Microsoft Technology Licensing, LLCDownload PDFPatent Trials and Appeals BoardJul 19, 20212020006594 (P.T.A.B. Jul. 19, 2021) 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. 15/472,580 03/29/2017 Aleksey Ashikhmin 401410-US-NP 6520 69316 7590 07/19/2021 MICROSOFT CORPORATION ONE MICROSOFT WAY REDMOND, WA 98052 EXAMINER ABOUZAHRA, REHAM K ART UNIT PAPER NUMBER 3683 NOTIFICATION DATE DELIVERY MODE 07/19/2021 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): chriochs@microsoft.com jkarr@microsoft.com usdocket@microsoft.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte ALEKSEY ASHIKHMIN, LIN XIAO, SI MENG, and CHANTRELLE NIELSEN Appeal 2020-006594 Application 15/472,580 Technology Center 3600 Before SCOTT B. HOWARD, JOYCE CRAIG, and MATTHEW J. McNEILL, Administrative Patent Judges. CRAIG, Administrative Patent Judge. DECISION ON APPEAL STATEMENT OF THE CASE Pursuant to 35 U.S.C. § 134(a), Appellant1 appeals from the Examiner’s decision to reject claims 1–20. See Final Act. 1. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. 1 We use the term “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42 (2019). Appellant identifies the real party in interest as Microsoft Technology Licensing, LLC of Redmond, Washington. Appeal Br. 2. Appeal 2020-006594 Application 15/472,580 2 CLAIMED SUBJECT MATTER The claims are directed to a space optimization solver using team collaboration patterns to guide team-to-floor allocation planning. Spec. ¶ 4. Claim 8, reproduced below, is illustrative of the claimed subject matter: 8. A space optimization system comprising: a memory; one or more processors; a data storage device having stored thereon floor plans and traffic patterns between buildings; an interaction module, under control of the one or more processors, to: identify interactions between members of multiple teams within an organization, wherein the interactions include multiple different types of interactions each associated with differing weights; and determine, based on the interactions between the members of the multiple teams within the organization, an interaction matrix that represents a weighted number of interactions between each of the multiple teams; a location layout module, under the control of the one or more processor, to estimate travel times between the multiple teams within the organization, wherein the travel times are based on the floor plans and traffic patterns between buildings retrieved from the data storage device; a travel module, under control of the one or more processors, to create a travel matrix based on the travel times between the multiple teams during the interactions of the members of the multiple teams; and an optimization module, under control of the one or more processors, to generate a smart location plan identifying how the multiple teams should be physically located within the organization, wherein the smart location plan is generated, at least in part, by solving an optimization problem that minimizes an Appeal 2020-006594 Application 15/472,580 3 objective function based on the interaction matrix and the travel matrix subject to one or more constraints. Appeal Br. 18–19 (App. A). REJECTION Claims 1–20 stand rejected under 35 U.S.C. § 101 because the claimed invention is directed to patent-ineligible subject matter. Final Act. 9–17. ANALYSIS Claims 1–3, 6–10, 13–16, 19, and 20 Appellant argues the Examiner’s rejection of claims 1–3, 6–10, 13– 16, 19, and 20 under 35 U.S.C. § 101 as directed to patent-ineligible subject matter is in error. To the extent Appellant has not advanced separate, substantive arguments for particular claims, or other issues, such arguments are forfeited. 37 C.F.R. § 41.37(c)(1)(iv) (2021). Appellant argues claims 1– 3, 6–10, 13–16, 19, and 20 as a group. Appeal Br. 7. Given our discretion under 37 C.F.R. § 41.37(c)(1)(iv), we decide the § 101 rejection of claims 1– 3, 6–10, 13–16, 19, and 20 based on representative claim 8. Principles of Law An invention is patent-eligible if it claims a “new and useful process, machine, manufacture, or composition of matter.” 35 U.S.C. § 101. However, the U.S. Supreme Court has long interpreted 35 U.S.C. § 101 to include implicit exceptions: “[l]aws of nature, natural phenomena, and abstract ideas” are not patentable. E.g., Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 216 (2014). In determining whether a claim falls within an excluded category, we are guided by the Court’s two-part framework, described in Mayo and Alice. Appeal 2020-006594 Application 15/472,580 4 Id. at 217–18 (citing Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 75–77 (2012)). In accordance with that framework, we first determine what concept the claim is “directed to.” See Alice, 573 U.S. at 219 (“On their face, the claims before us are drawn to the concept of intermediated settlement, i.e., the use of a third party to mitigate settlement risk.”); see also Bilski v. Kappos, 561 U.S. 593, 611 (2010) (“Claims 1 and 