John Nicholas and Kristin Gross Trust U/A/D April 13, 2010Download PDFPatent Trials and Appeals BoardNov 19, 20202020001232 (P.T.A.B. Nov. 19, 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. 14/499,057 09/26/2014 John Nicholas Gross JNG 2014-1 6153 23694 7590 11/19/2020 Law Office of J. Nicholas Gross, Prof. Corp. PO BOX 9489 BERKELEY, CA 94709 EXAMINER DAGNEW, SABA ART UNIT PAPER NUMBER 3682 NOTIFICATION DATE DELIVERY MODE 11/19/2020 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): eofficeaction@appcoll.com jngross@pacbell.net PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ________________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ________________ Ex parte JOHN NICHOLAS GROSS ________________ Appeal 2020-001232 Application 14/499,057 Technology Center 3600 ________________ Before ROBERT E. NAPPI, CATHERINE SHIANG, and JASON J. CHUNG, Administrative Patent Judges. CHUNG, Administrative Patent Judge. DECISION ON APPEAL Pursuant to 35 U.S.C. § 134(a), Appellant1 appeals the Non-Final Rejection of claims 1–40.2 We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. INVENTION The invention relates to assessing the condition of living structures and other appurtenant real property features. Spec. 1:16–19.3 Claim 1 is illustrative of the invention and is reproduced below: 1 We use the word “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42. According to Appellant, Real Data Guru Inc. is the real party in interest. Appeal Br. 3. 2 Claims 1–40 are cancelled. Appeal Br. 20–27. 3 There are various copies of the Specification that were filed. Throughout our Decision, we refer to the Specification filed on March 13, 2015. Appeal 2020-001232 Application 14/499,057 2 1. A method of targeting advertisements based on features of building structures with a computing system comprising: a. providing a first reference file containing first electronic image data for at least an outside portion of a first target building structure; b. providing an electronic annotation tool within an electronic coding interface presenting both said first electronic image data and human selectable tags for annotating said first target building structure, including selectable data fields for identifying individual building elements including with a type identifier and a condition identifier; c. generating a second reference file using the computing system, based on processing said first reference file and inputs for said first target building structure provided though said electronic coding interface, said second reference file containing: i. a plurality of individual building elements identified in said first target building structure with the electronic coding interface based on said first electronic image data; ii. a condition associated with each of said plurality of individual building elements identified with the electronic coding interface from said first electronic image data; iii. wherein said first and second reference files are processed to generate a first target structure profile that identifies at least a set of structure elements and conditions for said first target building structure; d. processing first vendor advertising content with the computing system identifying at least one of 1) a first product/service provided by a first vendor; and 2) a target structure advertising profile; e. correlating said first advertising content to said first target structure profile with the computing system to determine if at least one product/service from said first vendor can be matched to said first target building structure based on said first target structure characterization profile; Appeal 2020-001232 Application 14/499,057 3 f. generating a first advertisement targeted to said first target building structure based on step (e), which first advertisement contains personalized advertising consisting of a combination of at least some of said first image data for said first target building structure, said first target structure characterization profile and said first vendor advertising content. Appeal Br. 20–214 (Claims Appendix) (emphases added). REJECTIONS The Examiner rejects claims 1–40 under 35 U.S.C. § 101 as being directed to patent ineligible subject matter. Non-Final Act. 3–6. The Examiner rejects claims 1–34 under 35 U.S.C. § 103(a) as being unpatentable over the combination of Stinson (US 2009/0006185 A1; published Jan. 1, 2009), Shneiderman (US 7,010,751 B2; issued Mar. 7, 2006), and Loveland (US 2002/0161608 A1; published Oct. 31, 2002). Non-Final Act. 11–28. The Examiner rejects claims 35–40 under 35 U.S.C. § 103(a) as being unpatentable over the combination of Stinson and Loveland. Non-Final Act. 7–11. ANALYSIS I. Claims 1–40 Rejected Under 35 U.S.C. § 101 A. Principles of Law 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 4 There are two Appeal Briefs that were filed: (1) an Appeal Brief filed on May 13, 2019; and (2) an Appeal Brief filed on June 17, 2019. Throughout our Decision, we refer to the Appeal Brief filed on May 13, 2019. Appeal 2020-001232 Application 14/499,057 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 2020-001232 Application 14/499,057 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. B. USPTO Section 101 Guidance In January 2019, the U.S. Patent and Trademark Office (USPTO) published revised guidance on the application of § 101. 