comprising an assertion, an audience, and a claim type;” (hereinafter “receiving limitation (a)”). Appeal Br. 19, Claim App. Appellant directs attention to paragraphs 18–22 of the Specification in support of this limitation. Appeal Br. 2. The cited portion of the Specification discloses an assertion includes a “payload,” such as a subject which is an object that the assertion is describing or a target of the assertion. Spec. ¶ 21. The audience is disclosed as users of a social networking system (Spec. ¶ 31) including “one or more agents . . . selected in a privacy control setting of the author” (Spec. 102, claim 23) such as “one or more users of the social networking system [selected] by the author” (Spec. 102, claim 24). A claim type indicates the payload of a claim. Spec. ¶ 42. Examples of claim types are disclosed as “city” in connection with a claim that a user lives in San Francisco (Spec. ¶ 21) and “declaring user profile information, declaring expertise and/or skills for a user, [and] recommending a product and/or service . . .” (Spec. ¶ 42). Thus, the various components of the recited “claim” are information or data that is received. Appeal 2019-003705 Application 13/455,047 11 Receiving information, i.e., collecting/gathering data, reasonably can be characterized as reciting mental processes, which entails concepts that can be performed in the human mind, i.e., an observation. The 2019 Guidance expressly recognizes mental processes, including observations that can be performed in the human mind, as patent-ineligible abstract ideas. 2019 Guidance, 84 Fed. Reg. at 52. Accordingly, limitation (a) reasonably can be characterized as reciting a judicial exception to patent-eligible subject matter. Limitation (b) recites, in relevant part, “receiving . . . a second claim made by a second author . . . , the second claim comprising the assertion of the first claim” (hereinafter “receiving limitation (b)”). Appeal Br. 19, Claim App. Receiving limitation (b) recites receiving a second claim in addition to the first claim received by receiving limitation (a). Accordingly, receiving limitation (b) reasonably can be characterized as reciting a judicial exception to patent-edible subject matter (i.e., a mental process) for the reasons discussed above in connection with receiving limitation (a). Limitation (c) recites, in relevant part, “retrieving, based on the claim type of the first claim, a scoring model . . . the scoring model comprising a function for determining a truth coefficient for a claim based on a plurality of weighted factors;” (hereinafter “retrieving limitation (c)”). Appeal Br. 19, Claim App. Appellant directs attention to paragraphs 100 and 104 of the Specification in support of retrieving limitation (c). Appeal Br. 2. In particular, the Specification describes “Different models for evaluating claims may be used based on the type of the claim. Heuristics analysis and machine learning may, in one embodiment, be used in refining these models for evaluating claims.” Spec. ¶ 100. The Specification further explains, Appeal 2019-003705 Application 13/455,047 12 “Probabilistic models may be used to determine truth coefficients, in one embodiment. As a result, the truth coefficient of a claim may be a calculated probability that the claim is true.” Spec. ¶ 104. Based on the description, a scoring model reasonably can be characterized as a process of evaluating whether a claim is true that may include learning. Therefore, retrieving a scoring model reasonably can be characterized as teaching and/or following rules or instructions that are part of managing personal behavior or relationships or interactions considered as certain methods of organizing human activity. Furthermore, determining the truth of a claim reasonably can be characterized as an evaluation, judgment, or opinion that can be performed in the human mind, i.e., a mental process. In addition, retrieval of the model (e.g., retrieval of instructions or rules) reasonably can be characterized as an observation. The 2019 Guidance expressly recognizes (i) certain methods of organizing human activity, including teaching a following rules or instructions, and (ii) mental processes, including observations, evaluations, judgments, and opinions that can be performed in the human mind, as patent-ineligible abstract ideas. 