Ex Parte Andrews et alDownload PDFPatent Trial and Appeal BoardSep 28, 201813337703 (P.T.A.B. Sep. 28, 2018) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE 13/337,703 12/27/2011 79804 7590 10/02/2018 Duncan Galloway Egan Greenwald, PLLC 9750 Ormsby Station Road, Suite 210 Louisville, KY 40223 FIRST NAMED INVENTOR Sarah L. Andrews 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 ATTORNEY DOCKET NO. CONFIRMATION NO. 113027.000070US1 4627 EXAMINER SCHEUNEMANN, RICHARD N ART UNIT PAPER NUMBER 3624 NOTIFICATION DATE DELIVERY MODE 10/02/2018 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): kduncan@dgeglaw.com carnold@dgeglaw.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte SARAH L. ANDREWS, PEENAKI DAM, DAMIEN FRENNEL, SUMMIT CHAUDHURL, RICARDO RODRIGUEZ, ASH OK GANSP AM, FRANK SCHILDER, and JOCHEN LOTHAR LEIDNER Appeal2017-008070 Application 13/337,703 1 Technology Center 3600 Before CARLA A. KRIVAK, HUNG H. BUI, and NABEEL U. KHAN, Administrative Patent Judges. KRIVAK, Administrative Patent Judge. DECISION ON APPEAL Appellants seek our review under 35 U.S.C. § 134(a) from the Examiner's Final Rejection of claims 1--46, which are all the claims pending in the application. Claims App. We have jurisdiction under 35 U.S.C. § 6(b). We affirm. 2 1 Appellants identify the real party in interest as Thomson Reuters Global Resources. App. Br. 1. 2 Our Decision refers to Appellants' Appeal Brief ("App. Br.") filed January 9, 2017; Reply Brief ("Reply Br.") filed May 9, 2017; Examiner's Answer ("Ans.") mailed March 9, 2017; Final Office Action ("Final Act.") mailed Appeal2017-008070 Application 13/337,703 STATEMENT OF THE CASE Appellants' invention relates to "methods and systems for generating corporate green score using social media sourced data and sentiment analysis." Spec., title. According to Appellants, "a News/Media Analytics System (NMAS) [is] adapted to automatically process and 'read' news stories and content from blogs, twitter, and other social media sources, represented by news/media corpus, in as close to real-time as possible" and apply "one or more models against the content to determine green scoring and/or anticipate behavior of stock price and other investment vehicles" "to provide a sentiment-based solution for scoring the 'greenness' of companies." Abstract. Claims 1, 21, and 40 are independent. Claim 1 is illustrative of the claimed subject matter, as reproduced below with disputed limitations in italics: 1. A computer implemented method for near real-time processing of data to derive one or more outputs for action by a user, the method comprising: (a) identifying by a computer an entity to which a green score will be assigned; (b) identifying and collecting by the computer a set of social media information related to the identified entity from a plurality of data sources over a network connection; ( c) performing a sentiment analysis on the set of social media information related to the identified entity, the sentiment analysis including a text based sentiment analysis of the first set of social media information; ( d) determining by a computer a sentiment score based at least in part on the performed sentiment analysis including the text based sentiment analysis; August 5, 2016; and original Specification ("Spec.") filed December 27, 2011. 2 Appeal2017-008070 Application 13/337,703 ( e) calculating by a computer the green score based at least in part upon the determined sentiment score and a predictive model as applied to the determined sentiment score, and wherein the green score represents a green sentiment score; (f) transmitting by a computer the green score; (g) subsequently performing a sentiment analysis on a second set of social media information related to the identified entity, the sentiment analysis including a text based sentiment analysis of the first set of social media information; (h) determining by a computer a second sentiment score based at least in part on the performed sentiment analysis including the text based sentiment analysis; and (i) calculating by a computer an adjusted green score based at least in part upon the determined second sentiment score and a predictive model as applied to the determined second sentiment score, and