ORACLE INTERNATIONAL CORPORATIONDownload PDFPatent Trials and Appeals BoardMar 18, 20212020006141 (P.T.A.B. Mar. 18, 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. 14/263,168 04/28/2014 VICTOR CHUNG-WAI CHAN ORA140090 (O-499) 1302 51444 7590 03/18/2021 Kraguljac Law Group/Oracle P.O. Box 507 Cleveland, OH 44017 EXAMINER SWARTZ, STEPHEN S ART UNIT PAPER NUMBER 3623 NOTIFICATION DATE DELIVERY MODE 03/18/2021 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): 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 VICTOR CHUNG-WAI CHAN and W. SCOTT SEEBAUER ____________ Appeal 2020-006141 Application 14/263,168 Technology Center 3600 ____________ Before ANTON W. FETTING, MICHAEL C. ASTORINO, and NINA L. MEDLOCK, Administrative Patent Judges. MEDLOCK, Administrative Patent Judge. DECISION ON APPEAL STATEMENT OF THE CASE Appellant1 appeals under 35 U.S.C. § 134(a) from the Examiner’s final rejection of claims 1–20. We have jurisdiction under 35 U.S.C. § 6(b). We REVERSE. 1 We use the term “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42. Our decision references Appellant’s Appeal Brief (“Appeal Br.,” filed September 6, 2019) and Reply Brief (“Reply Br.,” filed August 26, 2020), and the Examiner’s Answer (“Ans.,” mailed June 26, 2020), and Final Office Action (“Final Act.,” mailed February 8, 2019). Appellant identifies Oracle International Corporation as the real party in interest (Appeal Br. 2). Appeal 2020-006141 Application 14/263,168 2 CLAIMED INVENTION The claimed invention “relate[s] generally to methods and systems for managing workflows in a contact center” and, more particularly to, “dynamically influencing workflows based on learned insights into those workflows” (Spec. ¶ 1). Claims 1, 9, and 15 are the independent claims on appeal. Claim 1, reproduced below, is illustrative of the claimed subject matter: 1. A method for dynamically influencing workflows in a contact center based on accumulated workflow insights, the method comprising: learning, by a Customer Relationship Management (CRM) system, a plurality of paths through each of a plurality of workflows executed by the CRM system, the learning comprising: tracking each of a plurality of customer journeys, each customer journey taking a path of the plurality of paths, the tracking comprising: identifying an intent of the customer journey related to a product or service, identifying each decision point in one or more workflows in the plurality of workflows executed in the path taken during the customer journey, each decision point having a plurality of associated branches and a selected branch for the path, at a resolution of the customer journey, generating an outcome metric for the path taken during the customer journey to achieve the resolution, wherein the outcome metric indicates a level of success of the path relative to the intent of the customer journey, Appeal 2020-006141 Application 14/263,168 3 calculating a decision point metric for each selected branch at each decision point in the one or more workflows executed in the path taken to achieve the resolution, wherein the decision point metric is calculated based on the outcome metric for the path, and indicates a likelihood that the selected branch will lead to the resolution, and updating, for each decision point in the one or more workflows executed in the path taken to achieve the resolution, an intent decision point metric based on the calculated decision point metric for the decision point and the intent of the customer journey, wherein the intent decision point metric indicates a probability that the selected branch will lead to the resolution for the intent identified for the customer journey; dynamically selecting during run-time, by the CRM system, one or more of the plurality of workflows in response to a customer contact based at least in part on: determining an intent of the customer contact, and determining a correlation of each decision point in the one or more workflows with a successful outcome for the intent of the customer contact based at least in part on the intent decision point metrics for each decision point in the one or more workflows; and executing, by the CRM system, the dynamically selected one or more of the plurality of workflows. REJECTIONS Claims 1–4, 8–11, 14–17, and 20 are rejected under 35 U.S.C. § 103(a) as unpatentable over Rosner (US 9,459,764 B1, issued Oct. 4, 2016), Sumner et al. (US 2006/0143116 A1, published June 29, 2006) (“Sumner”) and Raj et al. (US 2012/0166244 A1, published June 28, 2012) (“Raj”). Appeal 2020-006141 Application 14/263,168 4 Claims 5, 12, and 18 are rejected under 35 U.S.C. § 103(a) as unpatentable over Rosner, Sumner, Raj, and Ethier et al. (US 2012/0296691 A1, published Nov. 22, 2012) (“Ethier”). Claim 6 is rejected under 35 U.S.C. § 103(a) as unpatentable over Rosner, Sumner, Raj, and Bethea et al. (US 2011/0211687 A1, published Sept. 1, 2011) (“Bethea”). Claims 7, 13, and 19 are rejected under 35 U.S.C. § 103(a) as unpatentable over Rosner, Sumner, Raj, Bethea, and Ethier. ANALYSIS Independent Claims 1, 9 and 15 and Dependent Claims 2–4, 8, 10, 11, 14, 16, 17, and 20 We are persuaded by Appellant’s argument that the Examiner erred in rejecting independent claims 1, 9, and 15 under 35 U.S.C. § 103(a) at least because Sumner, on which the Examiner relies, does not disclose or suggest “identifying each decision point in one or more workflows in the plurality of workflows executed in the path taken during the customer journey, each decision point having a plurality of associated branches and a selected branch for the path,” as recited in claim 1, and similarly recited in claims 9 and 15 (Appeal Br. 9–11; see also Reply