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (Jan. 7, 2019) Appeal 2020-001232 Application 14/499,057 6 (“2019 Revised Guidance”).5 “All USPTO personnel are, as a matter of internal agency management, expected to follow the guidance.” Id. at 51; see also Update at 1. Under the 2019 Revised Guidance and the Update, 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 (see MPEP § 2106.05(a)–(c), (e)–(h) (9th ed. Rev. 08.2017, Jan. 2018)) (“Step 2A, Prong Two”).6 2019 Revised 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, under Step 2B, to whether the claim: 5 In response to received public comments, the Office issued further guidance on October 17, 2019, clarifying the 2019 Revised Guidance. USPTO, October 2019 Update: Subject Matter Eligibility (the “Update”) (available at https://www.uspto.gov/sites/default/files/documents/peg_oct_2019_update.p df). 6 This evaluation is performed 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. See 2019 Revised Guidance - Section III(A)(2), 84 Fed. Reg. 54–55. Appeal 2020-001232 Application 14/499,057 7 (3) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, 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 Revised Guidance, 84 Fed. Reg. at 52–56. C. The Examiner’s Rejection and Appellant’s Arguments The Examiner concludes the present claims recite certain methods of organizing human activity. Ans. 4, 7, 9.7 The Examiner concludes the present claims are not integrated into a practical application and there are no limitations recited in the present claims that add significantly more to the abstract idea. Id. at 5–6. The Examiner determines the present claims do not amount to significantly more than an abstract idea itself because the abstract idea is implemented using additional elements that are well- understood, routine, and conventional. Non-Final Act. 30 (citing Spec. 8:5– 9, 14:22–27, 26:29–27:98). Appellant argues claim 1 does not recite an abstract idea because it recites examining and coding building elements from electronic image data to identify their type, condition, etc. and generate a building structure 7 There are two Appeal Briefs that were filed: (1) an Appeal Brief filed on May 13, 2019; and (2) an Appeal Brief filed on June 17, 2019. Throughout our Decision, we refer to the Appeal Brief filed on May 13, 2019. 8 The Examiner refers to paragraphs 43, 78, and 124 of the published application US 2015/0186953, which correspond to the sections of the Specification that we cited above. Throughout this Decision, we refer to citations from the Specification. Appeal 2020-001232 Application 14/499,057 8 profile. Appeal Br. 7–9; Reply Br. 4. Appellant argues claim 29 does not recite an abstract idea because it recites defining a particular type of cluster based on target building structures. Appeal Br. 13; Reply Br. 7. Appellant argues claims 38–40 are not abstract because they recite training of an electronic image classifier. Appeal Br. 14; Reply Br. 7–8. Appellant argues that the present claims recite an improvement to the relevance of advertising targeting to the specific needs of a structure. Id. at 10–12 (citing Enfish, LLC v. Microsoft Corp., 822 F.3d 1327 (Fed. Cir. 2016); Trading Technologies International Inc., v. CQG, Inc., 675 F. App’x 1001 (Fed. Cir. 2017) (non-precedential); Spec. 37:9–169); Reply Br. 3–4, 6. Appellant argues that claim 21 is similar to the claims in Classen Immunotherapies, Inc. v. Biogen IDEC, 659 F.3d 1057 (Fed. Cir. 2011) because it is directed to improvements in the computer related technology such as generating a simulated remediation of defects in a first target building structure in visual form, and presenting the visual form in a printed or electronic advertisement. Appeal Br. 13–14. Appellant argues the Examiner does not provide the evidence required by Berkheimer to support a determination that the additional elements are well-understood, routine, or conventional. Appeal Br. 12–13 (citing Berkheimer v. HP Inc., 881 F.3d 1360 (Fed. Cir. 2018)); Reply Br. 6. Appellant argues claims 5 and 35 recites using a trained electronic image classifier for identifying building elements and their condition; claims 10–13 recite performing an online verification test for a first user requesting 9 Appellant’s citation refers to page 38 of the Specification. Appeal Br. 11. However, in the Specification filed March 13, 2015, the actual page number is page 37. We, therefore, refer to page 37. Appeal 2020-001232 Application 14/499,057 9 designation