ORACLE INTERNATIONAL CORPORATIONDownload PDFPatent Trials and Appeals BoardMar 31, 202014616879 - (D) (P.T.A.B. Mar. 31, 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. 14/616,879 02/09/2015 Catalin POPESCU ORA150528 (O-351) 8585 51444 7590 03/31/2020 Kraguljac Law Group/Oracle 4700 Rockside Road Summit One, Suite 510 Independence, OH 44131 EXAMINER WAESCO, JOSEPH M ART UNIT PAPER NUMBER 3683 NOTIFICATION DATE DELIVERY MODE 03/31/2020 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): DDay@KragLaw.com MPusti@KragLaw.com PTOMail@KragLaw.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte CATALIN POPESCU, LIN HE, and MING LEI Appeal 2019-003531 Application 14/616,879 Technology Center 3600 Before ALLEN R. MacDONALD, PHILLIP A. BENNETT, and IFTIKHAR AHMED, Administrative Patent Judges. AHMED, Administrative Patent Judge. DECISION ON APPEAL STATEMENT OF THE CASE Appellant1 appeals under 35 U.S.C. § 134(a) from the Examiner’s decision rejecting claims 1–3, 5, 7–10, and 12–20, which are all of the claims pending in the application. Claims 4, 6, and 11 have been cancelled. Appeal Br. 22, 25. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. 1 We use the word “Appellant” to refer to “Applicant” as defined in 37 C.F.R. § 1.42(a). Appellant identifies the real party in interest as Oracle International Corporation. Appeal Br. 2. Appeal 2019-003531 Application 14/616,879 2 TECHNOLOGY The claims relate to forecasting demand and determining the amount of safety stock in retail businesses. Spec. ¶ 1. Claim 1 is illustrative and reproduced below: 1. A method implemented by a computing device configured to execute a computer application, wherein the computer application is configured to process data in electronic form, the method comprising: for a class of retail items that are for sale at one or more retail locations: generating, at a class level, a historical error value representing an uncertainty in a demand for the class of retail items; generating, at a retail item level, a scaling value representing a variability in a demand for at least one retail item in the class of retail items; wherein generating the scaling value for the at least one retail item in the class of retail items comprises: selecting a demand forecast model for the class of retail items for predicting a future demand for the class of retail items; reading historical demand data from at least one data structure representing actual sales over a plurality of past retail periods for the class of retail items at the retail item level; performing a backcast operation, using the demand forecast model, on the historical demand data at the retail item level to generate backcast data representing estimated sales of the at least one retail item in the class of retail items over the plurality of past retail periods; and generating the scaling value for the at least one retail item in the class of retail items based at least in part on the historical demand data and the backcast data; Appeal 2019-003531 Application 14/616,879 3 generating a forecast error value representing an uncertainty in the demand for the at least one retail item by combining at least the scaling value for the at least one retail item and the historical error value for the class; generating a safety stock value for the at least one retail item in the class of retail items based at least in part on the forecast error value, wherein the safety stock value represents an amount of the at least one retail item to add to inventory to account for the variability in the demand of the at least one retail item; and controlling an inventory replenishment system to modify an inventory amount of the at least one retail item based on at least the safety stock value. REJECTION Claims 1–3, 5, 7–10 and 12–20 stand rejected under 35 U.S.C. § 101 for claiming patent-ineligible subject matter. Final Act. 4. ISSUE Did the Examiner err in concluding that claim 1 is directed to patent- ineligible subject matter without significantly more? ANALYSIS 35 U.S.C. § 101 defines patentable subject matter, but the Supreme Court has “long held that this provision contains an important implicit exception” that “[l]aws of nature, natural phenomena, and abstract ideas are not patentable.” Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 70 (2012) (quotation omitted). “Eligibility under 35 U.S.C. § 101 is a question of law, based on underlying facts.” SAP Am., Inc. v. InvestPic, LLC, 898 F.3d 1161, 1166 (Fed. Cir. 2018). To determine patentable subject matter, the Supreme Court has set forth a two part test. Appeal 2019-003531 Application 14/616,879 4 “First, we determine whether the claims at issue are directed to one of those patent-ineligible concepts” of “laws of nature, natural phenomena, and abstract ideas.” Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 217 (2014). A court must be cognizant that “all inventions at some level embody, use, reflect, rest upon, or apply laws of nature, natural phenomena, or abstract ideas” (Mayo, 566 U.S. at 71), and “describing the claims at . . . a high level of abstraction and untethered from the language of the claims all but ensures that the exceptions to § 101 swallow the rule.” Enfish, LLC v. Microsoft Corp., 822 F.3d 1327, 1337 (Fed. Cir. 2016). Instead, “we evaluate the focus of the claimed advance over the prior art to determine if the character of the claim as a whole, considered in light of the specification, is directed to excluded subject matter.” Trading Techs. Int’l, Inc. v. IBG LLC, 921 F.3d 1084, 1092 (Fed. Cir. 2019) (quotation omitted). “The inquiry often is whether the claims are directed to ‘a specific means or method’ for improving technology or whether they are simply directed to an abstract end-result.” RecogniCorp, LLC v. Nintendo Co., 855 F.3d 1322, 1326 (Fed. Cir. 2017). If the claims are directed to an abstract idea or other ineligible concept, then we continue to the second step and “consider the elements of each claim both individually and ‘as an ordered combination’ to determine whether the additional elements ‘transform the nature of the claim’ into a patent-eligible application.” Alice, 573 U.S. at 217 (quoting Mayo, 566 U.S. at 79, 78). The Supreme Court has “described step two of this analysis as a 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. at Appeal 2019-003531 Application 14/616,879 5 217–18 (quotation omitted). However, “[t]he abstract idea itself cannot supply the inventive concept, no matter how groundbreaking the advance.” Trading Techs., 921 F.3d at 1093 (quotation omitted). In 2019, the U.S. Patent & Trademark Office published revised guidance on the application of § 101. USPTO, 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (Jan. 7, 2019) (“Guidance”); USPTO, October 2019 Update: Subject Matter Eligibility, available at https://www.uspto.gov/sites/default/files/documents/peg_oct_2019_update.p df (“Oct. Update”). Under that guidance, we look to whether the claim recites (1) a judicial exception, such as a law of nature or any of the following groupings of abstract ideas: (a) mathematical concepts, such as mathematical formulas; (b) certain methods of organizing human activity, such as a fundamental economic practice; or (c) mental processes, such as an observation or evaluation performed in the human mind; (2) any additional limitations such that the claim as a whole integrates the judicial exception into a practical application (see MPEP § 2106.05(a)–(c), (e)–(h)); and (3) any additional limitations beyond the judicial exception that, alone or in combination, were not “well-understood, routine, conventional” in the field (see MPEP § 2106.05(d)). See Guidance 52, 55, and 56. Here, there is no dispute with respect to USPTO Step 1, so we proceed to the remaining steps. Appeal 2019-003531 Application 14/616,879 6 USPTO Step 2A, Prong One Prong 1 asks whether the claim recites an abstract idea, such as a mental process. Here, claim 1 recites controlling an inventory replenishment system to modify an inventory amount of a retail item based on a safety stock value. “[W]ith the exception of generic computer-implemented steps, there is nothing in the claims themselves that foreclose them from being performed by a human, mentally or with pen and paper.” Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1318 (Fed. Cir. 2016). We agree with the Examiner that, other than the generic “retrieving” and “storing” steps, which recite generic “computing device,” “computer application,” and “data structure,” the claimed steps, i.e., the “generating,” “selecting,” and “performing” steps can be performed mentally. See Ans. 4– 5. For example, the human mind, either alone or with written records, is fully capable of calculating historical error values, selecting a demand forecast model, performing backcast operations using the demand forecast model to generate a scaling value, calculating a forecast error value and a corresponding safety stock value in the manner recited in claims. The dependent claims merely specify which information is used for various calculations (e.g., claims 8) or provide further mental processes (e.g., claim 2 reciting further steps for “generating the historical error value,” claim 5 reciting further steps for “generating the scaling value”). But these do not change that the processes can be performed in the human