VCVC III LLCDownload PDFPatent Trials and Appeals BoardMar 2, 20212019006339 (P.T.A.B. Mar. 2, 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. 15/204,943 07/07/2016 Jisheng Liang EVRI-1-2525 4332 25315 7590 03/02/2021 LOWE GRAHAM JONES, PLLC 701 FIFTH AVENUE SUITE 4800 SEATTLE, WA 98104 EXAMINER KIM, PAUL ART UNIT PAPER NUMBER 2169 NOTIFICATION DATE DELIVERY MODE 03/02/2021 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): docketing-patent@lowegrahamjones.com patentdocketing@lowegrahamjones.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte JISHENG LIANG, WILL HUNSINGER, and SATISH BHATTI Appeal 2019-006339 Application 15/204,943 Technology Center 2100 Before CARL W. WHITEHEAD JR., ERIC B. CHEN, and MICHAEL J. ENGLE, Administrative Patent Judges. ENGLE, Administrative Patent Judge. DECISION ON APPEAL STATEMENT OF THE CASE Appellant1 appeals under 35 U.S.C. § 134(a) from the Examiner’s rejection of claims 32–51, which are all of the claims pending in the application. Claims 1–31 are cancelled. See Claim Appendix. 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 VCVC III LLC as the real party in interest. Appeal Br. 1. Appeal 2019-006339 Application 15/204,943 2 TECHNOLOGY The application relates to “recommending mobile applications and/or mobile Websites based on context of the mobile device,” such as an “activity recommendation system” that “recommends mobile applications based on content items (e.g., Web pages, images, videos) that are being currently accessed via the mobile device.” Spec. ¶¶ 1, 11. ILLUSTRATIVE CLAIM Claim 32 is illustrative and reproduced below with certain limitations in dispute emphasized: 32. A computer-implemented method for discovering mobile applications for use with a mobile device, the method comprising: generating in a data store of a computing system an index of semantic information for multiple mobile applications from a plurality of sources including at least one of a Web site, a blog, a news feed, a video feed, a social network, an application store, and/or an information service, the generating including: identifying semantic information related to each of the multiple mobile applications from electronically stored meta-information about each of the multiple mobile applications, wherein the identifying semantic information for each of the multiple mobile applications includes determining an entity and/or a category referenced by the meta-information and wherein the identification is performed using natural language processing techniques that use a natural language parser to parse the meta- information to recognize and disambiguate entities; and for each of the multiple mobile applications, generating and storing a relationship between the determined entity and/or category referenced by the meta- information and a corresponding entity and/or category previously stored in the data store, the relationship stored Appeal 2019-006339 Application 15/204,943 3 in the index as semantic information associated with each respective mobile application; receiving a semantic search query, the query specifying at least one entity or category; determining from the stored relationships in the index of semantic information one or more of the multiple mobile applications that have associated semantic information matching the received semantic search query or that have associated semantic information that is related to the received semantic search query indirectly through an entity and/or category that is related to an entity and/or category stored in the index of semantic information; and transmitting indications of the determined one or more mobile applications m response to the semantic search query. REFERENCES The Examiner relies on the following references as prior art: Name Reference Date Au US 8,135,660 B2 Mar. 13, 2012 Matheny US 2008/0222105 A1 Sept. 11, 2008 Park US 2006/0184616 A1 Aug. 17, 2006 Thorkelsson US 2011/0208801 A1 Aug. 25, 2011 REJECTIONS After withdrawing the rejection under § 101 (Ans. 3), the Examiner maintains the following rejections under 35 U.S.C. § 103: Claims References Final Act. 32, 35–46, 48–51 Matheny, Park, Thorkelsson, Au 5 33, 34, 47 Matheny, Park, Thorkelsson, Au, Official Notice 13 ISSUES 1. Did the Examiner err in finding that Park teaches or suggests the “semantic information” including “an entity and/or category” and “a relationship between the determined entity and/or category referenced by the Appeal 2019-006339 Application 15/204,943 4 meta-information and a corresponding entity and/or category previously stored,” as recited in independent claim 32? 2. Did the Examiner err in finding a person of ordinary skill in the art would have had reason to combine Park with the other references for purposes of independent claim 32? 3. Did the Examiner err in taking Official Notice for dependent claim 34? 