Ex Parte Allen et alDownload PDFPatent Trials and Appeals BoardJun 25, 201914588563 - (D) (P.T.A.B. Jun. 25, 2019) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE FIRST NAMED INVENTOR 14/588,563 01/02/2015 Carville 0. Allen 50170 7590 06/25/2019 IBM CORP. (WIP) c/o WALDER INTELLECTUAL PROPERTY LAW, P.C. 1701 N. COLLINS BL VD. SUITE 2100 RICHARDSON, TX 75080 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. A US920 l 40457US 1 6057 EXAMINER SHAH, V AISHALI ART UNIT PAPER NUMBER 2158 MAIL DATE DELIVERY MODE 06/25/2019 PAPER Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Exparte CORVILLE 0. ALLEN and LAURA J. RODRIGUEZ Appeal2018-004722 Application 14/588,563 1 Technology Center 2100 Before LARRY J. HUME, JASON J. CHUNG, and SCOTT B. HOWARD, Administrative Patent Judges. CHUNG, Administrative Patent Judge. DECISION ON APPEAL This is a decision on appeal under 35 U.S.C. § 134(a) of the Final Rejection of claims 1, 2, 4-12, and 14-20.2 We have jurisdiction under 35 U.S.C. § 6(b ). We affirm. INVENTION The invention relates to mechanisms for customizing the output of a question and answer system based on the personality traits of a user 1 According to Appellants, International Business Machines Corporation is the real party in interest. App. Br. 2. 2 Claims 3 and 13 are canceled. Final Act. 2. Appeal2018-004722 Application 14/588,563 requesting an answer to an input question. Spec. ,i 1. Claim 1 is illustrative of the invention and is reproduced below: 1. A method, in a data processing system implementing a Question and Answer (QA) system, for performing a personalized context based search of a corpus of information, comprising: receiving, by the QA system via at least one data communication link coupled to the QA system, a request communication from a first user via a source computing device coupled to the at least one data communication link, the request communication comprising an original question for processing by the QA system to generate an answer result; generating, by the QA system, an answer, and supplemental information about the answer, to the original question based on natural language processing of the original question and a search of a corpus of electronic content based on results of the natural language processing of the question, wherein the supplemental information comprises a plurality of different levels of detail of information about the answer; identifying, by a user profile engine of the QA system, one or more personality traits associated with the first user from a first user profile stored in a user profile data storage, based on an identification of the first user determined from the received request communication; selecting, by the QA system, a subset of the supplemental information to present along with the answer to the first user based on the one or more personality traits associated with the first user, wherein the subset of supplemental information comprises a level of detail of information about the answer that corresponds to the one or more personality traits associated with the first user; and outputting, by the QA system, the answer and the subset of supplemental information to the first user via the source computing device. 2 Appeal2018-004722 Application 14/588,563 REJECTIONS AT ISSUE3 Claims 7, 9, 10, 17, and 19 stand rejected under a provisional non- statutory obviousness-type double patenting rejection over various claims of Application number 14/588,547 as identified in the rejection. Final Act. 10-17. Claims 1, 2, 4-12, and 14-204 stand rejected under 35 U.S.C. § 101 as being directed to patent ineligible subject matter. Final Act. 17-24. Claims 1, 2, 6, 11, 12, 16, and 20 stand rejected under 35 U.S.C. § 103 as being unpatentable over the combination of Baldwin (US 2013/0151347 Al; published June 13, 2013), Vest (US 2007/0087313 Al; published Apr. 19, 2007), and Stiver (US 2011/0179024 Al; published July 21, 2011). Final Act. 24-39. Claims 4, 5, 7-10, 14, 15, and 17-19 stand rejected under 35 U.S.C. § 103 as being unpatentable over the combination of Baldwin, Vest, Stiver, and Moxley (US 2011/0246910 A 1; published Oct. 6, 2011 ). Final Act. 39- 46. 3 The rejection of claims 1-20 under 35 U.S.C. § 112 (b) has been withdrawn. Final Act. 5. 4 Although the heading of the rejection states that claims 1-20 are rejected, we interpret this statement as a typographical error because claims 3 and 13 are canceled. Compare Final Act. 17 with Final Act. 2; App. Br. 53, 56, 57. We, therefore, interpret the heading as claims 1, 2, 4-12, and 14-20 are rejected under 35 U.S.C. § 101. 