2019 Guidance, 84 Fed. Reg. at 52. Accordingly, receiving limitation (c) reasonably can be characterized as reciting a judicial exception to patent- edible subject matter. Limitation (d) recites “retrieving information about a particular viewing user, wherein the particular viewing user is a user . . . other than the first or second authors, and wherein the particular viewing user is included in the audience;” (hereinafter “retrieving limitation (d)”). Appeal Br. 19, Claim App. As discussed above, receiving (i.e., retrieving) information is the collection or gathering of data and reasonably can be characterized as Appeal 2019-003705 Application 13/455,047 13 reciting mental processes that entail concepts that can be performed in the human mind, i.e., an observation. The requirement that the information be about a particular viewing user who is in the audience and not the first or second author involves the selection of information satisfying the stated criteria. This selection of information reasonably may be characterized as an observation, evaluation, judgment, or opinion performed in the human mind. The 2019 Guidance expressly recognizes mental processes, including observations, evaluations, judgements, and opinions that can be performed in the human mind, as patent-ineligible abstract ideas. 2019 Guidance, 84 Fed. Reg. at 52. Accordingly, retrieving limitation (d) reasonably can be characterized as reciting a judicial exception to patent-eligible subject matter. Limitation (e) recites “retrieving additional information about the first author and the second author, the additional information comprising information about whether the first author and the second author are connected . . . to the particular viewing user,” (hereinafter “retrieving limitation (e)”). Appeal Br. 19, Claim App. Retrieving information, i.e., collecting data, reasonably can be characterized as reciting a mental process recognized as a patent-ineligible abstract idea. 2019 Guidance, 84 Fed. Reg. at 52. Accordingly, limitation (e) reasonably can be characterized as reciting a judicial exception to patent-eligible subject matter. Limitation (f) recites, in relevant part, determining, from the perspective of the particular viewing user using the retrieved scoring model . . . a truth coefficient the first claim as a probability that the assertion associated with the first claim is true from the perspective of the particular viewing user, the truth coefficient determined based on Appeal 2019-003705 Application 13/455,047 14 a first weighted factor comprising the first and second claims associated with the assertion, a second weighted factor comprising the retrieved information about the particular viewing user, and a third weighted factor comprising the retrieved additional information about whether the first author and the second author are connected . . . to the particular viewing user (hereinafter “determining limitation (f)”). Appeal Br. 19–20, Claim App. Appellant directs attention to paragraphs 104–106 of the Specification for determining limitation (f). Id. at 2. Thereat the Specification discloses “[p]robabilistic models may be used to determine truth coefficients,” provides examples of factors that may be used to determine truth coefficients, and describes the use of a viewing agent’s affinities for the authors used as weighting factors. Spec. ¶ 104–106. As explained above, determining the truth of a claim reasonably can be characterized as an evaluation, judgment, or opinion that can be performed in the human mind, i.e., a mental process. For example, a tribunal might determine that evidence, e.g., weighted factors, establishes the truth or an assertion by some metric, e.g., substantial evidence, preponderance of the evidence, clear and convincing evidence, and beyond a reasonable doubt. See also Ans. 24 (“a lawsuit/court decision is a calculation of truth determined by claims.”) (discussed infra.) The 2019 Guidance expressly recognizes mental processes, including evaluations, judgments, and opinions that can be performed in the human mind, as patent-ineligible abstract ideas. 2019 Guidance, 84 Fed. Reg. at 52. Limitation (g) recites, in relevant part, “storing the truth coefficient for the first claim . . . wherein the truth coefficient for the particular viewing Appeal 2019-003705 Application 13/455,047 15 user is associated with the first author;” (hereinafter “storing limitation (g)”). Appeal Br. 20, Claim App. Storing information can be accomplished in the human mind and/or using pen and paper. The 2019 Guidance expressly recognizes mental processes that can be performed in the human mind, as patent-ineligible abstract ideas. 