4. Did the Examiner err in finding Thorkelsson teaches or suggests locating applications “about an entity or category that is related to the specified entity or category even though the located one or more mobile applications are not directly related to the specified entity or category,” as recited in dependent claim 38? ANALYSIS Claims 32, 33, 35–37, and 39–51 Independent claim 32 recites “semantic information” including “an entity and/or category” and “a relationship between the determined entity and/or category referenced by the meta-information and a corresponding entity and/or category previously stored.” Independent claims 42 and 50 recite commensurate limitations. Appellant argues that “in the natural language processing field” the claimed “entity and/or category” refers to a noun whereas the claimed “relationship” refers to a verb, in particular a verb linking two nouns. Appeal Br. 12. For the claimed “entity and/or category,” Appellant asserts that “[i]n natural language terms, nouns can be entities – verbs are not.” Id. For example, “entities include people places, organizations, events, Appeal 2019-006339 Application 15/204,943 5 concepts, products, and the like.” Id. (citing Spec.2 ¶ 12, Table 1). On the other hand, “[r]elationships in the context of natural language processing and Appellant’s Specification refer to ‘relationships between subjects and objects,’ which in common vernacular means storing which actions or verbs linking the various subjects and/or objects.” Id. (citing Spec. ¶¶ 21–22). To illustrate Appellant’s argument, the Specification discusses the following example: For example, given a sentence such as “Sean Connery starred in Goldfinger,” the content ingester 211 may identify “Sean Connery” as the sentence subject [i.e., a noun], “starred” as the sentence verb, and “Goldfinger” as the sentence object [i.e., a noun]. The identified subjects [i.e., “Sean Connery”] and objects [i.e., “Goldfinger”] are then added as disambiguated entities . . . . The identified verbs [i.e., “starred”] can then be used to define relationships between the identified entities. These defined relationships (e.g., stored as subject-verb-object or SAO triplets, or otherwise) are then stored . . . . Spec. ¶ 22. We agree with the Examiner that “the features upon which applicant relies (i.e., storing which actions or verbs linking the various subjects and/or objects) are not recited in the rejected claim.” Ans. 4. As seen in the quotation above, the Specification provides an example using “subject-verb object or SAO triplets,” not a definition or a limitation. As presently written, independent claim 32 is not limited to the “subject-verb-object” format. Notably, claim 34, which depends from claim 32, adds the further limitation that “the stored relationship for each of the multiple mobile 2 Our citations to “Spec.” are to the Specification as originally filed on July 7, 2016. A paragraph was later added to the Specification, so the paragraph numbering in later versions may differ slightly. Appeal 2019-006339 Application 15/204,943 6 applications is stored as a subject-verb-object triplet,” which further confirms that claim 32 is not so limited. Even if we were to adopt Appellant’s constructions for these terms, we also agree with the Examiner that Park teaches or suggests them. The Examiner finds that “Park does register actions and verbs which would read upon Appellant’s supposed assertion that the claims require a relationship defined by action/verb” and “Park discloses the comparison of a previously- stored context information or service information (i.e. a previously stored entity) with an action that is to be added (i.e. a determined entity referenced by metainformation) to an action semantic ontology.” Ans. 5–6 (citing Park ¶¶ 42–43, Fig. 3). Park’s Figure 3 and description of it are reproduced below: Appeal 2019-006339 Application 15/204,943 7 FIG. 3 depicts an example of the action semantic ontology 142 according to an exemplary embodiment of the present invention. The ontology is a definition or a specification of vocabularies or concepts, and represents components (concepts) corresponding to the contents of the system. In the exemplary embodiment of the present invention, the ontology abstracts and represents the services, which are defined by actions of the application, by indicating the effect of actions on the context information. Park ¶ 43. As can be seen in Figure 3, Park’s ontology uses verbs (e.g., “increase” or “has”) to link subjects (e.g., “Action” or “Service”) and objects (e.g., “Context” or “State”). For example, one depicted relationship between entities shown in Park’s Figure 3 can be described as “Service has State” and another as “Action increase Context.” Thus, we are not persuaded the Examiner erred in finding that Park teaches or suggests the disputed limitations, even under Appellant’s claim constructions. Appellant next argues that “it is not at all clear from the Examiner’s comments how Park’s ontology could even be integrated into the entity recommendation framework of Matheny.” Appeal Br. 13–14. However, given our findings above, we are not persuaded the Examiner erred in determining that “Park discloses the comparison of a previously-stored context information or service information (i.e. a previously stored entity) with an action that is to be added (i.e. a determined entity referenced by