as an owner of a first target building structure; and claims 5, 10– 13, and 35 do not recite functions that are well-understood, routine, or conventional. Appeal Br. 13; Reply Br. 8. We disagree with Appellant. D. Step 2A, Prong 1 Patent eligibility under 35 U.S.C. § 101 is a question that we resolve pursuant to the 2019 Revised Guidance. The emphasized portions of claim 1, reproduced above (see supra at 2), recite commercial interactions because they pertain to targeting advertising. See 2019 Revised Guidance, 84 Fed. Reg. at 52 n.14. Commercial interactions fall into the category of certain methods of organizing human activity. Id. Certain methods of organizing human activity are a type of abstract idea. Id. We, therefore, disagree with Appellant’s argument that claim 1 does not recite an abstract idea because it recites examining and coding building elements from electronic image data to identify their type, condition, etc. and generate a building structure profile. Appeal Br. 7–9. The additional elements (i.e., the non-emphasized portions of claim 1 recited supra at 1–2) are generic computer components for the reasons discussed infra. Similarly, we disagree with Appellant’s argument that claim 29 does not recite an abstract idea because it recites defining a particular type of cluster based on target building structures. Appeal Br. 13. Claim 29 recites similar features as claim 1 (i.e., an abstract idea as discussed in the preceding paragraph) plus defining a particular type of cluster based on target building structures (i.e., also part of commercial interactions because it pertains to targeting advertising, which is certain methods of organizing human activity (an abstract idea)). Similarly, we disagree with Appellant’s argument that claims 38–40 Appeal 2020-001232 Application 14/499,057 10 are not abstract because they recite training of an electronic image classifier. Appeal Br. 14. Claim 38 recites “a noise based model to identify a condition of such individual building elements,” which is a commercial interaction because it pertains to targeting advertising. See 2019 Revised Guidance, 84 Fed. Reg. at 52 n.14. Commercial interactions falls into the category of certain methods of organizing human activity (an abstract idea)). Id. Claim 39 recites “statistical modeling of locations of building structure features to identify said individual building elements,” which is a commercial interaction (i.e., an abstract idea) because it pertains to targeting advertising. Id. Claim 40 recites “feature extraction a block level of said electronic image data to identify said individual building elements,” which is a commercial interaction (i.e., an abstract idea) because it pertains to targeting advertising. Id. Moreover, we conclude the limitation “electronic” is an extra-solution activity. We must still determine whether the abstract idea is integrated into a practical application, namely whether the claim applies, relies on, or uses the abstract idea in a manner that imposes a meaningful limit on the abstract idea, such that the claim is more than a drafting effort designed to monopolize the abstract idea. See 2019 Revised Guidance, 84 Fed. Reg. at 54–55. We therefore (1) identify whether there are any additional recited elements beyond the abstract idea, and (2) evaluate those elements both individually and collectively to determine whether they integrate the exception into a practical application. See id. Accordingly, we proceed to Prong 2. Appeal 2020-001232 Application 14/499,057 11 E. Step 2A, Prong 2 Here, the elements in the present claims used to implement the abstract idea are the “electronic coding interface” and “computing system.” See 2019 Revised Guidance, 84 Fed. Reg. at 52. The additional elements of the present claims do not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea for the following reasons. Appellant does not identify persuasively how the Specification sets forth an improvement in technology. Appeal Br. 9–10 (citing Core Wireless Licensing S.A.R.L v. LG Elecs., Inc., 880 F.3d 1356 (Fed. Cir. 2018). The Update addresses how we consider evidence of improvement that is presented to us. The Update states: [T]he evaluation of Prong Two requires the use of the considerations (e.g. improving technology, effecting a particular treatment or prophylaxis, implementing with a particular machine, etc.) identified by the Supreme Court and the Federal Circuit, to ensure that the claim as a whole “integrates [the] judicial exception into a practical application [that] will apply, rely on, or use the judicial exception in a manner that imposes a meaningful limit on the judicial exception, such that the claim is more than a drafting effort designed to monopolize the judicial exception. Update 11 (emphases added). The Update further states: During examination, the examiner should analyze the “improvements” consideration by evaluating the specification