2019 Guidance, 84 Fed. Reg. at 52. We further note a determination that claim 15 recites a judicial exception to patent eligibility is consistent with Office Guidance and case law. See 2019 Guidance, 84 Fed. Reg. at 52; CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1371–72 (Fed. Cir. 2011) (concluding claims directed to “detecting credit card fraud based on information relating past transactions” can be performed in the human mind and were drawn to a patent-ineligible mental process); FairWarning IP, LLC v. Iatric Systems, Inc., 839 F.3d 1089, 1093–94 (Fed. Cir. 2016) (concluding claims directed to “collecting and analyzing information to detect misuse and notifying a user when misuse is detected” to be mental processes within the abstract-idea category); Inventor Holdings, LLC v. Bed Bath & Beyond, Inc., 876 F.3d 1372, 1378–79 (Fed. Cir. 2017) (processing of payments is a fundamental economic practice). For the reasons discussed above, each of limitations (a) through (g) recites one or more judicial exceptions to patent-eligible subject matter under step 2A, prong 1, of the 2019 Guidance. See RecogniCorp, LLC v. Nintendo Co., 855 F.3d 1322, 1327 (Fed. Cir. 2017) (“Adding one abstract idea . . . to another abstract idea . . . does not render the claim non- abstract.”). Appeal 2019-003705 Application 13/455,047 16 STEP 2A, PRONG 2 Under step 2A, prong 2, of the 2019 Guidance, we next analyze whether claim 15 recites additional elements that individually or in combination integrate the judicial exception into a practical application. 2019 Guidance, 84 Fed. Reg. at 53–55. The 2019 Guidance identifies considerations indicative of whether an additional element or combination of elements integrates the judicial exception into a practical application, such as an additional element reflecting an improvement in the functioning of a computer or an improvement to other technology or technical field. Id. at 55; MPEP § 2106.05(a). The only additional elements beyond the recited abstract ideas are (i) a social networking system, (ii) a processor of a computing device, and (iii) an implicit memory or storage device. Ans. 7–8. As explained by the Examiner: The social networking system in all the steps is recited at a high- level of generality (i.e., as a generic online system performing a generic computer function of connecting users on the Internet) such that it amounts no more than mere instructions to apply the exception using a generic computer component. The processor in the determining step is recited at a high-level of generality (i.e., as a generic processor performing a generic computer function of calculating a probability based on an arbitrary model) such that it amounts [to] no more than mere instructions to apply the exception using a generic computer component. Accordingly, these additional elements do not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea. Ans. 8. Appellant argues, “the instant claims are not directed to any Abstract idea, but instead to an improvement in computer related technology, namely Appeal 2019-003705 Application 13/455,047 17 social networking.” Appeal Br. 5. According to Appellant, the claims address a technical problem with social networking systems in that “while social networking systems have provided tools for users to share information about themselves, this information has been accepted as an absolute truth, even where some uncertainty may exist in the statements.” Id. at 6 (citing Spec. ¶ 3). Appellant argues, “To address this problem, the instant Application proposes an additional or alternate way to store information received by the social networking system, storing received information as separate ‘claims’ associated with an author, assertion, and audience (as well as other relevant information).” Id. (citing Spec. ¶¶ 18–24). According to Appellant, “the Office Action fundamentally errs in considering only the steps deemed to be part of ‘the abstract idea’ (instead of the claims ‘as a whole’), as well as ‘oversimplifying the claims’ by ignoring the specific ‘requirements of the individual steps.’” Id. at 7 (citing MPEP § 2106.05(a), McRO, Inc. v. Bandai Namco Games Am. Inc., 837 F.3d 1299, 1313 (Fed. Cir. 2016)). Appellant further argues the claims are statutory because they are limited to a computer implementation. Id. The Examiner responds: First, social networking is not a computer-related technology. As per Merriam-Webster, a social network is a network of individuals (such as friends, acquaintances, and co- workers) connected by interpersonal relationships. A social networking system is an application/software that members of a social network may use to communicate, most likely through the use of their personal devices. Hence, the social networking performed in the claims is merely a number of mental processes performed by humans that are essentially being automated through the use of processors within computing devices. For instance, the idea described in independent claims 15 and 27 is “determining, from the perspective of the particular viewing user Appeal 2019-003705 Application 13/455,047 18 using the retrieved scoring model . . . , a truth coefficient for the first claim as a probability that the assertion associated with the first claim is true []from the perspective of the particular viewing user.” The mental process enacted is using an arbitrary model that applies weights to determine truthfulness. Second, prior to computer intervention, human beings were able to determine the truthfulness (i.e.