• Duration Media LLC v. Rich Media Club LLCNo claims unpatentable
  PTAB · Aug 19, 2024 · IPR2023-00953 · APJ Michael J Fitzpatrick · IPR · Final written decision

  Claims 1–10 were not proven unpatentable under either §103 ground because the evidence did not show the claimed viewability determination.

  RulingsFinal written decision

  • Skill levelSkill level patent owner adoptedDecided for patent owner

    “We find Patent Owner’s argument persuasive. Indeed, it is unclear how Petitioner’s proposal accounts for the types of problems encountered in the art or prior art solutions to those problems. See Daiichi Sankyo, 501 F.3d at 1256 (identifying these factors, among others, as “a guide to determining the level of ordinary skill in the art”). Nor does Petitioner, in its Reply, address, let alone rebut, Patent Owner’s arguments that a person of ordinary skill in the art would have had some experience and/or knowledge in internet advertising. See generally Pet. Reply. Patent Owner proposes that a “person of ordinary skill in the art would have a bachelor’s degree in computer science or a similar major involving computer programming (or at least four years of practical computer programming experience) and at least two years of experience (in or out of college) in the field of internet advertising.” PO Resp. 12 (citing Ex. 2045 ¶54). We agree that a person of ordinary skill in the art would have some experience in internet advertising, although we fail to see why one year would not be enough to familiarize sufficiently a computer scientist and/or programmer with the types of problems encountered in the art or prior art solutions to those problems. Based on the competing proposals, arguments, and evidence before us, we adopt and apply the following level of skill in assessing Petitioner’s challenges to the patentability of the claims of the ’329 patent: a person that would have had a bachelor’s degree in computer science, computer engineering, or electrical (or similar) engineering with about three years of experience being in the field of internet advertising.” slip op. at 10

  • Novelty / Anticipation (§102) › Prior-art status of a reference › Patents / published applications (effective date, provisional support)Reference not prior artDecided for patent owner

    “Petitioner’s resurrected argument is based on a fundamental misunderstanding of § 311(b). Section 311(b) provides: “A petitioner in an inter partes review may request to cancel as unpatentable 1 or more claims of a patent only on a ground that could be raised under section 102 or 103 and only on the basis of prior art consisting of patents or printed cancel the claims of the ’329 patent on the basis of Badros, Harkins, and Krassner. Pet. 11. Petitioner did not base its request, in whole or in part, on the Krassner publication. Id. Krassner clearly is a patent. It issued on August 13, 2019, far too late to be § 102(b) prior art. Even if we assume Krassner is also a “printed publication” withing the meaning of § 311(b), the same date would apply: August 13, 2019. Petitioner has not presented any evidence that the document that is Krassner was published prior to when it issued on August 13, 2019. That another document (the Krassner publication), which published much earlier, may contain the same or similar disclosure is not relevant to when Krassner was patented or published. In sum, Krassner is not prior art under 35 U.S.C. § 102(b). b) Whether Krassner is Prior Art Under 35 U.S.C. § 102(e) Although Krassner is not prior under 35 U.S.C.§ 102(b), we” slip op. at 13

  • Obviousness (§103) › Analogous artAnalogous artDecided for petitioner

    “Petitioner responds that, contrary to Patent Owner’s argument, “Harkins teaches that its invention can be used in web pages.” Pet. Reply 18 (citing Ex. 1004 ¶30). Although Petitioner’s citation is off by one paragraph, Petitioner’s response about what Harkins teaches is correct. See Ex. 1004 ¶29 (“The present invention may be implemented for provision of virtually any type of advertising (e.g., print, radio, television, Internet, billboard, etc.) via any type of advertising medium (e.g., newspaper, magazine, radio broadcast, Web pages, billboards, etc.) without departing from the scope of the present invention.”). We find that Harkins is from the same field based on its express statement that it is applicable to “virtually any type of advertising” and “any type of advertising medium,” including “Web pages.” Ex. 1004 ¶29. Further, even if this were insufficient to place Harkins in the same field as the ’329 patent, we find that Harkins is reasonably pertinent to the particular problems with which the ’329 patent inventors were involved. In sum, we find that Harkins is analogous art to the ’329 patent.” slip op. at 19