wherein the adjusted green score represents an adjusted green sentiment score. App. Br. 32 (Claims App.). EXAMINER'S REJECTIONS & REFERENCES Claims 1 and 24 stand rejected under 35 U.S.C. § 112, second paragraph as being indefinite. Final Act. 7-8. Claims 1--46 stand rejected under 35 U.S.C. § 101 because the claimed invention is directed to non-statutory subject matter. Final Act. 5-7. Claims 1, 4, 6, 10, 14--17, 19, 22, 24, 27, 29, 33, 37--40, 42, and 45 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet et al. (US 2008/0243716 Al; published Oct. 2, 2008; "Ouimet") and Holtzman et al. (US 2007/0124432 Al; published May 31, 2007; "Holtman"). Final Act. 8-26. 3 Appeal2017-008070 Application 13/337,703 Claims 2 and 25 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, and Roberts (US 2009/0171722 Al; published July 2, 2009). Final Act. 26-28. Claims 3, 7, 13, 26, 30, 36 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, and Office Notice. Final Act. 28-31. Claims 5 and 28 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, and Beldock (US 6,490,565 B 1; issued Dec. 3, 2002). Final Act. 31-33. Claims 8, 9, 31, and 32 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, and Lawrence et al. (US 2006/0004878 Al; published Jan. 5, 2006; "Lawrence"). Final Act. 33-36. Claims 11, 12, 34, and 35 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, and Wilson (US 2009/0271325 Al; published Oct. 29, 2009). Final Act. 36-39. Claims 18 and 41 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, and Hoogs et al. (US 2005/0071217 Al; published March 31, 2005; "Hoogs"). Final Act. 39--41. Claims 20, 21, 43, and 44 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, and Wennberg (US 2006/0129427 Al; published June 15, 2006). Final Act. 41--45. Claims 23 and 46 stand rejected under 35 U.S.C. § I03(a) as being unpatentable over Ouimet, Holtzman, Beldock, and Roberts (US 2009/0171722 Al; published July 2, 2009). Final Act. 45--47. 4 Appeal2017-008070 Application 13/337,703 ANALYSIS 35 US.C. § 112, Second Paragraph: Claims 1 and 24 In rejecting claims 1 and 24, 3 the Examiner finds the term "near real- time processing" is relative and, as such, is indefinite. Final Act. 8. Appellants argue the word "near" used in the context of "near real- time processing" is described in paragraphs 17,19, 41, 50, 54, 78, 82, and 107 of Appellants' Specification and is well known in the art, as "denoting or relating to a data-processing system that is slightly slower than real-time." App. Br. 21-22. For example, paragraph 47 describes that near real-time processing may take place within 150ms, and the term "near real-time processing" or "real-time processing" is used consistently throughout Appellants' Specification to refer to processing that occurs in close to real time, i.e., not hours or days after an event has occurred. Reply Br. 3. We agree with Appellants. The standard for indefiniteness is set forth in Orthokinetics, Inc. v. Safety Travel Chairs, Inc., 806 F.2d 1565, 1576 (Fed. Cir. 1986): "A decision on whether a claim is invalid under§ 112, 2d ,r, requires a determination of whether those skilled in the art would understand what is claimed when the claim is read in light of the specification." We agree with Appellants that a skilled artisan would understand the term "near real-time processing" in the context of Appellants' Specification. 3 In the Final Action, the Examiner also asserts the terms "sentiment" and "green sentiment" are subjective and, as such, are indefinite. Final Act. 7. However, this assertion has been withdrawn in the Examiner's Answer (Ans. 4). As such, we need to address whether these terms are indefinite. 5 Appeal2017-008070 Application 13/337,703 As such, we do not sustain the Examiner's § 112, ,r 2, rejection of claims 1 and 24. 