[,] truth coefficient) for claims. As per the subject matter of the claimed invention, historically, human beings in a social network received a first claim and a second claim, received information about various users, mentally processed the claims and the information in some sort of algorithm (i.e.[,] model), mentally decided the truthfulness of those claims, and later stored/recalled the truthfulness calculated. Similar to the abstract idea in Alice, “the claimed computer-automated process and the prior [uncomputerized] method were carried out in the same way” (MPEP 2106.04(a), Section I). For example, a lawsuit/court decision is a calculation of truth determined by claims. The lawsuit/court decision considers the claims, incorporates information regarding those individuals making the claims, utilizes a decision-making process equivalent to a model, and issues a final ruling. Merely adding that the determination is being conducted “by a processor of a computing device” in a “social networking system” fails to amount to a practical application. Ans. 23–25. Appellant replies, contending “social networking systems” as disclosed in the specification and recited by the claims do not merely allow “members of a social network . . . to communicate,” as alleged by the Examiner. Here, the Examiner fails to consider that it is the “social networking system” itself which has previously accepted user shared information as “absolute truth,” not the members of the social network as argued by the Examiner (i.e.[,] the “network of individuals” referenced in the Examiner’s Answer). See Examiner’s Answer, p. 25. Reply Br. 4. Appeal 2019-003705 Application 13/455,047 19 Appellant’s contentions do not show reversible Examiner error. As found by the Examiner “the claim only recites two additional elements – ‘a social networking system’ that connects the users in all the steps and ‘using a processor of a computing device’ to perform the determining step.” Ans. 7. We further agree with the Examiner’s finding that a social networking system is application/software used by members of a social network to communicate using, e.g., personal devices. Id. at 8. Thus, the recited social networking system is a use of technology for member communications. However, consistent with the Examiner’s findings, the means used to support that communications, i.e., the technology itself, is recited at a high- level of generality. Therefore, the requirement for a social networking system amounts to application of the underlying abstract concepts identified under prong 1 above using a generic electronic communications, network and/or computer components. See Ans. 7–8. We also agree with the Examiner that the recited processor is described in the Specification at a high-level of generality, again “amount[ing to] no more than mere instructions to apply the exception using a generic computer component.” See, e.g., Spec. ¶¶ 189, 190. Id. at 8. Similarly, the memory or storage device is a generic component. See, e.g., Spec. ¶¶ 25, 72. Accordingly, we agree with the Examiner’s determination that “these additional elements do not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea.” Id. Moreover, even if we were to interpret the information receiving/ retrieving steps of limitations (a) through (e) and the information storing step of limitation (g) narrowly such that the author claims, scoring model, and Appeal 2019-003705 Application 13/455,047 20 user and author information exist in an electronic format, are provided by a computer network, and such that the resultant truth coefficient is transmitted over a computer network and/or stored by a computer or the like, limitations (a) through (e) and (g) still would not integrate the recited abstract ideas into a practical application. Even under such a narrow interpretation, limitations (a) through (e) and (g) merely would constitute insignificant extra-solution activity, i.e., pre-solution and post-solution activities. An example of pre-solution activity is a step of gathering data for use in a claimed process, e.g., a step of obtaining information about credit card transactions, which is recited as part of a claimed process of analyzing and manipulating the gathered information by a series of steps in order to detect whether the transactions were fraudulent. MPEP § 2106.05(g). As such, even if we consider limitation (a) through (e) as reciting additional elements under prong 2, rather than abstract ideas under prong 