mind. As the Federal Circuit has said, “we continue to treat analyzing information by steps people go through in their minds, or by mathematical algorithms, without more, as essentially mental processes within the abstract-idea category.” Synopsys, Inc. v. Mentor Graphics Corp., 839 F.3d Appeal 2019-003531 Application 14/616,879 7 1138, 1146 (Fed. Cir. 2016) (quotation omitted); see also SAP, 898 F.3d at 1167 (“The focus of the claims . . . is on selecting certain information, analyzing it using mathematical techniques, and reporting or displaying the results of the analysis. That is all abstract.”). Thus, the claims recite mental processes, which are abstract ideas. USPTO Step 2A, Prong Two Prong 2 asks whether the claim recites any additional limitations that integrate the judicial exception into a practical application. Appellant asserts that “[t]he rules specified in claim 1 transform a traditionally subjective process of inventory replenishment into a mathematically automated process executed on computers.” Appeal Br. 11 (citing McRO, Inc. v. Bandai Namco Games Am. Inc., 837 F.3d 1299 (Fed. Cir. 2016)). According to Appellant, claim 1 provides a process that uses a combined order of specific rules (e.g., a rule pertaining to the generation of a historical error value, a set of rules pertaining to the generation of a scaling value, a rule pertaining to the generation of a forecast error value) that render information into a specific format (e.g., a safety stock value) that is used to account for variability in demand of a retail item and ensure proper inventory amounts. Id. Appellant further asserts that [c]laim 1 is directed to a computer-implemented method that improves an existing technological process of controlling an inventory replenishment system in a more accurate manner (improved process) and modifying an inventory amount of a retail item based upon a determined safety stock value (using a novel technique/ improvement for generating a scaling factor and forecast error value). Id. at 12–13; Reply Br. 4–5. Appeal 2019-003531 Application 14/616,879 8 We are not persuaded by Appellant’s argument that the problem or solution is technological. The Federal Circuit has made clear that “[t]he abstract idea itself cannot supply the inventive concept, no matter how groundbreaking the advance.” Trading Techs. Int’l, Inc. v. IBG LLC, 921 F.3d 1084, 1093 (Fed. Cir. 2019) (quotation omitted). As discussed above, other than reciting generic computer functionality, the steps recited in the claim can be performed mentally or with a pen and paper. See Ans. 6. Thus, Appellant cannot rely on the abstract idea as providing the basis to conclude the abstract idea is integrated into a practical application. We are also unpersuaded that the claims here are similar to those in McRO. “The claims in McRO were directed to the creation of something physical—namely, the display of ‘lip synchronization and facial expressions’ of animated characters on screens for viewing by human eyes.” SAP, 898 F.3d at 1167 (explaining that “[t]he claimed improvement [in McRO] was to how the physical display operated (to produce better quality images), unlike . . . a claimed improvement in a mathematical technique,” like the one claimed here). Moreover, the claims in McRO, unlike the claims here, did not “simply use a computer as a tool to automate conventional activity,” and there was “no evidence that the process previously used by animators [was] the same as the process required by the claims.” McRO, 837 F.3d at 1314–15 (explaining that the claimed process was different than the one that would be performed by a human). The focus of the claims here, however, is on forecasting demand and managing inventory replenishment based on historical data—in many ways, similar to what has been done traditionally in the retail industry—using the computer merely as a tool. See Ans. 5. Appeal 2019-003531 Application 14/616,879 9 Appellant argues that a “computer that more accurately forecasts inventory levels and safety stock values of an item, and modifies the inventory amount of the item based on the generated data” “integrate[s] any alleged judicial exception into a practical application and satisfy Step 2A, Prong 2.” Reply Br. 5 (emphasis added). However, the claimed process merely uses conventional computers to automate tasks that would have otherwise been performed by a human. See OIP Techs., Inc. v. Amazon.com, Inc., 788 F.3d 1359, 1363 (Fed. Cir. 2015) (“relying on a computer to perform routine tasks more quickly or more accurately is insufficient to render a claim patent eligible”). The Federal Circuit “look[s] to whether the claims in these patents focus