35 US.C. § 101: Claims 1-46 In Alice Corp. v. CLS Bank International, 134 S. Ct. 2347 (2014), the Supreme Court reiterates an analytical two-step framework previously set forth in Mayo Collaborative Services v. Prometheus Laboratories, Inc., 566 U.S. 66, 79 (2012), "for distinguishing patents that claim laws of nature, natural phenomena, and abstract ideas from those that claim patent-eligible applications of those concepts." Alice, 134 S. Ct. at 2355. The first step in the analysis is to "determine whether the claims at issue are directed to one of those patent-ineligible concepts," such as an abstract idea. Id. If the claims are directed to eligible subject matter, the inquiry ends. Thales Visionix Inc. v. United States, 850 F.3d 1343, 1349 (Fed. Cir. 2017); Enfzsh, LLC v. Microsoft Corp., 822 F.3d 1327, 1339 (Fed. Cir. 2016). If the claims are directed to a patent-ineligible concept, the second step in the analysis is to consider the elements of the claims "individually and 'as an ordered combination"' to determine whether there are additional elements that "'transform the nature of the claim' into a patent-eligible application." Alice, 134 S. Ct. at 2355 (quoting Mayo, 566 U.S. at 79, 78). In other words, the second step is to "search for an 'inventive concept'-i.e., an element or combination of elements that is 'sufficient to ensure that the patent in practice amounts to significantly more than a patent upon the [ineligible concept] itself."' Id. (quoting Mayo, 566 U.S. at 72-73). In rejecting claims 1-10, 12-30, 32--40, and 42--48 under 35 U.S.C. § 101, the Examiner determines (1) these claims are directed to an abstract idea of "calculating a green score [ of an entity]" based on received data 6 Appeal2017-008070 Application 13/337,703 (Final Act. 6), and includes limitations that are nothing more than "steps for gathering data and manipulating data to calculate a green score" (Ans. 5) and (2) the additional elements in the claims, whether taken separately or in an ordered combination, are all steps for data manipulation and data reporting related to calculating a green score that do not amount to significantly more than the abstract idea, because (i) "the claims do not recite an improvement to another technology or technical field, nor do they recite an improvement to the functioning of the computer itself' and (ii) "the claims require no more than a generic computer ... to perform generic computer functions that are well-understood, routine, and conventional activities previously known to the industry." Final Act. 6-7; Ans. 4--5. The Examiner also determines these claims are directed to an abstract idea because the process recited in these claims can be implemented mentally or performed manually by a human with pen and pencil. Ans. 6; see also CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366 (Fed. Cir. 2011). At the outset, Appellants argue "claim 1 recites statutory subject matter pursuant to 35 U.S.C. § 101" under the so-called "machine-or- transformation" (MoT) test established by the Federal Circuit in In re Bilski, 545 F.3d 943, 954 (Fed. Cir. 2008) ( en bane). Under Bilski 's MoT test, a claimed process can be considered patent-eligible under § 101 if: (1) "it is tied to a particular machine or apparatus"; or (2) "it transforms a particular article into a different state or thing." Bilski, 545 F.3d at 954 (citing Gottschalk, 409 U.S. at 70, 93 S. Ct. 253). However, Appellants' reliance on the MoT test is misplaced. In In re Bilski, the Federal Circuit adopted a "machine-or- transformation" (MoT) test to determine whether a process claim is eligible 7 Appeal2017-008070 Application 13/337,703 under 35 U.S.C. § 101. However, the Supreme Court held, in Bilski v. Kappas, 130 S. Ct. 3218, 3227 (2010), that the "MoT" test, while a "useful and important clue," is no longer the sole test for determining the patent- eligibility of process claims under§ 101. Since Bilski v. Kappas, the Supreme Court has created a two-step framework in Alice, 134 S. Ct. at 2354 to address whether a claim falls outside of§ 101, which we discuss infra. 