  • Strike new argumentNew argument disregardedGranted

    “Paper 60 (“PO Mot. To Exclude”), 9–10.6 Patent Owner is correct in this regard and, thus, we grant Patent Owner’s Motion to Exclude with respect to the testimony in the second Smedley Declaration and the Madansky Declaration opining that Badros teaches the determination limitation. Paper 60, 9–12. Petitioner, in its Opposition to the Motion to Exclude, argues that Patent Owner’s arguments about the “viewability test” were “surprising.” Paper 62, 8. We are not persuaded by Petitioner’s argument. The “viewability test” is a claim limitation. Petitioner should have anticipated that Patent Owner would argue that limitation. See In re Gardner, 449 F. App’x 914, 916 (Fed. Cir. 2011) (“This court has held that when evaluating claims for obviousness under 35 U.S.C. § 103, all the limitations of the claims must be considered and given weight.” (citing Stratoflex, Inc. v. Aeroquip Corp., 713 F.2d 1530 (Fed. Cir. 1983)); Univ. of Strathclyde v. 6 Patent Owner’s Motion to Exclude seeks to exclude, in part or in whole, Exhibits 1020–1022, 1025–1030, and 1034–1040, which were submitted with Petitioner’s Reply, of which Exhibits 1026 and 1027 are the declaration by Dr. Madansky and the second declaration by Dr. Smedley, respectively. Mot. To Exclude. The Motion to Exclude also seeks to exclude “Exhibits” 1017 and 1018, which are not filed or of record in this case but which are referenced in the Reply. Id. For example, Exhibit 1017 is the Krassner publication, which Petitioner unsuccessfully moved to add to the record as supplemental information. See Paper 21, 3 n.1 (expunging the Krassner publication and stating that it “need not -- and indeed may not -- be re-filed under a new exhibit number”). Apart from the portions of Dr. Smedley’s second declaration and Dr. Madansky’s declaration opining that Badros teaches the “determination” limitation, we dismiss the Motion to Exclude as moot. obviousness determination generally requires a finding that “all claimed limitations are disclosed in the prior art’.” (citing PAR Pharm., Inc. v. TWI Pharms., Inc., 773 F.3d 1186, 1194 (Fed. Cir. 2014)). Petitioner argues that “[v]iewability tests were well known for well over a decade prior to the ’329 patent’s priority date.” Reply 9. If that were the case, then Petitioner should have made its argument in the Petition. Section 312(a) of Title 35 is titled “Requirements of Petition,” and it specifies that a petition must identify, among other things, “the evidence that supports the grounds for the challenge to each claim, including . . . (B) affidavits or declarations of supporting evidence and opinions, if the petitioner relies on expert opinions.” 35 U.S.C. § 312(a)(3); see also 37 C.F.R. § 42.104(b)(4)–(5) (“The petition must specify where each element of the claim is found in the prior art patents or printed publications relied upon; and . . . the supporting evidence relied upon to support the challenge.”). Thus, “Petitioner may not submit new evidence or argument in reply that it could have presented earlier, e.g. to make out a prima facie case of unpatentability.” Board’s Consolidated Trial Practice Guide, 73 (Nov. 21, 2019).7 Dr. Smedley’s testimony in his second declaration, that “Badros discloses Patent Owner’s ‘viewability test’” (Ex. 1027 ¶11), is clearly evidence to make out a prima facie case of unpatentability. The same is true of Dr. Madansky’s testimony that she agrees with Dr. Smedley in this regard. Ex. 1026 ¶4.” slip op. at 25

  Patent outcomesUS 11,443,329 not shown unpatentable
  § 102 anticipation§ 103 obviousnesscites Graham
  Patents in suitUS 11,443,329
• Snap Inc. / Facebook, Inc. et al. v. Palo Alto Research Center LLCAll claims unpatentable
  PTAB · Mar 24, 2023 · IPR2021-01294 · APJ Sheila F Mcshane · IPR · Final written decision