on a specific means or method that improves the relevant technology or are instead directed to a result or effect that itself is the abstract idea and merely invoke generic processes and machinery.” McRO, 837 F.3d at 1314 (citations omitted). Here, the computer does not provide a specific means or method that improves a technology. Instead, the improvement focuses on the task of inventory management, i.e., “to allow for a more balanced replenishment of an inventory of a class of retail items.” See Spec. ¶ 43. For example, claim 1 does not provide any technological way to control an inventory replenishment system. Instead, the claim recites only an abstract idea that is “implemented by a computing device” and that modifies an inventory amount based on the mathematical determination of a safety stock value. As the Supreme Court has held, “the mere recitation of a generic computer cannot transform a patent-ineligible abstract idea into a patent- eligible invention.” Alice, 573 U.S. at 223. Appeal 2019-003531 Application 14/616,879 10 Thus, we are not persuaded that any additional limitation, alone or in combination, reflects an improvement in the functioning of a computer or other technology. Therefore, claim 1 does not integrate the abstract idea into a practical application. USPTO Step 2B The additional limitations in claim 1 such as a “computer” and “data structure” were well-understood, routine, and conventional. The Specification explains that the computer can be any generic computer. E.g., Spec. ¶¶ 83 (the invention may be implemented on “a processor, a computer, a server operating in a cloud computing system, a server configured in a Software as a Service (SaaS) architecture, a smart phone, and so on”), 84 (“the disclosed methods or their equivalents are performed by either: computer hardware configured to perform the method; or computer software”). Likewise, the Specification explains that the data structure can be any “organization of data in a computing system.” Id. ¶ 105 (“A data structure may be any one of, for example, a data field, a data file, a data array, a data record, a database, a data table, a graph, a tree, a linked list, and so on.”). The “controlling” step, i.e., the only step other than the claimed mental process, is directed at modifying a single inventory value and “does not particular[ly] control a system itself.” Ans. 5. Appellant argues that the Examiner’s analysis fails to comply with USPTO guidelines. Appeal Br. 14–16 (citing USPTO, Memorandum on Changes in Examination Procedure Pertaining to Subject Matter Eligibility, Recent Subject Matter Eligibility Decision (Berkheimer v. HP, Inc.) (Apr. 19, 2018)); Reply Br. 7; see also Berkheimer v. HP Inc., 881 F.3d 1360 (Fed. Cir. 2018). Appellant asserts that “no evidence has been provided by Appeal 2019-003531 Application 14/616,879 11 the Examiner to support the conclusion that any claim element, let alone the combined elements, are well-understood, routine, and conventional.” Appeal Br. 15. In support, Appellant points only to the abstract method steps of claim 1 to argue that “[t]he ordered combination of elements in claim 1 as a whole recite steps that are not ‘well-understood, routine, and conventional.’” Id. at 14. However, this misunderstands Step 2B. The “well-understood, routine, conventional” portion of the test applies only to additional limitations beyond the abstract idea. See e.g., Mayo, 566 U.S. at 79–80 (“any additional steps consist of well-understood, routine, conventional activity already engaged in by the scientific community; and those steps, when viewed as a whole, add nothing significant beyond the sum of their parts taken separately” (emphasis added)). As noted above, “[t]he abstract idea itself cannot supply the inventive concept, no matter how groundbreaking the advance.” Trading Techs., 921 F.3d at 1093 (quotation omitted). In sum, whether the additional limitations are considered individually or in ordered combination, claim 1 fails to recite an inventive concept beyond the abstract idea. Accordingly, we sustain the rejection under § 101 of claim 1, and claims 2–3, 5, 7–10, and 12–20, which Appellant argues are patentable for similar reasons. See Appeal Br. 18; 37 C.F.R. § 41.37(c)(1)(iv). DECISION For the reasons above, we affirm the Examiner’s decision rejecting claims 1–3, 5, 7–10, and 12–20 under § 101. Appeal 2019-003531 Application 14/616,879 12 Claims Rejected Statute Basis Affirmed Reversed 1–3, 5, 7–10 12–20 § 101 Eligibility 1–3, 5, 7–10 12–20 TIME TO RESPOND No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a). See 37 C.F.R. § 1.36(a)(1)(iv). AFFIRMED Copy with citationCopy as parenthetical citation