4 in petitioners’ application explain the basic concept of hedging, or protecting against risk.”). If the claim is “directed to” an abstract idea, we turn to the second part of the Alice and Mayo framework, where “we must examine the elements of the claim to determine whether it contains an ‘inventive concept’ sufficient to ‘transform’ the claimed abstract idea into a patent-eligible application.” Alice, 573 U.S. at 221 (quotation marks omitted). “A claim that recites an abstract idea must include ‘additional features’ to ensure ‘that the [claim] is more than a drafting effort designed to monopolize the [abstract idea].’” Id. (alterations in original) (quoting Mayo, 566 U.S. at 77). “[M]erely requir[ing] generic computer implementation[] fail[s] to transform that abstract idea into a patent-eligible invention.” Id. Appeal 2020-006594 Application 15/472,580 5 In January 2019, the U.S. Patent and Trademark Office (USPTO) published revised guidance on the application of § 101.2, 3 Under MPEP § 2106, we first look to whether the claim recites: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activity such as a fundamental economic practice, or mental processes) (“Step 2A, Prong One”); and (2) additional elements that integrate the judicial exception into a practical application (“Step 2A, Prong Two”).4 MPEP § 2106.04(a)) and § 2106.04(d). Only if a claim (1) recites a judicial exception and (2) does not integrate that exception into a practical application,5 do we then look, under Step 2B, to whether the claim: 2 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (Jan. 7, 2019) (“2019 Revised Guidance”). In response to received public comments, the Office issued further guidance on October 17, 2019, clarifying the 2019 Revised Guidance. USPTO, October 2019 Update: Subject Matter Eligibility (the “October 2019 Update”). “All USPTO personnel are, as a matter of internal agency management, expected to follow the guidance.” 84 Fed. Reg. at 51; see also October 2019 Update at 1. 3 The Manual of Patent Examining Procedure (“MPEP”) now incorporates this revised guidance and subsequent updates at Section 2106 (9th ed. Rev. 10.2019, rev. June 2020). All references to the MPEP are to the Ninth Edition, Revision 10.2019 (Last Revised June 2020), unless otherwise indicated. 4 “Examiners evaluate integration into a practical application by: (1) identifying whether there are any additional elements recited in the claim beyond the judicial exception(s); and (2) evaluating those additional elements individually and in combination to determine whether” the claim as a whole “integrates the exception into a practical application.” MPEP § 2106.04(d)(II). 5 This corresponds to Alice part one where it is determined whether the claim is “directed to” an abstract idea. See Alice, 573 U.S. at 219. If a claim is “not Appeal 2020-006594 Application 15/472,580 6 (3) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, conventional activity” in the field; 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.6 MPEP § 2106.05(d). Step 2A(i): Does the Claim Recite a Judicial Exception? The Examiner determined that claim 8 recites an abstract idea. Final Act. 6; Ans. 4. In particular, the Examiner determined that claim 8 recites “managing personal behavior or relationship or interaction between people (including social activities, teaching, and following rules or instruction),” which is a certain method of organizing human activity and thus an abstract idea. Ans. 4. The Examiner identified the following steps of claim 1 as part of the recited abstract idea: identifying interactions between members of multiple teams within the organization, wherein the interactions include multiple different types of interactions each associated with differing weights; determining, based on the interactions between the members of the multiple teams within the organization, an interaction matrix that represents a weighted number of interactions between each of the multiple teams; estimating travel times between the multiple teams within the organization, wherein the travel times are based on floor plans and traffic patterns between buildings; directed to an abstract idea under part one of the Alice framework, we do not need to proceed to step two.” Enfish, LLC v. Microsoft Corp., 822 F.3d 1327, 1339 (Fed. Cir. 2016). 