1, these limitations at most recite insignificant extra-solution activities of gathering data. As explained in the prong 1 analysis above, limitation (g) reasonably can be characterized as reciting a mental process of storing a truth coefficient. Limitation (g) additionally can be characterized as merely being directed to the insignificant extra-solution activity of storing data. Storing data is merely an insignificant intermediary step between collecting data and displaying data, both of which courts have held constitute insignificant extra-solution activity. See, e.g., FairWarning IP, 839 F.3d at 1097–98. As such, even if we consider it as an additional element under prong 2, rather than as reciting an abstract idea under prong 1, limitation (g) recites at most the insignificant extra-solution activity of storing data. Appeal 2019-003705 Application 13/455,047 21 Appellant’s contention that the claims provide an additional or alternate way to store information received by the social networking system by storing claims associated with an author, assertion, and audience (Appeal Br. 6) is unpersuasive. This is because, as indicated under prong 1 of our analysis, storing limitation (g) is part of the underlying concept of storing the truth coefficient, an action that can be accomplished in the human mind and/or using pen and paper for the reasons discussed above. Thus, we find unpersuasive Appellant’s argument the Examiner erred by determining storing information by a social network is part of the underling abstract concept rather than an additional element. See Appeal Br. 3. Furthermore, even if storing limitation (g) is narrowly interpreted to require electronic transmission and/or storage of truth coefficients, for the reasons discussed above, such activity constitutes insignificant post solution activity rather than an additional element that integrates the judicial exception into a practical application. We are also unpersuaded the Examiner oversimplified the claims. See Appeal Br. 7. Our reviewing court recognizes 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). That need not and, in this case does not, “impact the patentability analysis.” Id. at 1241. According to Appellant, the claims are directed to an improvement in social networking. Appeal Br. 5–8, Reply Br. 2–3. Appellant contends the “technical” problem addressed by the claims is that “while social networking systems have provided tools for users to share information about themselves, this information has been accepted as an absolute truth, even where some uncertainty may exist in the statements.” Appeal Br. 6 (citing Spec. ¶ 3). Appeal 2019-003705 Application 13/455,047 22 “To address this problem, the instant Application proposes an additional or alternate way to store information received by the social networking system, storing received information as separate ‘claims’ associated with an author, assertion, and audience (as well as other relevant information).” Id. Nevertheless, Appellant fails to explain why determining whether statements are true in an electronic network and/or computer environment is different from such a determination made in the human mind and/or using pen and paper. Thus, rather than addressing a technical problem, the claims address a problem of the underlying concept, i.e., evaluating the truth of statements made by a particular source. In particular, Appellant fails to explain why the argued alternative way to store information as separate claims improves the operation of the claimed network or processor or otherwise is a technological improvement. For the reasons discussed above, Appellant does not persuade us that claim 15 is directed to an improvement in the function of a communications network (including one used to implement a social networking system), a computer or to any other technology or technical field. MPEP § 2106.05(a). Nor does Appellant persuasively demonstrate that claim 15 is directed to a particular machine or transformation, or that claim 15 adds any other meaningful limitations for the purposes of the analysis under Section 101. MPEP § 2106.05(b), (c), (e). Accordingly, Appellant does not persuade us that claim 15 integrates the recited abstract ideas into a practical application within the meaning of the 2019 Guidance. See 2019 Guidance, 84 Fed. Reg. at 52–55. Appeal 2019-003705 Application 13/455,047 23 STEP 2B Under the 2019 Guidance, only if a claim: (1) recites a judicial exception, and (2) does not integrate that exception into a practical application, do we then look to whether the claim adds a specific limitation beyond the judicial exception that is not “well-understood, routine, conventional” in the field (see MPEP § 2106.05(d)); or simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. The Examiner finds “social networking systems, processors, and computing devices are well-understood, routine, and conventional activity, as disclosed by US PGPUB 2012/0278297 A1 to Yin et al.” Ans. 27. Appellant’s argument that the rejection is improper, alleging the Examiner failed to provide sufficient evidence that the additional elements are well-understood, routine, and conventional (Appeal Br. 10) is unpersuasive. Claim 15 simply recites, for example, receiving first and second claims “at the social networking system,” retrieving a scoring model stored in the social networking system and information about users or authors connected in the social networking system, and storing a truth coefficient in the social networking system. Claim 15 recites no details to distinguish the receiving, retrieving and storing functions from conventional performance of those functions. Moreover, the Specification discloses a system architecture including “conventional computer system[s]” and “standard communications technologies and/or protocols.” See Spec. ¶ 85. Appellant does not direct our attention to, nor do we ascertain, anything in the Specification that indicates the networking system and processor perform anything other than well-understood, routine, and conventional functions, Appeal 2019-003705 Application 13/455,047 24 such as receiving information over a network and accessing information from a database. See 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, 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). The lack of detail about the structure and functions of the additional elements in the Specification further evidences they are well-understood, routine, and conventional. See Berkheimer Memo3 at 3 (explaining that a specification that describes additional elements “in a manner that indicates that the additional elements are sufficiently well-known that the specification does not need to describe the particulars of such additional elements to satisfy 35 U.S.C. § 112(a)” can show that the elements are well understood, routine, and conventional); Intellectual Ventures I LLC v. Erie Indemnity Co., 850 F.3d 1315, 1331 (Fed. Cir. 2017) (“The claimed mobile interface is so lacking in implementation details that it amounts to merely a generic component (software, hardware, or firmware) that permits the performance of the abstract idea, i.e., to retrieve the user-specific resources.”). 3 Memorandum on Changes in Examination Procedure Pertaining to Subject Matter Eligibility, Recent Subject Matter Eligibility Decision (Berkheimer v. HP, Inc.) (Apr. 19, 2018) available at: https://www.uspto.gov/sites/default/ files/documents/memo-berkheimer-20180419.PDF (“Berkheimer Memo”). Appeal 2019-003705 Application 13/455,047 25 For these reasons, we determine that claim 15 does not recite additional elements that, either individually or as an ordered combination, amount to significantly more than the judicial exception. 2019 Guidance, 84 Fed. Reg. at 52–55; MPEP § 2106.05(d). Accordingly, we sustain the Examiner’s rejection of independent claim 15 under 35 U.S.C. § 101 as directed to a judicial exception together with the rejection of independent claim 27 and dependent claims 16–26, 28–30, and 35–41 that are not argued separately. REJECTION UNDER 35 U.S.C. § 103(a) The Examine finds Yin’s assertion analyzer and modeling engine teach or suggest the limitations of claim 15 except for (1) a viewing user who is included in the audience and is other than the first and second authors (receiving limitation (d)); (2) retrieving information about whether the first and second authors are connected in the social networking system to the viewing user (retrieving limitation (e)); and (3) determining, from the perspective of the particular viewing user, the truth coefficient determined based on (i) a second weighted factor comprising the retrieved information about the particular viewing user (limitation (f)(2)) and (ii) a third weighted factor comprising the retrieved additional information about whether the first author and the second author are connected in the social networking system to the particular viewing user (limitation (f)(3)). Final Act. 24–25. The Examiner relies on Hoenig’s social information system for teaching the limitations found to be absent from Yin. Id. at 25–26. According to the Examiner, One of ordinary skill in the art would be motivated to utilize the customized lens of Hoenig with the confidence scores Appeal 2019-003705 Application 13/455,047 26 of the assertions of the Yin system in order to view data, such as social media comments, and regulated data concerning similar topics, and further calculating and analyzing the information for trends. Id. at 