4 Alice/Mayo-Step 1 (Abstract Idea) Turning to the first step of the Alice inquiry, Appellants argue "the Examiner's characterization of the claim is overly broad," citing Enfzsh, LLC v. Microsoft Corp., 822 F.3d 1327 (Fed. Cir. 2016) and a memorandum from Robert W. Bahr, Deputy Commissioner for Patent Examination Policy, to Patent Examining Corps, Recent Subject Matter Eligibility Decisions (May 19, 2016), which warn against "describing the claims at such a high level of abstraction and untethered from the language of the claims" and suggest such an abstraction will "all but ensure[] that the exceptions to § 101 swallow the rule." App. Br. 11 (quoting Enfish, 822 F.3d at 1336). According to Appellants, "[t]he subject matter of the claimed invention is far removed from the concepts of risk hedging, intermediated settlement, and fundamental mathematical algorithms and does not involve a 'fundamental 4 As recognized by the Federal Circuit in Ultramercial, Inc. v. Hulu, LLC, 772 F.3d 709, 716 (Fed. Cir. 2014), Bilski 's "machine-or-transformation" (MoT) test can also provide a "'useful clue"' in the second step of the Alice framework. See In re Bilski,4 545 F.3d 943, 954 (Fed. Cir. 2008) (en bane). However, Appellants' method claim 1 and its corresponding system claim 24 are neither sufficiently "tied to a particular machine or apparatus" nor involved in any type of transformation of any particular article for reasons discussed infra. 8 Appeal2017-008070 Application 13/337,703 economic practice' or 'method of organizing human activity."' App. Br. 10- 1 1. Appellants then argue "Claim 1 is not merely directed towards an abstract idea" because: ( 1) the Supreme Court's decision in Alice "narrowed the concept of 'abstract ideas' to those concepts which are "so old and entrenched as the concepts of "hedging risk or using a settlement intermediary" [ as outlined in claims of Bilski and Alice] whereas the subject matter of Appellants' claims is a modem concept outside the scope of what is an "abstract idea" and is "far removed from the concepts of risk hedging and intermediated settlements and solves a problem unique to determining the greenness of a public or private entity by processing new stories, filings, new/social media and other content available and quickly interpreting this content to assess the environmental impact of that entity" (App. Br. 11-12); (2) "[l]ike the claims at issue in Enfzsh and [McRO, Inc. v. Bandai Namco Games America, Inc., 837 F.3d 1299 (Fed. Cir. 2016)], the claimed invention provides a technological improvement that is not directed towards an abstract idea. The claimed method provides an improvement over the prior art methods by at least identifying, processing and calculating results in near real-time from numerous different sources comprising large corpuses of data, such as social media sites or news filings" (App. Br. 12); and (3) like DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245 (Fed. Cir. 2014), Appellants' "invention also solves a problem specific to the computer or virtual environment, one specific to the Internet that did not exist before the advent of computers and computer technology" and "cannot possibly be achieved by a human using mental steps or on pen and paper." (App. Br. 14) App. Br. 11-14. According to Appellants, "identifying, collecting, calculating, determining, performing and transmitting of a green score and 9 Appeal2017-008070 Application 13/337,703 adjusted green score of the present invention solves a problem specific to the computer field not related to the alleged abstract idea." App. Br. 13. Appellants' arguments are not persuasive. At the outset, we note Appellants' characterizations of the Supreme Court's decision in Al ice and the Federal Circuit's decisions in Enfzsh and McRO are incorrect. The Supreme Court's decision in Alice is not limited to those "business method" concepts that are old, "fundamental and long prevalent" such as "the risk hedging claims of Bilski and the intermediate settlement concept at issue in Alice," as Appellants argue. App. Br. 11. Rather, as recognized by the Examiner, the Federal Circuit has identified numerous examples of "business method" concepts as "abstract ideas" that are not fundamental or, long prevalent. Ans. 5 ( citing PTO' s examples located at https://www.uspto.gov/sites/default/files/documents/ieg-duly-2015-qrs.pd:f). Appellants' Specification is directed to "a system for automatically processing or 'reading' news stories, filings, new/social media and other content and for applying predictive models against the content to anticipate behavior of stock price and other investment vehicles" "to provide a sentiment-based solution that expands the scope of conventional tools to include social media and online news." Spec. ,r 19; Abstract. Embodiments of