6 This corresponds to Alice part two where it is determined whether the claim contains an ‘inventive concept’ sufficient to ‘transform’ the claimed abstract idea into a patent-eligible application.” Alice, 573 U.S. at 221. Appeal 2020-006594 Application 15/472,580 7 creating a travel matrix based on the travel times between the multiple teams during the interactions of the members of the multiple teams; and generating a smart location plan identifying how the multiple teams should be physically located within the organization, wherein the smart location plan is generated, at least in part, by solving an optimization problem that minimizes an objective function based on the interaction matrix and the travel matrix subject to one or more constraints, Ans. 5. These steps are similarly recited in claim 8 as functions for the various modules. The Examiner also determined that each of the identified steps of the abstract idea is a mental process, which is another category of abstract ideas. Id. Appellant argues the Examiner erred because “claim 8 is much more than a method of organizing activity.” Appeal Br. 10. Appellant does not present arguments regarding what claim 8 recites, but rather argues that “the combination of components and features provide an integrated practical application of the space optimization tool.” Id. We are not persuaded that the Examiner erred. Consistent with Appellant’s description of the claims, we find that the limitations summarized above describe identifying and weighting interactions between teams, estimating travel times between the teams, and generating a location plan identifying how the teams should be physically located by solving an optimization problem. See, e.g., Spec. ¶¶ 4, 19. Such activity is fairly characterized as “managing personal behavior or relationship or interaction between people,” which falls into the “certain methods of organizing human activity” category of abstract ideas. Appeal 2020-006594 Application 15/472,580 8 We also find no error in the Examiner’s determination that each of the steps identified above amounts to an abstract mental process.7 The 2019 Revised Guidance explains that “mental processes” include acts that people can perform in their minds or using pen and paper, even if the claim recites that a generic computer component performs the acts. See MPEP § 2106.04(a)(2)(III)(C); see also Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1318 (Fed. Cir. 2016) (“[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.”), quoted in MPEP § 2106.04(a)(2)(III). Appellant does not argue that the “identify,” “determine,” “estimate,” “create,” and “generate” functions, as recited in claim 8, cannot be performed in the human mind or practicably with pen and paper. Arguments not made are forfeited. 37 C.F.R. § 41.37(c)(1)(iv). Because we agree with the Examiner that the claim recites an abstract idea, we proceed to Prong Two of Step 2A to determine if the idea is integrated into a practical application, in which case the claim as a whole would not be “directed to” merely an abstract idea. Step 2A(ii): Judicial Exception Integrated into a Practical Application? We next determine whether the recited judicial exception is integrated into a practical application of that exception by: (a) identifying whether there are any additional elements recited in the claim beyond the judicial 7 “An abstract idea can generally be described at different levels of abstraction.” Apple, Inc. v. Ameranth, Inc., 842 F.3d 1229, 1240 (Fed. Cir. 2016). The level of abstraction an examiner uses to describe an abstract idea need not “impact the patentability analysis.” Apple, 842 F.3d at 1241. Regardless of the level of generality used to describe the abstract idea recited in claim 8, the claim is directed to an abstract idea. Appeal 2020-006594 Application 15/472,580 9 exception(s); and (b) evaluating those additional elements individually and in combination to determine whether they integrate the exception into a practical application. We use the term “additional elements” for claim features, limitations, or steps that the claim recites beyond the identified judicial exception. In claim 8, the additional elements include the limitations “a space optimization system,” “a memory,” “one or more processors,” “a data storage device,” “a location layout module,” “an interaction module,” “a travel module,” and “an optimization module.” See Ans. 6. To integrate the exception into a practical application, the additional claim elements must, for example, improve the functioning of a computer or any other technology or technical field (see MPEP § 2106.05(a)), apply the judicial exception with a particular machine (see MPEP § 2106.05(b)), affect a transformation or reduction of a particular article to a different state or thing (see MPEP § 2106.05(c)), or apply or use the judicial exception in some other meaningful way beyond generally linking the use of the judicial exception to a particular technological environment (see MPEP § 2106.05(e)). The Examiner determined that none of the additional limitations is sufficient to integrate the judicial exception into a practical application. See Ans. 6. In particular, the Examiner determined the additional computer elements “perform the abstract idea, which is not sufficient to amount to a practical application” and “is tantamount to simply saying ‘apply it’ using a general purpose computer, which merely serves to tie the abstract idea to a particular technological environment.” Id. Appellant argues the recited “a location layout module ... to estimate travel times between the multiple