and the claims to ensure that a technical explanation of the asserted improvement is present in the specification, and that the claim reflects the asserted improvement. Generally, examiners are not expected to make a qualitative judgment on the merits of the asserted improvement. If the examiner concludes the disclosed invention does not improve technology, the burden shifts to applicant to provide persuasive arguments supported by Appeal 2020-001232 Application 14/499,057 12 any necessary evidence to demonstrate that one of ordinary skill in the art would understand that the disclosed invention improves technology. Any such evidence submitted under 37 C.F.R. § 1.132 must establish what the specification would convey to one of ordinary skill in the art and cannot be used to supplement the specification. For example, in response to a rejection under 35 U.S.C. § 101, an applicant could submit a declaration under § 1.132 providing testimony on how one of ordinary skill in the art would interpret the disclosed invention as improving technology and the underlying factual basis for that conclusion. Id. at 13 (emphasis added). We, therefore, focus on any evidence Appellant cites in its briefs, as discussed in the Update. Appellant refers us to page 37, lines 9–16 of the Specification. Appeal Br. 10–12 (citing Spec. 37:9–16). However, page 37, lines 9–16 of the Specification discuss targeting coupons to specific houses based on stored profiles for structures and owners instead of targeting every house. Spec. 37:9–16. At best, this is an improvement to targeting advertising (i.e., an abstract idea as discussed supra in § I.D). Id.; see, e.g., Synopsys, Inc. v. Mentor Graphics Corp., 839 F.3d 1138, 1151 (Fed. Cir. 2016) (“[A] claim for a new abstract idea is still an abstract idea.”). “[U]nder the Mayo/Alice framework, a claim directed to a newly discovered law of nature (or natural phenomenon or 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) (citations omitted). We are not persuaded by Appellant’s citation to Enfish to demonstrate that the present claims recite an improvement to the relevance of advertising targeting to the specific needs of a structure. Appeal Br. 10–12 (citing Appeal 2020-001232 Application 14/499,057 13 Enfish, LLC v. Microsoft Corp., 822 F.3d 1327 (Fed. Cir. 2016)). In Enfish, the Federal Circuit considered how the invention in Enfish was superior to the technology in the prior art. That is, the court considered “the specification’s emphasis that ‘the present invention comprises a flexible, self-referential table that stores data,’” “[t]he specification also teaches that the self-referential table functions differently than conventional database structures,” and “traditional databases, such as ‘those that follow the relational model and those that follow the object oriented model’ are inferior to the claimed invention.” Enfish, 822 F.3d at 1337 (interior citation omitted). Moreover, in Enfish “‘[t]he structural requirements of current databases require a programmer to predefine a structure and subsequent [data] entry must conform to that structure,’ [and] the ‘database of the present invention does not require a programmer to preconfigure a structure to which a user must adapt data entry.’” Id. (first and second alterations in original). Based on the foregoing, the court determined the claims “achieve[d] other benefits over conventional databases, such as increased flexibility, faster search times, and smaller memory requirements.” Id. Unlike the claims of Enfish, the present claims do not recite “a specific improvement to the way computers operate, embodied in the self-referential table” or other types of similar improvements. Id. at 1336. Nor do the claims recite an improvement to the underlying computer technology or to any of the additional elements, as discussed supra. Instead, the claims are directed to an abstract idea as discussed supra. We also disagree with Appellant’s argument that the present claims recite an improvement to the relevance of advertising targeting to the specific needs of a structure. Appeal Br. 10–12 (citing Trading Appeal 2020-001232 Application 14/499,057 14 Technologies International Inc., v. CQG, Inc., 675 F. App’x 1001 (Fed. Cir. 2017) (non-precedential)). In Trading Technologies, the patents described electronic trading of stocks, bonds, futures, options, and similar products. Trading Technologies Int’l Inc., v. CQG, Inc., 675 F. App’x at 1002. The patents explained problems that arose when a trader attempted to enter an order at a particular price, but missed the price because the market fluctuated prior to the order entry and execution. Id. Also, sometimes the trades were executed at different prices than intended because of rapid market movement. Id. at 1002–03. Unlike the claims of Trading Technologies, the present claims do not recite a graphical user interface that prevents order entry at a changed