3 Appeal2018-004722 Application 14/588,563 ANALYSIS I. Claims 1, 8, 10, 11, 18, and 20 Rejected Under a Provisional Non- Statutory Obviousness-Type Double Patenting Rejection The Examiner provisionally rejects claims 7, 9, 10, 17, and 19 under the judicially-created doctrine of non-statutory obviousness-type double patenting over Claims 1, 8, 10, and 18 of Application number 14/588,547. Final Act. 10-17. Appellants argue because the rejection is a provisional rejection, it is not a subject of the present Appeal and should be held in abeyance. App. Br. 5. We disagree with Appellants. Appellants do not proffer adequate substantive arguments. We, therefore, summarily sustain the Examiner's rejection of claims 7, 9, 10, 17, and 19. See 37 C.F.R. § 41.39(a)(l). II. Claims 1, 2, 4-12, and 14-20 Rejected Under 35 U.S.C. § 101 A. Legal Principles 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 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. E.g., Alice Corp. v. CLS Bank Int'!, 573 U.S. 208, 216 (2014). In determining whether a claim falls within an excluded category, we are guided by the Supreme Court's two-step 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 4 Appeal2018-004722 Application 14/588,563 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. Kappas, 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 (Gottschalkv. Benson, 409 U.S. 63, 69 (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. (15 How.) 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 Supreme 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 192 ("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 Supreme 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 5 Appeal2018-004722 Application 14/588,563 environment." Id. ( 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 tum 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. (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. The PTO recently published revised guidance on the application of § 101. USPTO's January 7, 2019 Memorandum, 2019 Revised Patent Subject Matter Eligibility Guidance ("Memorandum"). Under that guidance, 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); and (2) additional elements that integrate the judicial exception into a practical application (see MPEP § 2106.05(a)-(c), (e)-(h)). 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: 6 Appeal2018-004722 Application 14/588,563 (3) adds a specific limitation beyond the judicial exception that are 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. See Memorandum. B. The Examiner's Conclusions and Appellants' Arguments The Examiner concludes the present claims are directed to collecting and comparing known information. Final Act. 17; Ans. 3-4. The Examiner also determines the present claims do not amount to significantly more than an abstract idea because the Examiner finds the abstract idea is implemented on generic components that are well-understood, routine, and conventional previously known to the industry. Final Act. 18, 21, 24; Ans. 5. Appellants argue the Examiner generalizes and oversimplifies the claim, but ignores recitation of specific technology that can only be performed in a computer environment and not in the abstract, such as in the human mind. App. Br. 6-10; Reply Br. 2. Appellants argue the present claims are directed to a particular technological solution by finding previously successfully completed searches that are semantically and syntactically similar and associated with users having similar personality traits to an originating user submitting a search request or question. App. Br. 10 (citing Spec. ,-J,-J 13, 14, 56, 99). Appellants argue the present claims do not preempt any abstract idea. App. Br. 13; Reply Br. 2. Appellants argue, similar to Enfish, LLC v. Microsoft Corp., 822 F.3d 1327, 1335-36 (Fed. Cir. 2016), McRO, Inc. v. Bandai Namco Games 7 Appeal2018-004722 Application 14/588,563 America Inc., 837 F.3d 1299, 1308-14 (Fed. Cir. 2016), and Finjan, Inc. v. Blue Coat Systems, Inc., 879 F.3d 1299, 1303 (Fed. Cir. 2018), the present claims are directed to an improvement to computer-related technology by improving the functionality of a cognitive computer system (i.e., a QA system, to answer natural language questions posed to it by leveraging knowledge of similar questions asked by other users having a similar personality trait to that of the questioning user, and the answers the QA system had previously provided to those questions). App. Br. 14-19; Reply Br. 12-15. Appellants argue the present claims improves the functioning of the computer itself because it provides functionality not previously present in any computing system. App. Br. 19-20. Appellants argue the present claims recite a specific machine that is configured to implement a QA system having a user profile engine, the QA system being coupled to at least on data communication link over which the QA system communicates with a source computing device, the user profile engine interacting with a user profiles data storage, etc. Id. at 20. Appellants argue the present claims are directed to a useful application of computer based cognitive answering of user questions via an improved QA system. Id. Appellants contend the present claims are patent eligible because they recite many operations being performed by a QA system, the user profile engine of the QA system, interacting with a user profile data storage, interacting with a source computing device over at least one data communication link. Id. at 21. Appellants assert, similar to BASCOM Global Internet Services, Inc. v. AT&T Mobility LLC, 827 F.3d 1341, 1353 (Fed. Cir. 2016), the present claims are directed to an ordered combination of elements that sets forth a technology-based solution to a computer-based 8 Appeal2018-004722 Application 14/588,563 problem, namely improving the accuracy of computerized answering of natural language questions posed to a QA system. Id. at 21-23; Reply Br. 9-11. 