teams within the organization, wherein Appeal 2020-006594 Application 15/472,580 10 the travel times are based the floor plans and traffic patterns between buildings retrieved from the data storage device” creates a particular machine or manufacture that is integral to the claim. Appeal Br. 10. Appellant further argues claim 8 is “necessarily rooted in advanced computer technology.” Id. at 10–11. Neither argument is persuasive of Examiner error. We agree with the Examiner that the “estimate” limitation of claim 8 is part of the abstract idea and is not an additional element. In Step 2A, Prong Two, we evaluate additional elements individually and in combination to determine whether they integrate the judicial exception into a practical application. We also are unpersuaded by Appellant’s conclusory argument that Example 40 of Subject Matter Eligibility Examples 37–42 is similar to claim 8. See Appeal Br. 11. According to Appellant, “[m]uch like the claim from the Subject Matter Eligibility Examples, the current claims integrate any alleged abstract idea into practical application.” Id. at 12. Example 40, however, is directed to a particular improvement in collecting traffic data on a network. Specifically, the method limits collection of additional protocol data to when the initially-collected data reflects an abnormal condition, which avoids excess traffic volume on the network and hindrance of network performance. See Claim 1, Ex. 40. The improvement in Example 40 is related to “improved network monitoring,” which improves network technology. Claim 8 is distinguished from Example 40 because claim 8 does not recite any communications network, let alone improvements to network technology. Considering claim 8 as a whole, Appellant’s invention lacks a technical solution to a technical problem like the claim in Example 40. Claim 8 as a whole merely uses instructions to implement the abstract idea Appeal 2020-006594 Application 15/472,580 11 on a computer or, alternatively, merely uses a computer as a tool to perform the abstract idea. Here, the additional limitations do not integrate the judicial exception into a practical application. More particularly, the claims do not recite (i) an improvement to the functionality of a computer or other technology or technical field; (ii) a “particular machine” to apply or use the judicial exception; (iii) a particular transformation of an article to a different thing or state; or (iv) any other meaningful limitation. Rather, claim 8 recites an abstract ideas as identified in Step 2A(i), supra, and none of the limitations integrates the judicial exception into a practical application. Therefore, because the abstract idea is not integrated into a practical application, we conclude that the claim is directed to the judicial exception. Step 2B — “Inventive Concept” or “Significantly More” If the claims are directed to a patent-ineligible concept, as we conclude above, we proceed to the “inventive concept” step. For Step 2B we must “look with more specificity at what the claim elements add, in order to determine ‘whether they identify an “inventive concept” in the application of the ineligible subject matter’ to which the claim is directed.” Affinity Labs. of Tex., LLC v. DIRECTV, LLC, 838 F.3d 1253, 1258 (Fed. Cir. 2016) (quoting Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350 (Fed. Cir. 2016)). We look to see whether there are any “additional features” in the claims that constitute an “inventive concept,” thereby rendering the claims eligible for patenting even if they are directed to an abstract idea. Alice, 573 U.S. at 221. Those “additional features” must be more than “well- understood, routine, conventional activity.” Mayo, 566 U.S. at 79. The Examiner determined that the additional elements in claim 8 are described “at a very high level of generality and without imposing meaningful limitation on the scope of the claim.” Final Act. 11. The Appeal 2020-006594 Application 15/472,580 12 Examiner found that Figures 1 and 2 of the Specification describe generic, off-the-shelf, computer-based elements for implementing the claimed invention that do not amount to significantly more than the abstract idea. Id. The Examiner determined that the collective computer functions recited in claim 8 “merely provide conventional computer implementation.” Id. at 12. Appellant argues that “the features of claim 8 and the other claims, when taken as an ordered combination, provide unconventional steps that confine the abstract idea to a particular useful system and application.” Appeal Br. 13. In Appellant’s view, “the elements or functions amount to significantly more.” Id. We are not persuaded by Appellant’s conclusory argument. Appellant does not direct our attention to anything in the Specification that indicates the computer components perform anything other than well-understood, routine, and conventional functions, such as receiving data, looking up data in a database, processing