Appellants' Specification, such as depicted in Figures 3--4, describe a process of processing news/social media (e.g., documents, messages, other content) (Fig. 3, step 302), applying a sentiment analysis to arrive at a sentiment score (Fig. 3, step 304), applying a predictive model using the sentiment score to arrive at a green score (Fig. 3, step 310), and generating a composite index of a set of green scores (Fig. 3, step 312). Thus, we agree with the Examiner that the claims are directed to an abstract idea of 10 Appeal2017-008070 Application 13/337,703 "calculating a green score [of an entity]" based on received data. Ans. 5. All the steps recited in Appellants' claim 1, including: (a) "identifying ... an entity"; (b) "identifying and collecting ... a set of social media information," ( c) "performing a sentiment analysis"; ( d) "determining . . . a sentiment score"; ( e) "calculating ... the green score"; (f) "transmitting ... the green score," (g) "subsequently performing a sentiment analysis"; (h) "determining ... a second sentiment score"; and (i) "calculating ... an adjusted green score" are abstract processes of collecting, storing, and analyzing information of a specific content, e.g., news/media content regarding an entity to calculate a green score associated with that entity. Information, as such, is intangible, and data analysis, comparisons, and algorithms, by themselves, are abstract ideas. See, e.g., Microsoft Corp. v. AT & T Corp., 550 U.S. 437,451 n.12 (2007); Alice, 134 S. Ct. at 2355; Parker v. Flook, 437 U.S. 584, 589, 594--95 (1978) ("Reasoning that an algorithm, or mathematical formula, is like a law of nature, Benson applied the established rule that a law of nature cannot be the subject of a patent"); Gottschalkv. Benson, 409 U.S. 63, 71-72 (1972). "[C]ollecting information, including when limited to particular content (which does not change its character as information)," and "analyzing information by steps people go through in their minds, or by mathematical algorithms, without more," are "within the realm of abstract ideas." Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350, 1353-54 (Fed. Cir. 2016); see also Internet Patents Corp. v. Active Network, Inc., 790 F.3d 1343, 1349 (Fed. Cir. 2015); Digitech Image Techs., LLC v. Elecs. for Imaging, Inc., 758 F.3d 1344, 1351 (Fed. Cir. 2014); CyberSource, 654 F.3d at 1370. That is, "[w]ithout additional limitations, a process that employs mathematical algorithms to 11 Appeal2017-008070 Application 13/337,703 manipulate existing information to generate additional information is not patent eligible." Digitech, 758 F.3d at 1350-51 ("Data in its ethereal, non-physical form is simply information that does not fall under any of the categories of eligible subject matter under section 101 "). As also recognized by the Examiner (Ans. 5), "calculating a green score [ of an entity]" based on received data can also be performed mentally or using a pen and paper. See CyberSource, 654 F.3d at 1373 ("[A] method that can be performed by human thought alone is merely an abstract idea and is not patent-eligible under§ 101."); see also In re Comiskey, 554 F.3d 967, 979 (Fed. Cir. 2009) ("[M]ental processes-or processes of human thinking- standing alone are not patentable even if they have practical application."); Gottschalkv. Benson, 409 U.S. at 67 ("Phenomena of nature, ... , mental processes, and abstract intellectual concepts are not patentable, as they are the basic tools of scientific and technological work" ( emphasis added)). Additionally, mental processes remain unpatentable even when automated to reduce the burden on the user of what could be done mentally with pen and paper. Bancorp Servs., L.L.C. v. Sun Life Assurance Co., 687 F.3d 1266, 1278 (Fed. Cir. 2012) ("[T]he fact that the required calculations could be performed more efficiently via a computer does not materially alter the patent eligibility of the claimed subject matter."); CyberSource, 654 F.3d at 1375 ("That purely mental processes can be unpatentable, even when performed by a computer, was precisely the holding of the Supreme Court in Gottschalk v. Benson."). Contrary to Appellants' arguments, all the steps recited in Appellants' claim 1, including: (a) "identifying ... an entity"; (b) "identifying and collecting ... a set of social media information," ( c) "performing a sentiment analysis"; ( d) "determining . . . a sentiment score"; 12 Appeal2017-008070 Application 13/337,703 ( e) "calculating ... the green score"; (f) "transmitting ... the green score," (g) "subsequently performing a sentiment analysis"; (h) "determining ... a second sentiment score"; and (i) "calculating ... an adjusted green score" are nothing more than collecting, storing, and analyzing information of a specific content that can also be performed mentally or using pen and paper. Ans. 5. Separately, and contrary to Appellants' arguments, Appellants' claims 1 and 24 do not improve the performance of a computer or solve a problem specific to computers or computer networks. Appellants' Specification and arguments do not demonstrate the claims "improve the way a computer stores and retrieves data in memory," as the claims in Enfish did via a "self- referential table for a computer database." See Enfzsh, 822 F.3d at 1336, 1339. In fact, neither the steps recited in Appellants' claims 1 and 24, nor the rest of Appellants' Specification supply any description or explanation as to how these data processing steps are intended to provide: (1) a "solution .. . necessarily rooted in computer technology in order to overcome a problem specifically arising in the realm of computer networks," as explained by the Federal Circuit in DDR 773 F.3d at 1257; (2) "a specific improvement to the way computers operate," as explained in Enfish, 822 F.3d at 1336; or (3) an "unconventional technological solution ... to a technological problem" that "improve[ s] the performance of the system itself," as explained in Amdocs (Israel) Ltd. v. Openet Telecom, Inc., 841 F.3d 1288, 1301, 1302 (Fed. Cir. 2016). 13 Appeal2017-008070 Application 13/337,703 Accordingly, we agree with the Examiner that claims 1--46 are directed to an abstract idea of "calculating a green score [ of an entity]" based on received data. Alice/Mayo-Step 2 (Inventive Concept) In the second step of the Alice inquiry, Appellants argue the claim elements, taken as a whole, amount to significantly more than an abstract idea because: (1) "subject matter [that] provides something that cannot possibly be done on pen and paper ... may be patentable subject matter," citing California Institute of Technology v. Hughes Communications, Inc., 59 F. Supp. 3d 974 (C.D. Cal. 2014); (2) the claimed invention, i.e., "calculating by a computer the green score based at least in part upon the determined sentiment score and a predictive model as applied to the determined sentiment score, and wherein the green score represents a green sentiment score" is a specific data structure that "is not a general purpose computer and is not known in the art"; and (3) the "Examiner has not considered each and every claim element of all the claims both independently and as an ordered combination." App. Br. 14--18. We disagree. At the outset, we note Appellants' reliance on California Institute of Technology is misplaced because (1) district court decisions are not binding legal authority on the Board, and (2) the district court's holding that claims directed to "methods of error correction in data transmission" were not directed to an abstract idea is not analogous to Appellants' claims being directed to "calculating a green score [ of an entity]" based on received data. According to the Supreme Court in Alice, the second step is to "search for an 'inventive concept'-i.e., an element or combination of elements that 14 Appeal2017-008070 Application 13/337,703 is 'sufficient to ensure that the patent in practice amounts to significantly more than a patent upon the [ineligible concept] itself."' Alice, 134 S. Ct. at 2355 (quoting Mayo, 566 U.S. at 72-73). The Federal Circuit cases on point include (1) DDR, F.3d at 1257 and (2) Amdocs, 841 F.3d 1288. In DDR and Amdocs, the Federal Circuit opted to bypass Alice step 1 in favor of step 2. In particular, the Federal Circuit found DDR 's claims contain an "inventive concept" under Alice step 2 because DDR 's claims (1) do not merely recite "the performance of some business practice known from the pre-Internet world," such