5 We disagree with Appellants. C. Discussion 1. Step 2A, Prong 1 We consider claim 1 (with emphases) reproduced below. 1. A method, in a data processing system implementing a Question and Answer (QA) system, for performing a personalized context based search of a corpus of information, comprising: receiving, by the QA system via at least one data communication link coupled to the QA system, a request communication from a first user via a source computing device coupled to the at least one data communication link, the request communication comprising an original question for processing by the QA system to generate an answer result; generating, by the QA system, an answer, and supplemental information about the answer, to the original question based on natural language processing of the original question and a search of a corpus of electronic content based on results of the natural language processing of the question, wherein the supplemental information comprises a plurality of different levels of detail of information about the answer; identifying, by a user profile engine of the QA system, one or more personality traits associated with the first user from a first user profile stored in a user profile data storage, based on an identification of the first user determined from the received request communication; selecting, by the QA system, a subset of the supplemental information to present along with the answer to the first user based on the one or more personality traits associated with the 5 Appellants' arguments pertaining to Classen Immunotherapies, Inc. v. Biogen IDEC, 659 F.3d 1057 (Fed. Cir. 2011) (App. Br. 10) are moot because we do not rely on the Examiner's Classen conclusions to reach our Decision. 9 Appeal2018-004722 Application 14/588,563 first user, wherein the subset of supplemental information comprises a level of detail of information about the answer that corresponds to the one or more personality traits associated with the first user; and outputting, by the QA system, the answer and the subset of supplemental information to the first user via the source computing device. The present claims, 6 as a whole, recite a QA system answering a user's posed questions and identifying and presenting a subset of supplemental information that provides a level of detail of information about the answer to the question that is specifically tailored to the personality trait of the user submitting the question. Stated differently, these claims recite managing personal behavior (including following rules or instructions). According to the Memorandum, managing personal behavior (including following rules or instructions) fall into the category of certain methods of organizing human activity, which the Memorandum explains is one category of abstract ideas. 7 See Memorandum. We disagree with Appellants' argument that the Examiner generalizes and oversimplifies the claim, and ignores recitation of specific technology that can only be performed in a computer environment and not in the abstract, such as in the human mind. App. Br. 6-10. We note the issue of whether a claim falls into the category of certain methods of organizing 6 Claim 1, reproduced above with emphases, recites similar features as independent claims 11 and 20. Appellants do not argue claims 2, 4-10, 12, and 14-19 separately. App. Br. 5-28. We, therefore, group claims 1, 2, 4- 12, and 14-20 together and refer to claims 1, 2, 4-12, and 14-20 as the "present claims." 7 We identify the specific limitations of the abstract idea in italics above. 10 Appeal2018-004722 Application 14/588,563 human activity need not consider whether or not limitations can be performed in the human mind. Because the present claims recite an abstract idea, we proceed to prong 2. 2. Step 2A, Prong 2 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. In particular, for reasons discussed below, we disagree with Appellants' argument that the present claims recite a technological improvement by finding previously successfully completed searches that are semantically and syntactically similar and associated with users having similar personality traits to an originating user submitting a search request or question. App. Br. 10, 14-19 (citing Spec. ,i,i 13, 14, 56, 59); Reply Br. 12-15. Unlike the claims of McRO, Enfish, and Finjan, the present claims are not directed to an improvement to computer-related technology. Instead, the present claims recite an abstract idea as discussed supra, in§ II.C. l. or at best, improving an abstract idea-not a technological improvement. The Specification indicates the additional elements (i.e., QA System, source computing device, processor, data communication link, data storage) recited in the present claims are merely tools used to implement the abstract idea. Spec. ,i,i 3, 4, 6, 38, 51, 76; see also MPEP 2106.05([) ("Use of a computer or other machinery in its ordinary capacity for economic or other tasks (e.g., to receive, store, or transmit data) or simply adding a general purpose computer or computer components after the fact to an abstract idea ( e.g., a 11 Appeal2018-004722 Application 14/588,563 fundamental economic practice or mathematical equation) does not provide significantly more."). We disagree with Appellants' argument that the present claims improves the functioning of the computer itself because it is a useful application of a computer and provides functionality not previously present in any computing system. App. Br. 20. This argument is unpersuasive because the present claims recite an abstract idea as discussed supra, in § II.C.1.