  The Board held all challenged claims 1–25 unpatentable under the asserted obviousness grounds and denied Patent Owner’s contingent motions to amend.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “2. Level of Ordinary Skill in the Art Snap proposes that a person of ordinary skill in the art at the time of the ’599 patent would have possessed “an undergraduate degree in electrical engineering, computer engineering, computer science or a related field along with at least two years of work experience in the field of content presentation and context-based systems/processes.” Snap Pet. 3 (citing Snap IPR, Ex. 1002 ¶¶ 30–32); Snap IPR, Ex. 1022 ¶ 32. Snap further asserts that additional “education can supplement practical experience and vice versa.” Id. In the Decision on Institution, we determined that Snap’s proposed description of the qualifications of a person of ordinary skill in the art aligned with the technology and claims of the ’599 patent. Snap Inst. Dec. 6–7. For this proceeding, Patent Owner and Dr. Martin apply this level of skill in the art. Snap PO Resp. 11–12; Snap IPR, Ex. 2003 ¶¶ 48–50. Accordingly, for the reasons given in the Decision on Institution, we adopt Snap’s proposed level of ordinary skill in the art. Snap Inst. Dec. 6–7.” slip op. at 11

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner

    “Dr. Martin also provides consistent testimony on this issue. Snap IPR, Ex. 2003 ¶¶ 81–82. Put simply, the Specification’s disclosure is that the set of rules for multiple content packages includes an expected response, and actions are then performed based on whether an expected response is or is not provided. Moreover, as Dr. Almeroth testifies, neither the claims nor the Specification use the term “unexpected response”—rather the Specification only identifies an “expected response.” Snap IPR, Ex. 1022 ¶ 42. Accordingly, the disclosures in Table 1 and the Specification support Dr. Almeroth’s testimony that a person of ordinary skill would have understood that “the claimed ‘determin[e/ing]’ limitation requires what it plainly recites: ‘determin[e/ing] whether the received response matches the expected response[]’. . . . [i]t does not require an unexpected response not known to the system.” Snap IPR, Ex. 1022 ¶ 51.” slip op. at 18

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable

    “time,’ ‘type of location,’ and other contextual information to automatically determine whether users would like to undertake learning activities.” Twitter Pet. Reply 18 (citing Twitter IPR, Ex. 1005, 2 3, 5 (“A check . . . to see if the information from the database corresponds with the location sensor (i.e. a check on whether the learner is really keeping his/her schedule).”), Fig.1; Twitter IPR, Ex. 1025 ¶ 49; Twitter IPR, Ex. 1003 ¶¶ 85, 157–162, 238, 435, 451, 517; Twitter Pet. 20–21). Accordingly, the evidence of record support that Yau teaches that context triggers the display of a content piece, such as an exercise/test/quiz. Patent Owner also argues that Twitter asserts that PALLES’ content piece is “‘exercise[s],’ ‘test[s],’ and/or ‘MP Quiz[zes],’” but also contends that Yau’s “formal assessment” is the claimed content piece. Twitter PO Resp. 32. Patent Owner argues that “Twitter points back to its limitation 12.1 PALLAS evidence for the purported ‘content piece’” and also does not mention Yau for limitation 12.5 and 12.6 and “only conclusorily states that ‘PALLAS in view of Yau renders obvious triggering an exercise/test/quiz.’” Id. Patent Owner’s arguments overlook Twitter’s assertion, with Dr. Turnbull’s supporting testimony, that a person of ordinary skill in the art would have understood that Yau’s formal assessments are “tests with answers for comparing against learner’s responses to assess knowledge/performance/skill (contrasting with ‘un-assessed’ exercises whose responses are unchecked).” Twitter Pet. 43; Twitter IPR, Ex. 1003 ¶ 154. Further, Patent Owner overlooks Petitioner’s assertion that it is implementing PALLAS’s context-triggerbased content display using Yau’s teachings of displaying assessments/questions based on context. Twitter Pet. 43. Patent Owner also asserts that in the PALLAS-Yau combination, Twitter does not explain how a person of ordinary skill in the art would have combined the prior art in the manner Petitioner alleges. Twitter PO Resp. 42. Patent Owner argues that “PALLAS says nothing about forcing quizzes, tests, or exercises on its users without the users asking for such exercises,” and a person of skill would understand that the combined system still requires that a student select a learning activity and that PALLAS’s system should be unobtrusive because learners “may have small time slots to engage in learning.” Id. (citing Twitter IPR, Ex. 2013 ¶ 168; Twitter IPR, Ex. 1004, 54). Patent Owner further contends that “Twitter’s conclusory, hindsight-driven statements” do not suffice and PALLAS teaches away from the modifications suggested by Twitter. Id. at 42–43 (citing Twitter IPR, Ex. 2013 ¶ 144). Patent Owner argues that because a learner may not have time to complete a test, a person of ordinary skill in the art would not be motivated to change PALLAS to trigger exercises/tests/quizzes based on location or time. Id. at 43 (citing Twitter IPR, Ex. 2013 ¶¶ 142–144). The evidence of record does not support Patent Owner’s arguments.” slip op. at 115