price or similar improvements. Id. at 1003. We further disagree with Appellant’s argument that claim 21 is similar to the claims in Classen Immunotherapies, Inc. v. Biogen IDEC, 659 F.3d 1057 (Fed. Cir. 2011) because it is directed to improvements in the computer related technology such as generating a simulated remediation of defects in a first target building structure in visual form, and presenting the visual form in a printed or electronic advertisement. Appeal Br. 13–14. In Classen, claim 1 stated determining whether an immunization schedule affects the incidence or severity of a chronic immune-mediated disorder by reviewing information on whether an immunization schedule affects the incidence or severity of a chronic immune-mediated disorder. Classen Immunotherapies, Inc. v. Biogen IDEC, 659 F.3d at 1067. Unlike the claims of Classen, claim 21 of the present case does not recite the idea of comparing known immunization results that are found in scientific literature, and does not require using this information for immunization purposes or similar improvements. Id. Appeal 2020-001232 Application 14/499,057 15 Furthermore, the additional elements in the present claims, namely “electronic coding interface” and “computing system” do not, either individually or in combination, integrate the abstract idea into a practical application. In particular, Appellant’s Specification discloses that these elements encompass generic computer components. Spec. 4:1–2, 4:11–23, 5:19–29, 7:4–5, 7:19–23. Merely adding generic computer components to perform abstract ideas does not integrate those ideas into a practical application. See 2019 Revised Guidance, 84 Fed. Reg. at 55 (identifying “merely includ[ing] instructions to implement an abstract idea on a computer” as an example of when an abstract idea has not been integrated into a practical application). We, therefore, conclude that the additional elements, whether considered individually or as an ordered combination, do not integrate the abstract idea into a practical application because the additional elements are generic computer components that do not impose meaningful limits on practicing the abstract idea. Appellant does not make any other arguments pertaining to Step 2A, Prong 2. Because we determine that the present claims recite an abstract idea that is not integrated into a practical application, we proceed to Step 2B. F. Step 2B We disagree with Appellant’s argument, that the Examiner fails to provide sufficient evidence to support the finding that the additional elements recited in claims 1 and 35 implement the abstract idea, whether considered individually or as an ordered combination, are well-understood, routine, and conventional. Appeal Br. 8, 13 (citing Berkheimer, 881 F.3d 1360). Appeal 2020-001232 Application 14/499,057 16 The Examiner determines the present claims do not amount to significantly more than an abstract idea itself because the abstract idea is implemented using additional elements that are well-understood, routine, and conventional. Non-Final Act. 30 (citing Spec. 8:5–9, 14:22–27, 26:29– 27:9). The Specification indicates that the additional elements (i.e., “electronic coding interface” and “computing system”) are nothing more than generic computer components. Spec. 8:5–9, 14:22–27, 26:29–27:9. Appellant’s Specification indicates these additional elements were well- understood, routine, and conventional components because it describes them at a high level of generality and in a manner that indicates that they are sufficiently well-known. Id. To the extent that Appellant is arguing that the Specification does not support a finding that the additional elements implementing the abstract idea are well-understood, routine, and conventional, we disagree because the Specification indicates that the additional elements (i.e., “image processing system” and “automated trained classifier”) are nothing more than generic computer components. Spec. 11:1–4, 14:22–27. Appellant’s Specification indicates these additional elements were well-understood, routine, and conventional components because it describes them at a high level of generality and in a manner that indicates that they are sufficiently well- known. For at least the above reasons, we conclude, under the 2019 Revised Guidance, that each of the present claims, considered as a whole, is directed to a patent-ineligible abstract idea that is not integrated into a practical application, and does not include an inventive concept. We, therefore, Appeal 2020-001232 Application 14/499,057 17 sustain the Examiner’s rejection of: (1) independent claims 1, 29, and 35; and (2) dependent claims 2–28, 30–34, and 36–40 under § 101. II. Claims 1–40 Rejected Under 35 U.S.C. § 103 A. Claims 1–4 and 29–35 The Examiner finds Shneiderman teaches annotating images, which the Examiner maps to the limitation “including with a type identifier and a condition