-not an improvement to computer functionality. Additionally, "a claim for a new abstract idea is still an abstract idea." Synopsys, Inc. v. Mentor Graphics Corp., 839 F.3d 1138, 1151 (Fed. Cir. 2016). "[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 disagree with Appellants' argument that the present claims recite a specific machine that is configured to implement a QA system having a user profile engine, the QA system being coupled to at least on data communication link over which the QA system communicates with a source computing device, the user profile engine interacting with a user profiles data storage, etc. App. Br. 20. The Specification indicates the additional elements (i.e., QA System, source computing device, processor, data communication link, data storage) recited in the present claims are merely generic tools used to implement the abstract idea. Spec. ,-J,-J 3, 4, 6, 38, 51, 76; see also MPEP 2106.05(b) ("Merely adding a generic computer, generic computer components, or a programmed computer to perform generic 12 Appeal2018-004722 Application 14/588,563 computer functions does not automatically overcome an eligibility rejection."). Additionally, we disagree with Appellants' argument that the present claims are patent eligible because they do not preempt any abstract idea (App. Br. 13); although preemption may denote patent ineligibility, its absence does not demonstrate patent eligibility. See FairWarning, IP, LLC v. Iatric Sys., Inc., 839 F.3d 1089, 1098 (Fed. Cir. 2016). For claims covering a patent-ineligible concept, preemption concerns "are fully addressed and made moot" by an analysis under the Mayo/Alice framework. Ariosa Diagnostics, Inc. v. Sequenom, Inc., 788 F.3d 1371, 1379 (Fed. Cir. 2015). Appellants do not make any other arguments pertaining to integration of the abstract idea into a practical application as now set forth in our guidance for Step 2A, Prong 2 analysis. Because the present claims recite an abstract idea, we proceed to Step 2B. 3. Step 2B We agree with the Examiner's determination that the abstract idea is implemented on generic components that are well-understood, routine, and conventional previously known to the industry. Final Act. 18, 21, 24; Ans. 5. As evidentiary support, we note the Specification supports the determination that the additional elements (i.e., QA System, source computing device, processor, data communication link, data storage) are generic components. Spec. ,-J,-J 3, 4, 6, 38, 51, 76. Appellants' Specification indicates these elements were well-understood, routine, and conventional components previously known to the industry because it describes them at a high level of generality and in a manner that indicates that they are 13 Appeal2018-004722 Application 14/588,563 sufficiently well-known. Id. We disagree with Appellants' argument that the present claims are patent eligible because they recite many operations being performed by a QA system, the user profile engine of the QA system, interacting with a user profile data storage, interacting with a source computing device over at least one data communication link. App. Br. 21. The present claims recite an abstract idea using additional generic elements as tools to implement the abstract idea as discussed supra, in §§ II.C. l ., II.C.2.-not an inventive concept. We disagree with Appellants' argument that, similar to BASCOM, the present claims are directed to an ordered combination of elements that sets forth a technology-based solution to a computer-based problem, namely improving the accuracy of computerized answering of natural language questions posed to a QA system. App. Br. 21-23; Reply Br. 9-11. Rather, the present claims recite an abstract idea using additional generic elements as tools to implement the abstract idea as discussed supra, in§§ II.C. l., II.C.2.-not an inventive concept. Appellants do not argue claims 2, 4-12, and 14-20 separately with particularity, but assert the rejections of those claims should be withdrawn for at least the same reasons as argued in independent claim 1. App. Br. 5- 26. Accordingly, we sustain the Examiner's rejection of: (1) independent claims 1, 11, and 20; and (2) dependent claims 2, 4-10, 12, and 14-19 under 35 U.S.C. § 101. 