metainformation) to an action semantic ontology in order to detect a conflict.” Ans. 6. We are also not persuaded the Examiner erred in determining that it would have been obvious to perform a similar check of existing service/app information with the service/app recommendations of Thorkelsson or search recommendations of Matheny. Id. at 7. Finally, Appellant argues that “Thorkelsson’s alternative actions (for example to execute an available native application instead of an internet Appeal 2019-006339 Application 15/204,943 8 based one) have nothing to do with the recited claim language” of an “entity and/or category” and a “relationship” between entities or categories. Appeal Br. 14. However, as discussed above, the Examiner relies on Park for these features, not Thorkelsson. See Ans. 5–6. Instead, the Examiner relies on Thorkelsson for disclosing “the determination of suggest[ed] client applications which may be retrieved in response to a user input.” Id. at 7; Final Act. 9. Accordingly, we sustain the Examiner’s obviousness rejections of independent claims 32, 42, and 50, and their dependent claims 33, 35–37, 39–41, 43–49, and 51, which Appellant argues are patentable for similar reasons. See Appeal Br. 15; 37 C.F.R. § 41.37(c)(1)(iv). Claim 34 Dependent claim 343 recites “the stored relationship for each of the multiple mobile applications is stored as a subject-verb-object triplet.” According to Appellant, “[t]he Examiner takes Official Notice[] that it would be obvious that the stored relationships for each of the multiple mobile applications may be stored in this manner,” but “since the combination of Mathews and Thorkelsson does not include the stored relationships defined by Appellant’s claims, it is incorrect for the Examiner to take Official Notice of something that is more than a mere gap filler or insubstantial.” Appeal Br. 16. This argument is moot, however, in light of our determinations above regarding the claimed “relationships” and the Examiner providing a prior art 3 As the Examiner notes (Ans. 8), Appellant mistakenly argues this under “claim 33.” Appeal Br. 16. The limitation is instead found in claim 34. Appeal 2019-006339 Application 15/204,943 9 reference teaching the disputed limitation. Ans. 9 (citing US 2011/0161070 ¶¶ 2, 32). Accordingly, we sustain the Examiner’s rejection of claim 34. Claim 38 Dependent claim 38 recites locating applications “about an entity or category that is related to the specified entity or category even though the located one or more mobile applications are not directly related to the specified entity or category.” The claim similarly recites “receiving a search query that requests mobile applications that are indirectly related to a specified entity or category.” Appellant argues that “the Examiner has not met his burden of articulating a prima facie case of obviousness” because “[t]he Examiner again relies on Thorkelsson’s ‘suggesting alternate actions to access service content’ as somehow teaching this aspect without any explanation of how this occurs since relatedness in Thorkelsson does not use a semantic index, and certainly not one that matches applications/services based upon entities/categories.” Appeal Br. 17. However, we are not persuaded the Examiner erred. First, as discussed above, the Examiner relies on Park for the details of “the index of semantic information,” including “entities and/or categories” and “relationships” between them. See Ans. 5–6. Second, “Thorkelsson discloses the determination of suggest[ed] client applications which may be retrieved in response to a user input,” such as detecting that a user has entered “www.facebook.com” in a browser and then suggesting “a list of client applications that can be retrieved and installed,” including but not limited to “a local Facebook client application.” Id. at 7; Thorkelsson ¶¶ 28, Appeal 2019-006339 Application 15/204,943 10 34. For claim 38, the Examiner further finds that Thorkelsson uses indirect contextual information to determine the appropriate mobile applications, which teaches or suggests the further limitations of this dependent claim. Ans. 11 (“Thorkelsson does not disclose a specific direct relationship between a mobile application and an entity, but rather utilizes contextual information to determine the appropriate mobile application, Thorkelsson would have sufficiently read upon the negative limitation of ‘the specified entity or category even though the located one or more mobile applications are not directly related to the specified entity or category.’”). Appellant does not sufficiently address the Examiner’s determination about Thorkelsson’s recommendations being “indirect” to convince us of Examiner error. Accordingly, we sustain the Examiner’s rejection of claim 38. OUTCOME The following table summarizes the outcome of each rejection: Claim(s) Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 32, 35–46, 48–51 103 Matheny, Park, Thorkelsson, Au 32, 35–46, 48–51 33, 34, 47 103 Matheny, Park, Thorkelsson, Au, Official Notice 33, 34, 47 Overall Outcome 32–51 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