identifier” recited in claim 1. Non-Final Act. 13 (citing Shneiderman, 4:23–37, Fig. 9). The Examiner finds Stinson teaches the limitation “generating a second reference file . . . containing . . . a condition associated with each of said plurality of individual building elements” recited in claim 1. Non-Final Act. 13 (citing Stinson ¶ 28, Figs. 4, 16). The Examiner finds Loveland teaches limitations (e) and (f) recited in claim 1. Non-Final Act. 14 (citing Loveland ¶ 86). Appellant argues Shneiderman merely teaches annotating an image, but fails to teach a “type identifier” or a “condition identifier” for an identified individual building element. Appeal Br. 14–16; Reply Br. 8–9. Appellant argues Stinson fails to teach creating a second reference file containing a condition associated with a plurality of individual building elements. Appeal Br. 16; Reply Br. 9–10. Appellant argues Loveland fails to teach limitations (e) and (f) recited in claim 1. Appeal Br. 16–17; Reply Br. 10–11. Appellant argues Stinson’s paragraph 28 fails to teach clustering structures based on their common features and associated common conditions as required by claim 29. Appeal Br. 18; Reply Br. 12. Appellant argues Stinson and Loveland fails to teach an automated classifier as required by claim 35. Appeal Br. 18–19; Reply Br. 12. We disagree with Appellant. Appeal 2020-001232 Application 14/499,057 18 Claim construction is an issue of law that is left for a court or a tribunal. “[W]hen the district court reviews only evidence intrinsic to the patent (the patent claims and specifications, along with the patent’s prosecution history), the judge’s determination will amount solely to a determination of law.” Teva Pharms. USA, Inc. v. Sandoz, Inc., 574 U.S. 318, 331 (2015). “[T]he ultimate issue of the proper construction of a claim should be treated as a question of law.” Id. at 326. We construe claim terms according to their broadest reasonable construction in light of the specification of the patent or application in which they appear. In re Bigio, 381 F.3d 1320, 1324 (Fed. Cir. 2004). Consistent with the broadest reasonable construction, claim terms are generally given their ordinary and customary meaning, as understood by a person of ordinary skill in the art, in the context of the entire specification. In re Translogic Tech., Inc., 504 F.3d 1249, 1257 (Fed. Cir. 2007). Also, we must be careful not to read a particular embodiment appearing in the written description into the claim if the claim language is broader than the embodiment. See In re Van Geuns, 988 F.2d 1181, 1184 (Fed. Cir. 1993) (“[L]imitations are not to be read into the claims from the specification.”). However, a term may be defined in the specification with reasonable clarity, deliberateness, and precision. In re Paulsen, 30 F.3d 1475, 1480 (Fed. Cir. 1994). We note that the limitation “including with a type identifier and a condition identifier” recites non-functional descriptive material because it does not change the operation of the claimed processor. The informational content of non-functional descriptive material is not entitled to weight in the patentability analysis. See Ex parte Nehls, 88 USPQ2d 1883, 1887–90 Appeal 2020-001232 Application 14/499,057 19 (BPAI 2008) (precedential); Ex parte Curry, 84 USPQ2d 1272 (BPAI 2005) (informative) (Federal Circuit Appeal No. 2006-1003), aff’d, Rule 36 (June 12, 2006)); Ex parte Mathias, 84 USPQ2d 1276 (BPAI 2005) (informative), aff’d, 191 F. App’x 959 (Fed. Cir. 2006). As a result, we need not decide whether Shneiderman teaches the limitation “including with a type identifier and a condition identifier.” Appeal Br. 14–16; Reply Br. 8–9. As for Appellant’s second, third, and fourth arguments, in order to rebut a prima facie case of unpatentability, Appellant must point out the supposed Examiner errors distinctly and specifically, and the specific distinctions believed to render the claims patentable over the applied references. See 37 C.F.R. § 41.37(c)(1)(iv) (2018) (“A statement which merely points out what a claim recites will not be considered an argument for separate patentability of the claim.”); see also In re Lovin, 652 F.3d 1349, 1357 (Fed. Cir. 2011) (“[W]e hold that the Board reasonably interpreted Rule 41.37 to require more substantive arguments in an appeal brief than a mere recitation of the claim elements and a naked assertion that the corresponding elements were not found in the prior art.”); cf. In re Baxter Travenol Labs., 952 F.2d 388, 391 (Fed. Cir. 1991) (“It is not the function of this court to examine the claims in greater detail than argued by an appellant, looking for [patentable] distinctions over the prior art.”). In this case, Appellant does not distinctly and specifically point out why Stinson fails to teach creating a second reference file containing a condition associated with a plurality of individual building elements. Appeal 2020-001232 Application 14/499,057 20 Appeal Br. 16.10 Nor does Appellant distinctly and specifically point out why Loveland fails to teach limitations (e) and (f) recited in claim 1. Appeal Br. 16–17.11 Also, Appellant fails to distinctly and specifically point out why Stinson’s paragraph 28 fails to teach clustering structures based on their common features and associated common conditions as required by claim 29. Appeal Br. 18; Reply Br. 12. 