Br. 2–6). Sumner is directed to a business method and system for reporting routing transactions using business strategy and tactics information (Sumner ¶ 3). Sumner discloses that strategies may be created and deployed as a mechanism for improving the values of a business key performance indicator (“KPI”), and describes that in one embodiment, a strategy may include a multiplicity of tactics (id. ¶ 30, Fig. 4). “Execution of the tactics results in the completion of the strategy” (id.). Appeal 2020-006141 Application 14/263,168 5 Further describing the strategies, Sumner discloses in paragraph 49, cited by the Examiner, that a strategy may be deployed multiple times during a period, which may end either on a fixed time basis or on a change in a system state variable, e.g., a change in a KPI measurement (Sumner ¶ 49). “More so, the model may be configured to specify a decision point to terminate a tactic if certain performance improvements in KPI do not occur within a period of time[,] and begin the execution of a different tactic” (id.). Referencing Figure 6 (reproduced below), Sumner describes, in paragraphs 31 and 32, on which the Examiner also relies, a cause and effect business model for a customer satisfaction key performance indicator metric (Sumner ¶ 31). Figure 6 is a block diagram of one embodiment of a cause and effect business model for a customer satisfaction model Appeal 2020-006141 Application 14/263,168 6 As illustrated in Figure 6, the model shows, in parenthesis, the impact of various contact center statistics on the business metric of customer satisfaction (id.). Positive scoring drivers in support of caller satisfaction are shown at the top of the block diagram while negative scoring drivers are shown at the bottom portion of the diagram; ROI (return on investment), customer retention, and customer expectations are business metrics driven by changes in the customer satisfaction score that may be estimated from the model (id. ¶ 32). In rejecting claim 1 under § 103(a), the Examiner relied on paragraphs 32 and 49 as disclosing the argued limitation (Final Act. 4). But, we agree with Appellant that the Examiner’s reliance is misplaced (Appeal Br. 9–11; see also Reply Br. 2–6). As described above, referring to a “decision point,” Sumner states in paragraph 49 that “the model may be configured to specify a decision point to terminate a tactic if certain performance improvements in KPI do not occur.” Sumner, thus, describes “a decision point” as a point in time, i.e., “when” to terminate a particular tactic and begin execution of a different tactic. We agree with Appellant that this is not a decision point in a workflow path having multiple branches, as claims 1, 9, and 15 require (Reply Br. 5 (citing Spec. ¶ 6, describing “a graphical representation of a decision tree representing the decision points in the workflows”)). As Appellant observes, there is no disclosure or suggestion in paragraph 49 that a tactic includes a plurality of branches or any teaching or suggestion that one tactic is selected from another (Appeal Br. 10). Instead, it clearly appears that the tactics all are executed in sequence, as predefined Appeal 2020-006141 Application 14/263,168 7 in the strategy (id. (citing Sumner ¶ 30 (“Execution of the tactics results in the completion of the strategy”))). The Examiner’s reliance on paragraph 32 of Sumner also is unavailing. The Examiner ostensibly interpreted the statement in paragraph 32 that “[e]ach branch of this model represents a path for a major strategic initiative that can be synthesized through adding additional metrics that are then the target for substrategies and with tactics to implement them,” as disclosing a “decision point having a plurality of associated branches,” as called for in the independent claims. Yet, Sumner is referring in paragraph 32 to the model in Figure 6, which, as described above, shows the impact of various contact center statistics on the business metric of customer satisfaction. We agree with Appellant that Figure 6 is not a “functional execution diagram,” and the links shown in Figure 6 are not branches of a workflow path that is being executed (Reply Br. 4). For example, as Appellant observes, “[t]here is no teaching that Sumner has an execution decision point that takes processing from [the] ‘Caller Satisfaction’ block to the ‘Time in Queue’ block” (id.). In view of the foregoing, we do not sustain the Examiner’s rejection of independent claims 1, 9 and 15 under 35 U.S.C. § 103(a). For the same reasons, we also do not sustain the Examiner’s rejection of dependent claims 2–4, 8, 10, 11, 14, 16, 17, and 20. Cf. In re Fritch, 972 F.2d 1260, 1266 (Fed. Cir. 1992) (“dependent claims are nonobvious if the independent claims from which they depend are nonobvious”). Dependent Claims 5–7, 12, 13, 18, and 19 Each of claims 5–7, 12, 13, 18, and 19 ultimately depends from one of independent claims 1, 9, and 15. The Examiner’s rejections of these Appeal 2020-006141 Application 14/263,168 8 dependent claims do not cure the deficiency in the Examiner’s rejection of claims 1, 9, and 15. Therefore, we do not sustain the Examiner’s rejections under 35 U.S.C. § 103(a) of dependent claims 5–7, 12, 13, 18, and 19 for the same reasons set forth above with respect to the independent claims. CONCLUSION In summary: Claim(s) Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 1–4, 8–11, 14–17, 20 103(a) Rosner, Sumner, Raj 1–4, 8–11, 14–17, 20 5, 12, 18 103(a) Rosner, Sumner, Raj, Ethier 5, 12, 18 6 103(a) Rosner, Sumner, Raj, Bethea 6 7, 13, 19 103(a) Rosner, Sumner, Raj, Bethea, Ethier 7, 13, 19 Overall Outcome 1–20 REVERSED Copy with citationCopy as parenthetical citation