14 Appeal2018-004722 Application 14/588,563 III. Claims 1-20 Rejected Under 35 U.S.C. § 103 A. Claims 1, 11, and 20 The Examiner finds Stiver teaches the limitation "natural language processing" recited in claims 1, 11, and 20. Final Act. 28-29, 32-33, 37 ( citing Stiver ,i,i 78-79); Ans. 8. The Examiner finds Baldwin teaches users of a social networking system provide information describing themselves, wherein the information is stored, displayed in pages called user profiles, and used to generate answers to a user's questions, which the Examiner maps to the limitation generating ... supplemental information about the answer ... , wherein the supplemental information comprises a plurality of different levels of detail of information about the answer . . . [ and] selecting . . . based on one or more personality traits associated with the first user, wherein the subset of supplemental information about the answer that corresponds to the one or more personality traits associated with the first user recited in claim 1 (and similarly recited in claims 11 and 20). Final Act. 26, 30-31, 35 (citing Baldwin ,i 15); Ans. 8-9 (citing Baldwin ,i,i 15, 64). The Examiner finds Vest teaches personality traits. Final Act. 27, 31-32, 36 (citing Vest ,i,i 25, 45, 47). Appellants argue Baldwin does not teach the limitation "natural language processing" recited in claims 1, 11, and 20. App. Br. 30; Reply Br. 15-1 7. Appellants argue Baldwin merely teaches a manual process, but fails to teach an automatic answer generation for a question. App. Br. 31. Appellants argue Baldwin fails to teach the limitation generating ... supplemental information about the answer ... , wherein the supplemental information comprises a plurality of different levels of detail of information about the answer . . . [ and] selecting . . . based on one or more personality traits 15 Appeal2018-004722 Application 14/588,563 associated with the first user, wherein the subset of supplemental information about the answer that corresponds to the one or more personality traits associated with the first user recited in claim 1. Id. at 31-32; Reply Br. 15-17. Appellants argue Vest teaches personality traits in the context of an online dating system, but Vest does not teach using personality traits in the context of a Question and Answer system. App. Br. 34. We disagree with Appellants. Regarding Appellants' argument that Baldwin does not teach natural language processing (App. Br. 30), one cannot show nonobviousness "by attacking references individually" where the rejections are based on combinations of references. In re Merck & Co., Inc., 800 F .2d 1091, 1097 (Fed. Cir. 1986) (citing In re Keller, 642 F.2d 413,425 (CCPA 1981)). In this case, Stiver teaches the limitation "natural language processing" recited in claims 1, 11, and 20. Stiver ,-J,-J 78-79 (cited at Final Act. 28-29, 32-33, 37; Ans. 8). As for Appellants' argument that Baldwin does not teach "automatic" (App. Br. 31 ), we note that claims 1, 11, and 20 do not recite "automatic." " [ A Jppellant' 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). Even if claims 1, 11, and 20 recite automatic, which they do not, Appellants admit that Baldwin teaches automatic (App. Br. 30 ("[ w ]hile the users may tag terms in the questions/answers with social networking system objects, or such tagging may be done automatically" ( emphasis added)). Moreover, we note that Baldwin teaches automatically tagging objects in answers based on objects associated with the question. Baldwin ,-i,-i 5 4, 7 4. 16 Appeal2018-004722 Application 14/588,563 Regarding Appellants' third argument (App. Br. 31-32), Baldwin teaches users of a social networking system provide information describing themselves, wherein the information is stored, displayed in pages called user profiles, and used to generate answers to a user's questions, which teaches the limitation generating ... supplemental information about the answer ... , wherein the supplemental information comprises a plurality of different levels of detail of information about the answer . . . [ and] selecting . . . based on one or more personality traits associated with the first user, wherein the subset of supplemental information about the answer that corresponds to the one or more personality traits associated with the first user recited in claim 1 (and similarly recited in claims 11 and 20). Baldwin ,i,i 15, 64 (cited at Final Act. 26, 30-31, 35; Ans. 8-9). As for Appellants' argument that Vest does not teach personality traits in the context of a question and answer system (App. Br. 34), one cannot show nonobviousness "by attacking references individually" where the rejections are based on combinations of references. In re Merck & Co., Inc., 800 F.2d 1091, 1097 (Fed. Cir. 1986) (citing In re Keller, 642 F.2d 413,425 (CCPA 1981)). In this case, Vest teaches personality traits. Vest ,i,i 25, 45, 47 ( cited at Final Act. 27, 31-32, 36). Moreover, Baldwin teaches a question and answering system. Baldwin ,i,i 15, 64, Abstract (cited at Final Act. 25-26, 30-31, 35; Ans. 8-9). Appellants do not argue independent claims 11 and 20 separately with particularity, but assert the rejections of those claims should be withdrawn for at least the same reasons as argued in independent claim 1. App. Br. 27-36. Accordingly, we sustain the Examiner's rejection of independent claims 1, 11, and 20 under 35 U.S.C. § 103. 