as previously disclosed in Bilski and Alice, but instead (2) provide a technical solution to a technical problem unique to the Internet, i.e., a "solution ... necessarily rooted in computer technology in order to overcome a problem specifically arising in the realm of computer networks." DDR, 773 F.3d at 1257. Likewise, the Federal Circuit also found Amdocs ' claims contain a sufficient "inventive concept" because similar to DDR, Amdocs' claims "entail[] an unconventional technological solution ( enhancing data in a distributed fashion) to a technological problem (massive record flows which previously required massive databases)" and "improve the performance of the system itself." Amdocs, 841 F.3d at 1300, 1302. Under current Federal Circuit precedent, an "inventive concept" under Alice step 2 can be established by showing, for example, that the patent claims: (1) provide a technical solution to a technical problem unique to the Internet, e.g., a "solution ... necessarily rooted in computer technology in order to overcome a problem specifically arising in the realm of computer networks" (see DDR, 773 F.3d at 1257); 15 Appeal2017-008070 Application 13/337,703 (2) transform the abstract idea into "a particular, practical application of that abstract idea," e.g., "installation of a filtering tool at a specific location, remote from the end-users, with customizable filtering features specific to each end user" (see BASCOM Global Internet Servs., Inc. v. AT&T Mobility LLC, 827 F.3d 1341, 1352, 1350 (Fed. Cir. 2016); or (3) "entail[] an unconventional solution ([ e.g.,] enhancing data in a distributed fashion) to a technological problem ([e.g.,] massive record flows [that] previously required massive databases)" and "improve the performance of the system itself' (see Amdocs, 841 F.3d at 1300, 1302). In this case, however, we find no element or combination of elements recited in Appellants' claims 1 and 24 that contains any "inventive concept" or adds anything "significantly more" to transform the abstract concept into a patent-eligible application. Alice, 134 S. Ct. at 2357. As discussed supra, we are not persuaded the added computer elements (such as a processor, memory, and various software module) can transform the abstract idea into a patent-eligible invention. As our reviewing court has observed, "after Alice, there can remain no doubt: recitation of generic computer limitations does not make an otherwise ineligible claim patent-eligible." DDR, 773 F.3d at 1256 (citing Alice, 134 S. Ct. at 2358)). Additional Argument Appellants argue that the claims do not preempt an entire field of endeavor. App. Br. 13. However, this argument is not persuasive because, although "preemption may signal patent ineligible subject matter, the absence of complete preemption does not demonstrate patent eligibility." Ariosa Diagnostics, Inc. v. Sequenom, Inc., 788 F.3d 1371, 1379 (Fed. Cir. 2015). "Where a patent's claims are deemed only to disclose patent 16 Appeal2017-008070 Application 13/337,703 ineligible subject matter" under the Alice/Mayo framework, "preemption concerns are fully addressed and made moot." Id. Because Appellants' claims 1 and 24 are directed to a patent-ineligible abstract concept and do not recite something "significantly more" under the second prong of the Alice analysis, we sustain the Examiner's rejection of claims 1--46 under 35 U.S.C. § 101. 35 USC§ 103(a): Claims 1-46 In support of the obviousness rejection of claim 1 and similarly, claim 21, the Examiner finds (1) Ouimet teaches most aspects of Appellants' claimed method, and (2) Holtzman teaches the missing features: "the sentiment analysis [as] a text based sentiment analysis of the set of social media information" and "determining by a computer a sentiment score based at least in part on the performed sentiment analysis including the text based sentiment analysis." Final Act. 8-11 (citing Ouimet ,r,r 30, 34, 52-55, 57; Holtzman ,r,r 33, 121, 137, 153-154). Specifically, the Examiner finds the combination of Ouimet and Holtzman teaches or suggests the disputed limitation: calculating by a computer the green score based at least in part upon the determined sentiment score and a predictive model as applied to the determined