data, and storing data in a database. See buySAFE, Inc. v. Google, Inc., 765 F.3d 1350, 1355 (Fed. Cir. 2014) (“That a computer receives and sends the information over a network—with no further specification—is not even arguably inventive”); In re TLI Commc’ns LLC Patent Litig., 823 F.3d 607, 614 (Fed. Cir. 2016) (server that receives data, extracts classification information from the received data, and stores the digital images insufficient to add an inventive concept); Alice, 573 U.S. at 225-26 (receiving, storing, sending information over networks insufficient to add an inventive concept). Because the Specification describes the additional elements in general terms, without describing the particulars, we conclude the claim limitations may be broadly but reasonably construed as reciting conventional computer components and techniques. See MPEP § 2106.07(a)(III)(D) (explaining that Appeal 2020-006594 Application 15/472,580 13 a specification that describes additional elements in a manner that indicates that the additional elements are so well-known that they do not need to be described in detail to satisfy 35 U.S.C. 112(a) can show that the elements are well understood, routine, and conventional); see, e.g., Spec. ¶¶ 21, 29, 30, 72. We conclude claim 8 does not have an inventive concept because the claim, in essence, merely recites various computer-based elements along with no more than mere instructions to implement the identified abstract idea using the computer-based elements. Because the claims are directed to a judicial exception, without significantly more, we sustain the Examiner’s § 101 rejection of independent claim 8 and grouped claims 1–3, 6, 7, 9, 10, 13–16, 19, and 20, not argued separately with particularity. Claims 4, 5, 11, 12, 17, and 18 With regard to dependent claims 4, 5, 11, 12, 17, and 18, Appellant argues that, because the claims recite generating a graphical user interface that can be displayed on a client device, the claims cannot recite a mental process. Appeal Br. 14. Appellant also argues in a conclusory manner that the claims do not recite “a certain method of organizing human activity.” Id. We are not persuaded that the Examiner erred in determining claims 4, 5, 11, 12, 17, and 18 recite an abstract idea. Each dependent claim includes all the limitations of the independent claim from which it depends. See 35 U.S.C. § 112, fourth paragraph (“A claim in dependent form shall be construed to incorporate by reference all the limitations of the claim to which it refers.”). We addressed independent claims 1, 8, and 15 above and determined they recite an abstract idea. Thus, dependent claims 4, 5, 11, 12, 17, and 18 also recite an abstract idea. Appeal 2020-006594 Application 15/472,580 14 Appellant further argues that claims 4, 5, 11, 12, 17, and 18 recite improved user interfaces for electronic devices, and thus integrate any abstract idea into a practical application. Appeal Br. 14 (citing Core Wireless Licensing S.A.R.L. v. LG Elecs., Inc., 880 F.3d 1356, 1362 (Fed. Cir. 2018)). Id. Appellant’s argument is not persuasive. In Core Wireless, the court stated that “[t]he disclosed invention improves the efficiency of using the electronic devices.” Core Wireless, 880 F.3d at 1363. However, the court also explained that “[w]e also ask whether the claims are directed to a specific improvement in the capabilities of computing devices” (id. at 1361), and then determine that “the claims are directed to an improvement in the functioning of computers” (id. at 1363). Thus, in Core Wireless, the improved efficiency of using the electronic devices was related to an identified improvement in the functioning of computers. The claims here do not recite an improvement for electronic devices. See Ans. 10. Generating a graphical user interface for display, as in claims 4, 5, 11, 12, 17, and 18, without more, does not improve the functioning of the computer, make it operate more efficiently, or solve any technological problem. Rather, the claims simply include instructions to implement an abstract idea on a computer and do no more than generally link the use of a judicial exception to a particular technological environment or field of use. Appellant has not identified anything in the Specification that indicates the graphical user interface computer components perform anything other than well-understood, routine, and conventional functions. Because the claims are directed to a judicial exception, without significantly more, we sustain the Examiner’s § 101 rejection of dependent claims 4, 5, 11, 12, 17, and 18. Appeal 2020-006594 Application 15/472,580 15 CONCLUSION The Examiner’s decision rejecting claims 1–20 is affirmed. DECISION SUMMARY Claim(s) Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 1–20 101 Eligibility 1–20 TIME PERIOD FOR RESPONSE No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a). See 37 C.F.R. § 1.136(a)(1)(iv). AFFIRMED Copy with citationCopy as parenthetical citation