17 Appeal2018-004722 Application 14/588,563 B. Claims 2, 4, 5, 12, 14, and 15 The Examiner finds Baldwin's answering questions using information from their social networking profile teaches the limitations recited in claims 2 and 12. Final Act. 38; Ans. 9-10 (citing Baldwin ,i,i 62, 64). Appellants argue Baldwin fails to teach "correlating the one or more personality traits associated with the first user with pre-determined personality traits" recited in claims 2 and 12. App. Br. 36-38; Reply Br. 18. We agree with Appellants. As an initial matter, the broadest reasonable interpretation differs from the broadest possible interpretation. In re Smith Int 'l, Inc., 871 F .3d 1375, 1383 (Fed. Cir. 2017); see also MPEP § 2111 ("The broadest reasonable interpretation does not mean the broadest possible interpretation. Rather, the meaning given to a claim term must be consistent with the ordinary and customary meaning of the term (unless the term has been given a special definition in the specification), and must be consistent with the use of the claim term in the specification and drawings."). The correct inquiry in giving a claim term its broadest reasonable interpretation in light of the specification is "an interpretation that corresponds with what and how the inventor describes his invention in the specification, i.e., an interpretation that is 'consistent with the specification."' Smith, 871 F.3d at 1382-83 (quoting In re Morris, 127 F.3d 1048, 1054 (Fed. Cir. 1997)). We are mindful, however, that limitations are not to be read into the claims from the Specification. Van Geuns, 988 F.2d at 1184. In this case, although the Specification describes personality traits in the context of example embodiments (Spec. ,i,i 22, 28, 64), we conclude the broadest reasonable construction of "personality traits" includes traits such 18 Appeal2018-004722 Application 14/588,563 as whether a person is an extrovert, conscientious, or agreeable. Moreover, the cited portions of Baldwin relied upon by the Examiner teach users of a social networking system providing information describing themselves in user profiles; however, the information pertains to age, gender, geographical location, education history, employment history. Baldwin ,-J,-J 15, 62, 64 (cited at Final Act. 26, 38; Ans. 9-10). Baldwin's age, gender, geographical location, education history, employment history is not a reasonable teaching or suggestion of traits such as whether a person is an extrovert, conscientious, or agreeable as required by claims 1, 11, and 20. In addition, we note that the Examiner did not cite to Vest in their analysis for dependent claims 2 and 12 for teaching "personality traits" recited in dependent claims 2 and 12. Nor did the Examiner provide a rationale as to how a person having ordinary skill in the art at the time of the invention would modify Baldwin's question and answering system with Vest's personality traits to teach the limitation "correlating the one or more personality traits associated with the first user with pre-determined personality traits" recited in claims 2 and 12. Accordingly, we do not consider whether Vest teaches the additional limitations recited in claims 2 and 12. Accordingly, based on the current record, we do not sustain the Examiner's rejection of: (1) claims 2 and 12; and (2) claims 4, 5, 14, and 15, which depend from one of claims 2 and 12 under 35 U.S.C. § 103. C. Claims 6 and 16 The Examiner finds Baldwin teaches providing an answer with an explanation that four of your friends are seeing the concert "Adele" in Oakland on 2/1/12 in response to the question "what concert should I see," 19 Appeal2018-004722 Application 14/588,563 which teaches the limitation "outputting the answer and the supplemental information to the first user via the source computing device comprises outputting the answer and the supplemental information as one or more natural language statements" recited in claims 6 and 16. Final Act. 38-39 ( citing Baldwin, Fig. 4); Ans. 10-11. Appellants argue Baldwin fails to teach the limitations recited in claims 6 and 16 because the suggested answers are not natural language statements. App. Br. 38-39; Reply Br. 18-19. We disagree with Appellants. Baldwin teaches providing an answer with an explanation (i.e., the supplemental information as natural language statements) that four of your friends are seeing the concert "Adele" in Oakland on 2/1/12 in response to the question "what concert should I see," which teaches the limitation "outputting the answer and the supplemental information to the first user via the source computing device comprises outputting the answer and the supplemental information as one or more natural language statements" recited in claims 6 and 16. Baldwin, Fig. 4 (cited at Final Act. 38-39; Ans. 10-11 ). That is, the response includes both the answer to the question-the Adele concert-and the supplemental information used to determine the answer-the recommendation is based on what four of your friends are doing and is displayed as natural language statements. Accordingly, we sustain the Examiner's rejection of claims 6 and 16 under 35 U.S.C. § 103. D. Claims 7 and 17 The Examiner finds the combination of