sentiment score, and wherein the green score represents a green sentiment score. App. Br. 10 (citing Ouimet ,r,r 53-55, 160-162; Holtzman ,r,r 153-155). Appellants argue: (1) "Ouimet does not calculate a green score, does not determine a green score, and does not derive a green score" and "is void of any system or method that teaches, discloses, or suggests 'calculating by a computer the green score based on social media information' as claimed"; 17 Appeal2017-008070 Application 13/337,703 (2) "nowhere in Holtzman is there any teaching, disclosure, or suggestion of a green score as claimed"; and (3) the combination of Ouimet and Holtzman does not teach or suggest the disputed limitation: "calculating by a computer the green score based at least in part upon the determined sentiment score and a predictive model as applied to the determined sentiment score, and wherein the green score represents a green sentiment score" as recited in claim 1. App. Br. 22-26. Appellants also argue "the combination is improper because the Examiner impermissibly relies on hindsight based on information gleaned solely from Appellant's specification, including the claims in arriving at the proposed combination." App. Br. 27. We do not find Appellants' arguments persuasive. Rather, we find the Examiner has provided a comprehensive response to Appellants' arguments supported by a preponderance of evidence. Ans. 10-12. As such, we adopt the Examiner's findings and explanations provided therein. Ans. 10-12. For additional emphasis, we note Appellants' arguments simply attack cited references individually where the Examiner's rejection is based on a combination of references. See In re Keller, 642 F.2d 413,425 (CCPA 1981); In re Merck & Co., Inc., 800 F.2d 1091, 1097 (Fed. Cir. 1986). References must be read, not in isolation, but for what they fairly teach in combination with the prior art as a whole. Merck, 800 F.2d at 1097. For example, Ouimet and Holtzman are relied upon by the Examiner to teach or suggest the disputed limitation: "calculating by a computer the green score based at least in part upon the determined sentiment score and a predictive model as applied to the determined sentiment score, and wherein the green score represents a green sentiment score" as recited in claim 1. App. Br. 10 18 Appeal2017-008070 Application 13/337,703 (citing Ouimet ,r,r 53-55, 160-162; Holtzman ,r,r 153-155). Likewise, Appellants' hindsight argument is not persuasive because the Examiner has provided articulated reasoning with underpinnings for combining Ouimet and Holtzman. See In re Cree, 818 F.3d 694, 702, n.3 (Fed. Cir. 2016) (Appellant's hindsight argument is of no moment where the Examiner provides a sufficient, non-hindsight reason to combine the references). For these reasons, we sustain the Examiner's obviousness rejection of independent claims 1 and 24, and their respective dependent claims 4, 6, 10, 14--17, 19, 22, 27, 29, 33, 37--40, 42, and 45. For the same reasons, we also sustain the Examiner's remaining obviousness rejections, which include: (1) claims 2 and 25 over Ouimet, Holtzman, and Roberts; (2) claims 3, 7, 13, 26, 30, 36 over Ouimet, Holtzman, and Office Notice; (3) claims 5 and 28 over Ouimet, Holtzman, and Beldock; ( 4) claims 8, 9, 31, and 32 over Ouimet, Holtzman, and Lawrence; (5) claims 11, 12, 34, and 35 over Ouimet, Holtzman, and Wilson; ( 6) claims 18 and 41 over Ouimet, Holtzman, and Hoogs; (7) claims 20, 21, 43, and 44 over Ouimet, Holtzman, and Wennberg; and (8) claims 23 and 46 over Ouimet, Holtzman, Beldock, and Roberts, which Appellants do not argue separately. DECISION The Examiner's rejection of claims 1 and 24 under 35 U.S.C. § 112, second paragraph as being indefinite, is reversed. The Examiner's rejection of claims 1--46 under 35 U.S.C. § 101 is affirmed. The Examiner's rejection of claims 1--46 under 35 U.S.C § 103(a) is affirmed. 19 Appeal2017-008070 Application 13/337,703 Because we have affirmed at least one ground of rejection with respect to each claim on appeal, we affirm the Examiner's decision rejecting claims 1--46. See 37 C.F.R. § 4I.50(a)(l). No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(l )(iv). AFFIRMED 20 Copy with citationCopy as parenthetical citation