10 Appellant alleges that because the Examiner makes a new finding in the Answer by citing to Stinson’s Figures 4 and 16, Appellant can introduce new detailed arguments pertaining to Stinson. Reply Br. 9–10. However, the Examiner cites to Figures 4 and 16 of Stinson in the Non-Final Action. Non-Final Act. 12–13 (citing Stinson ¶ 28, Figs. 4 and 16). Appellant’s argument is untimely and waived because the Examiner did not change the theory of unpatentability in the Answer (compare Non-Final Act. 12–13 (citing Stinson ¶ 28, Figs. 4 and 16) with Ans. 10–11 (citing Stinson ¶ 28, Figs. 4 and 16)), while Appellant proffered new arguments in the Reply Brief (compare Appeal Br. 16 (lacking arguments that distinctly and specifically point out the alleged Examiner’s error) with Reply Br. 9–10 (including new specific arguments pertaining to Stinson)) without showing good cause. See 37 C.F.R. § 41.41(b)(2). We, therefore, do not consider Appellant’s untimely argument on pages 9–10 of the Reply Brief. 11 Appellant alleges that because the Examiner makes a new finding in the Answer by citing to Loveland’s model 26, Appellant can introduce new detailed arguments pertaining to Loveland. Reply Br. 10–11. However, the Examiner cites to paragraph 86 of Loveland, which includes the description of model 26 in the Non-Final Action. Non-Final Act. 14 (citing Loveland ¶ 86). Appellant’s argument is untimely and waived because the Examiner did not change the theory of unpatentability in the Answer (compare Non- Final Act. 14 (citing Loveland ¶ 86) with Ans. 11 (citing Loveland ¶ 86)), while Appellant proffered new arguments in the Reply Brief (compare Appeal Br. 16–17 (lacking arguments that distinctly and specifically point out the alleged Examiner’s error) with Reply Br. 10–11 (including new specific arguments pertaining to paragraph 86 of Loveland)) without showing good cause. See 37 C.F.R. § 41.41(b)(2). We, therefore, do not consider Appellant’s untimely argument on pages 10–11 of the Reply Brief. Appeal 2020-001232 Application 14/499,057 21 Appellant’s argument that Stinson and Loveland fails to teach an automated classifier is misplaced because claim 35 does not recite an “automated classifier.” Appeal Br. 18–19; Reply Br. 12. “[A]ppellant’s arguments fail from the outset because . . . they are not based on limitations appearing in the claims.” See In re Self, 671 F.2d at 1348 (CCPA 1982). Appellant does not argue claims 2–4, 6–9, 14, 18–28, and 30–34 separately with particularity. Appeal Br. 14–19. Accordingly, we sustain the Examiner’s rejection of: (1) independent claims 1, 29, and 35; and (2) dependent claims 2–4, 6–9, 14, 18–28 and 30–34 under § 103. B. Claim 5 The Examiner finds Stinson teaches “first electronic image data identifying automatically identified individual building elements and associated conditions for said first building structure generated by an image processing system using an automated trained classifier” recited in claim 5. Non-Final Act. 15 (citing Stinson ¶ 58, Figs. 7–8). Appellant argues the cited references fail to show using an automated trained classifier for automatically identifying “individual building elements and associated conditions” for a building structure. Appeal Br. 17. We disagree with Appellant. In order to rebut a prima facie case of unpatentability, Appellant must point out the supposed Examiner errors distinctly and specifically, and the specific distinctions believed to render the claims patentable over the applied references. See 37 C.F.R. § 41.37(c)(1)(iv) (2018); see also Lovin, 652 F.3d at 1357; cf. Baxter Travenol Labs., 952 F.2d at 391. In this case, Appellant does not distinctly and specifically point out why the cited references fail to show using an automated trained classifier Appeal 2020-001232 Application 14/499,057 22 for automatically identifying “individual building elements and associated conditions” for a building structure. Appeal Br. 17. Accordingly, we sustain the Examiner’s rejection of claim 5 under § 103. C. Claims 10–13 The Examiner finds Stinson teaches locating a correct house for recording and verification, which the Examiner maps to the limitation “performing an online verification test for a first user requesting designation as an owner of said first target building structure, which verification test includes measuring a first location of a device associated with such first user” recited in claim 10. Non-Final Act. 15 (citing Stinson ¶ 58, Figs. 7–8). Appellant argues Stinson’s