Baldwin, Stiver, and Moxley teach the limitations recited in claims 7 and 17, and Baldwin teaches 20 Appeal2018-004722 Application 14/588,563 personality traits. Final Act. 41-43 (citing Baldwin ,i,i 15, 63, 64); Ans. 12-14. Appellants argue Baldwin fails to teach personality traits. App. Br. 43-48; Reply Br. 20-22. We agree with Appellants. As an initial matter, the broadest reasonable interpretation differs from the broadest possible interpretation. Smith, 871 F .3d at 13 83; see also MPEP § 2111. The correct inquiry in giving a claim term its broadest reasonable interpretation in light of the specification is "an interpretation that corresponds with what and how the inventor describes his invention in the specification, i.e., an interpretation that is 'consistent with the specification."' Smith, 871 F.3dat 1382-83 (quotingMorris, 127F.3dat 1054). We are mindful, however, that limitations are not to be read into the claims from the Specification. Van Geuns, 988 F.2d at 1184. In this case, although the Specification describes personality traits in the context of example embodiments (Spec. ,i,i 22, 28, 64), we conclude the broadest reasonable construction of "personality traits" includes traits such as whether a person is an extrovert, conscientious, or agreeable. Moreover, the cited portions of Baldwin relied upon by the Examiner teach users of a social networking system providing information describing themselves in user profiles; however, the information pertains to age, gender, geographical location, education history, employment history. Baldwin ,i,i 15, 63, 64 (cited at Final Act. 41-43; Ans. 12-14). Baldwin's age, gender, geographical location, education history, employment history is not a reasonable teaching or suggestion of traits such as whether a person is an extrovert, conscientious, or agreeable as required by claims 1, 11, and 20. 21 Appeal2018-004722 Application 14/588,563 In addition, we note that the Examiner did not cite to Vest in their analysis for dependent claims 7 and 17 for teaching "personality traits" recited in dependent claims 7 and 17. Nor did the Examiner provide a rationale as to how a person having ordinary skill in the art at the time of the invention would modify Baldwin, Stiver, and Moxley to include the teachings of Vest to teach the half-page length of limitations recited in claims 7 and 1 7. Accordingly, we do not consider whether Vest teaches the additional limitations recited in claims 7 and 17. Accordingly, based on the current record, we do not sustain the Examiner's rejection of claims 7 and 17 under 35 U.S.C. § 103. E. Claims 8 and 188 The Examiner finds Baldwin teaches a first user on a social network connected to other users, wherein the first user asks the other users a question and the other users answer the question and Moxley teaches users posting blog posts and other users make comments on the post, which teaches the limitation: wherein the one or more second users are second users logically connected to the first user by a common context, wherein the common context is a context in which the first user has performed computer based actions relative to the context, wherein the common context stores information about the performed computer based actions, and wherein, the corpus of electronic content comprises a portion of electronic content associated with the common context 8 In the event of further prosecution, the Examiner may want to consider whether 35 U.S.C. § l 12(b) applies because there does not appear to be antecedence for the limitation "the one or more second users" recited in claim 8. While the Board is authorized to reject claims under 37 C.F.R. § 41.50(b), no inference should be drawn when the Board elects not to do so. See Manual of Patent Examining Procedure (MPEP) § 1213.02. 22 Appeal2018-004722 Application 14/588,563 recited in claims 8 and 18. Final Act. 43-44 (citing Baldwin ,i,i 10, 16, 19, 20; Moxley ,i,i 7, 70). Appellants argue the cited references fail to teach the limitations recited in claims 8 and 18. App. Br. 43-48; Reply Br. 22. We agree with Appellants. Final Act. 41-43 (citing Baldwin ,i,i 15, 63, 64); Ans. 12-14. We disagree with Appellants. As an initial matter, Appellants' arguments are conclusory. Moreover, Baldwin teaches a first user on a social network connected to other users (i.e., the one or more second users are second users logically connected to the first user by a common context), wherein the first user asks the other users a question and the other users answer the question (i.e., wherein the common context is a context in which the first user has performed computer based actions relative to the context) and Moxley teaches users posting blog posts and other users make comments (i.e., the corpur of electronic content comprises a portion of electronic content associated with the common context) on the post, which teaches the limitation: wherein the one or more second users are second users logically connected to the first user by a common context, wherein the common context is a context in which the first user has performed computer based actions relative to the context, wherein the common context stores information about the performed computer based actions, and wherein, the corpus of electronic content comprises a portion of electronic content associated with the common context recited in claims 8 and 18. Baldwin ,i,i 10, 16, 19, 20; Moxley ,i,i 7, 70 ( cited at Final Act. 43-44). 