27. Appellant contends, inter alia, the third weighted factor of limitation (f)(3) is absent from the prior art, i.e., neither Yin nor Hoenig teach determining a truth coefficient based on, inter alia, information about whether the first author and the second author are connected in the social networking system to the particular viewing user. In particular, Appellant argues Hoenig’s trend analysis tool “does not disclose the analysis of trends based on information about specific users of the system (here the student and the politician), instead disclosing generic analysis of the database information or information gathered from outside sources.” Appeal Br. 15 (citing Hoenig ¶¶ 59–60). According to Appellant, Hoenig’s user lenses are specific to a particular user and are not included in Hoenig’s trend analysis. Id. Thus, Appellant argues error in the Examiner’s finding that Hoenig’s trend analysis tool “provides for the ratings for data are shown based on other opinions from people in the town based on the customized lens of what is shown to the viewer about this topic.” Id. (citing Final Act. 26). According to Appellant “disclosing the retrieval of data about the opinion of two users on a topic having some relevance to a viewing user is not a disclosure that the two users are ‘connected in the social networking system to the particular viewing user.’” Id. at 16. The Examiner responds, finding In order for the [Hoenig] system to work, the first author and the second author must be connected to the particular viewing user, because they are viewing the same unregulated data of the social Appeal 2019-003705 Application 13/455,047 27 networking system. Hence, access to the same unregulated data is the connection shared between the two authors and the viewing use. Even further, paragraph[s] 0059-0060 of Hoenig discuss utilization of the trend analysis tool, where user 20 can view opinions of other users who have access to the same data construct 56. Therefore, [Hoenig] of the Yin/[Hoenig] system discloses the “third weighted factor.” Ans. 29–30. Appellant’s contention is persuasive of reversible Examiner error. Even if, as alleged by the Examiner, “the first author and the second author must be connected to the particular viewing user” (id. at 29), such a finding is neither the same as nor teaches information about whether there is such a connection. That is, the fact that the authors and user may be placed in a category does not mean that the recited connection exists. Because we agree with at least one of the arguments advanced by Appellant, we need not reach the merits of Appellant’s other arguments. Accordingly, on the record before us, we do not sustain the obviousness rejection of independent claim 15 or that of independent claim 27 which recites a similar limitation. We further do not sustain the obviousness rejections of dependent claims 16–26, 28–30, and 35–41, these dependent claims standing with their respective base independent claims. DECISION We affirm the Examiner’s rejection of claims 15–30 and 35–41 as directed to a judicial exception, without “significantly more.” We reverse the Examiner’s rejection of claims 15, 16, 18, 21, 27, 29, 35, and 36 as obvious over the combined teachings of unpatentable over Yin and Hoenig. Appeal 2019-003705 Application 13/455,047 28 We reverse the Examiner’s rejection of claims 17, 19, 20, 22, 25, and 41 as obvious over the combined teachings of Yin, Hoenig, and Parsons. We reverse the Examiner’s rejection of claims 23 and 24 as obvious over the combined teachings of Yin, Hoenig, and Ryan. We reverse the Examiner’s rejection of 26 as obvious over the combined teachings of Yin, Hoenig, and Lumer. Final Act. 37–38. We reverse the Examiner’s rejection of claims 28 and 30 as obvious over the combined teachings of Yin, Hoenig, and McBrearty. We reverse the Examiner’s rejection of claims 37 and 38 as obvious over the combined teachings of Yin, Hoenig, and Mathur. We reverse the Examiner’s rejection of claims 39 and 40 as obvious over the combined teachings of Yin, Hoenig, Mathur, and Sundaresan. Final Act. 41–43. DECISION SUMMARY Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 15–30, 35–41 101 Eligibility 15–30, 35–41 15, 16, 18, 21, 27, 29, 35, 36 103(a) Yin, Hoenig 15, 16, 18, 21, 27, 29, 35, 36 17, 19, 20, 22, 25, 41 103(a) Yin, Hoenig, Parsons 17, 19, 20, 22, 25, 41 23, 24 103(a) Yin, Hoenig, Ryan 23, 24 26 103(a) Yin, Hoenig, Lumer 26 28, 30 103(a) Yin, Hoenig, McBrearty 28, 30 37, 38 103(a) Yin, Hoenig, Mathur 37, 38 39, 40 103(a) Yin, Hoenig, Mathur, Sundaresan 39, 40 Appeal 2019-003705 Application 13/455,047 29 Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed Overall Outcome 15–30, 35–41 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