paragraph 43 merely teaches determining if an appraiser has located the property on a digital map rather than determining anything about the owner of a building structure. Appeal Br. 17. We agree with Appellant. Although the cited portions of Stinson teach a verification, Stinson’s verification is not an owner’s verification. Non-Final Act. 15 (citing Stinson ¶ 58, Figs. 7–8). Accordingly, Stinson fails to teach “performing an online verification test for a first user requesting designation as an owner of said first target building structure, which verification test includes measuring a first location of a device associated with such first user” (emphasis added) recited in claim 10. Claims 11–13 depend from claim 10. Accordingly, we do not sustain the Examiner’s rejection of claims 10–13 under § 103. Appeal 2020-001232 Application 14/499,057 23 D. Claims 15–17 The Examiner finds Stinson teaches the limitation a “computing system automatically creates logical geographic proximate groups of building structures having common building elements and conditions in a designated area” recited in claim 15. Ans. 12–13 (citing Stinson ¶ 72); Non- Final Act. 19 (citing Stinson ¶ 54). Appellant argues Stinson’s query logic merely teaches all properties in a particular zip code instead of units that have “common building elements and conditions” as recited in claim 15. Appeal Br. 18; Reply Br. 12. We disagree with Appellant. The Examiner makes a new finding in the Answer, which Appellant does not rebut. Compare Ans. 12–13 (citing Stinson ¶ 72); Reply Br. 12, with Non-Final Act. 19 (citing Stinson ¶ 54); Appeal Br. 18. As a result, Appellant fails to show Examiner error. See Baxter Travenol Labs., 952 F.2d at 391. Claims 16 and 17 depend from claim 15. Appellant does not argue claims 16 and 17 separately. Accordingly, we sustain the Examiner’s rejection of claims 15–17 under § 103. E. Claim 21 The Examiner finds Stinson teaches the limitations recited in claim 21. Ans. 13 (citing Stinson ¶ 49); Non-Final Act. 21 (citing Stinson ¶ 49). Appellant argues there are no identified “defects” in Stinson or Shneiderman, let alone simulations of remediation presented to anyone in the cited passages. Appeal Br. 18; Reply Br. 12. We disagree with Appellant. Regarding Appellant’s argument pertaining to claim 21, in order to rebut a prima facie case of unpatentability, Appellant must point out the Appeal 2020-001232 Application 14/499,057 24 supposed Examiner errors distinctly and specifically, and the specific distinctions believed to render the claims patentable over the applied references. See 37 C.F.R. § 41.37(c)(1)(iv) (2018); see also Lovin, 652 F.3d at 1357; cf. Baxter Travenol Labs., 952 F.2d at 391. Appellant fails to rebut the Examiner’s findings pertaining to claim 21 distinctly and specifically. Accordingly, we sustain the Examiner’s rejection of claim 21 under § 103. F. Claims 36–40 The Examiner finds Stinson teaches the limitations recited in claims 36–40. Ans. 13–14 (citing Stinson ¶¶ 50, 58); Non-Final Act. 10–11 (citing Stinson ¶¶ 23, 48–50, Figs. 7–8). Appellant argues the Examiner does not map the limitations recited in claims 36–40 with any “rhyme or reason” and, for example, claim 38 requires an electronic image classifier uses a noise based model to identify conditions of building elements, whereas Stinson merely teaches a photographer tagging photos. Appeal Br. 18; Reply Br. 12–13. We disagree with Appellant. The Examiner makes a new finding in the Answer, which Appellant does not rebut. Compare Ans. 13–14 (citing Stinson ¶¶ 50, 58); Reply Br. 12–13, with Non-Final Act. 10–11 (citing Stinson ¶¶ 23, 48–50, Figs. 7–8); Appeal Br. 18. Regarding Appellant’s argument pertaining to claims 36, 37, 39, and 40, in order to rebut a prima facie case of unpatentability, Appellant must point out the supposed Examiner errors distinctly and specifically, and the specific distinctions believed to render the claims patentable over the applied references. See 37 C.F.R. § 41.37(c)(1)(iv) (2018); see also Lovin, 652 F.3d Appeal 2020-001232 Application 14/499,057 25 at 1357; cf. Baxter Travenol Labs., 952 F.2d at 391. Appellant fails to rebut the Examiner’s findings pertaining to claims 36, 37, 39, and 40 distinctly and specifically. Accordingly, we sustain the Examiner’s rejection of claims 36–40 under § 103. We have only considered those arguments that Appellant actually raised in the Briefs. Arguments Appellant could have made, but chose not to make, in the Briefs have not been considered and are deemed to be waived. See 37 C.F.R. § 41.37(c)(1)(iv). CONCLUSION 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. § 1.136(a)(1)(iv). AFFIRMED Claim(s) Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 1–40 101 Eligibility 1–40 1–34 103 Stinson, Shneiderman, Loveland 1–9, 14–34 10–13 35–40 103 Stinson, Loveland 35–40 Overall Outcome 1–40 Copy with citationCopy as parenthetical citation