23 Appeal2018-004722 Application 14/588,563 Accordingly, we sustain the Examiner's rejection of claims 8 and 18 under 35 U.S.C. § 103. F. Claims 9 and J 99 The Examiner finds Moxley teaches comparing a question to similar questions that have been answered in the past and providing replies to the question from trusted users, which the Examiner maps to the limitation "identifying one or more portions of the one or more second questions that align with the first personality trait of the first user" recited in claims 9 and 19. Final Act. 44-45 (citing Moxley,-J,-J 7, 31, 34, 56); Ans. 15. Appellants argue Moxley fails to teach the limitation "identifying one or more portions of the one or more second questions that align with the first personality trait of the first user" recited in claims 9 and 19 because Moxley fails to teach aligning with the personality trait of the user that submitted the original question. App. Br. 43-48; Reply Br. 22-23. We agree with Appellants. Moxley merely teaches comparing a question to similar questions that have been answered in the past and providing replies to the question from trusted users, which fails to teach the limitation "identifying one or more portions of the one or more second questions that align with the first personality trait of the first user" ( emphasis added) recited in claims 9 and 19. Final Act. 44-45 (citing Moxley ,-J,-J 7, 31, 34, 56); Ans. 15. That is, 9 In the event of further prosecution, the Examiner may want to consider whether 35 U.S.C. § l 12(b) applies because there does not appear to be antecedence for the limitation "the one or more second questions" recited in claim 9. 24 Appeal2018-004722 Application 14/588,563 Moxley teaches trustworthiness of other users (i.e., not the first user asking the original question) replying to the question. Accordingly, we do not sustain the Examiner's rejection of claims 9 and 19 under 35 U.S.C. § 103. G. Claim 1010 The Examiner finds Moxley teaches comparing a question to similar questions that have been answered in the past and identifying good past answers and Stiver teaches a ranked listing, which the Examiner maps to the limitation "applying the one or more supplemental queries to the corpus to generate the one or more second candidate answers; and generating a ranked listing of candidate answers comprising the one or more first candidate answers and the one or more second candidate answers" recited in claim 10. Final Act. 45-46 ( citing Moxley ,-J,-J 31, 34; Stiver ,-J,-J8, 46); Ans. 15-16. Appellants argue Moxley and Stiver fail to teach the limitations recited in claim 10 because Moxley merely teaches matching questions to advertisers and Stiver merely teaches ranking candidate documents. App. Br. 50-51; Reply Br. 23. We disagree with Appellants. We agree with the Examiner that Moxley teaches or suggests comparing a question to similar questions that have been answered in the past and identifying good past answers and Stiver teaches a ranked listing, which the Examiner maps to the limitation "applying the one or more supplemental queries to the corpus to generate the one or more second 10 In the event of further prosecution, the Examiner may want to consider whether 35 U.S.C. § l 12(b) applies because there does not appear to be antecedence for the limitation "applying the one or more supplemental queries" recited in claim 10. 25 Appeal2018-004722 Application 14/588,563 candidate answers; and generating a ranked listing of candidate answers comprising the one or more first candidate answers and the one or more second candidate answers" recited in claim 10. Moxley ,-J,-J 31, 34; Stiver ,-J,-J 8, 46 (cited at Final Act. 45-46; Ans. 15-16). Accordingly, we sustain the Examiner's rejection of claim 10 under 35 U.S.C. § 103. We have only considered those arguments that Appellants actually raised in the Briefs. Arguments Appellants 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)(l)(iv). DECISION We summarily affirm the Examiner's decision rejecting claims 7, 9, 10, 17, and 19 under a provisional non-statutory obviousness-type double patenting rejection over various claims of co-pending Application number 14/588,547. We affirm the Examiner's decision rejecting claims 1, 2, 4-12, and 14-20 under 35 U.S.C. § 101. We affirm the Examiner's decision rejecting claims 1, 6, 8, 10, 11, 16, 18, and 20 under 35 U.S.C. § 103. We reverse the Examiner's decision rejecting claims 2, 4, 5, 7, 9, 12, 14, 15, 17, and 19 under 35 U.S.C. § 103. Because we affirm at least one ground of rejection with respect to each claim on appeal, we affirm the Examiner's decision to reject claims 1, 2, 4-12, and 14-20. See 37 C.F.R. § 41.50(a)(l). 26 Appeal2018-004722 Application 14/588,563 No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § l.136(a)(l)(iv). See 37 C.F.R. § 41.50(±). AFFIRMED 27 Copy with citationCopy as parenthetical citation