  • ScopeMotion to amend, grantedGranted

    “2. Enlarging Scope of Claims Patent Owner asserts that it proposes narrowing limitations in direct response to the grounds of unpatentability involved in this proceeding. See, e.g., Snap Mot. 3–4. Facebook argues Patent Owner is “improperly attempting to enlarge the scope of the original claims.” Facebook Pet. Opp. 1. Facebook asserts, “[i]f ‘an expected response’ means one or more expected responses, therefore, determining whether the received response ‘matches the expected response’ means that the received response must match [all of] the one or more previously-recited expected responses in the content package.” Id. at 3 (emphasis omitted). Facebook then argues “the term ‘predefined response’ is broader than ‘expected response,’” because “an ‘expected response’ does not include any conceivable or possible response; it is a response that is expected.” Id. at 4–5 (emphasis omitted). Twitter argues that “‘predefined response’ is broader than ‘expected response’ because a ‘predefined response’ can include any possible response as long as that response has been somehow defined in advance.” Twitter Pet. Opp. 2. We consider the amendments in view of the claim as a whole. Although the term “one predefined response” may be broader than “an expected response,” we also consider the amended portion “wherein the received response is expected if the received response matches one or more of the at least one predefined response,” and “the received response is unexpected if the received response does not match any of the at least one predefined response.” Unless the response had been predefined within the content package, any “received response” could not be considered “expected” under the claims, and the additional clause requires a match of the response with the predefined response to be deemed “expected.” This equates to an equivalent scope to the original claim. This is consistent with Dr. Martin’s testimony, which we credit, that he is not aware of a situation where the substitute but not original claims are infringed because “[t]he substitute claims would only be satisfied when a ‘predefined response’ in the substitute claims is an ‘expected response’ in the original claims.” Facebook IPR, Ex. 2023 ¶ 59.” slip op. at 136

  Patent outcomesUS 8,489,599 unpatentable
  Claim construction§ 101 eligibility§ 103 obviousnesscites Alice · Mayo · Bilski · Electric Power · Phillips · KSR · Graham
  Patents in suitUS 8,489,599
• Corning Optical Communications LLC v. Dali Wireless, Inc.No claims unpatentable
  PTAB · Oct 11, 2022 · IPR2021-00762 · APJ Sharon Fenick · IPR · Final written decision

  The Board held claims 1–12 not unpatentable because Petitioner did not show that FlexWave Prism Manual was publicly accessible before the critical date.

  RulingsFinal written decision

  • Skill levelSkill level board ownOther

    “Our determination regards obviousness to an ordinarily skilled person rather than “to the judge, or to a layman, or to those skilled in remote arts, or to geniuses in the art at hand.” Envtl. Designs, Ltd. v. Union Oil Co., 713 F.2d 693, 697 (Fed. Cir. 1983)). We therefore remove the open-ended term “a minimum of” from Petitioner’s proposal, and adopt for this decision the following definition: “a person of ordinary skill in the art at the time of the claimed invention would have had: (1) a bachelor’s degree in electrical engineering; and (2) 3–4 years of industry experience in wireless communications networks and engineering. However, an individual with an advanced degree in electrical engineering would require less industry experience (e.g., 1–2 years).” This level of skill comports with the teachings of the ’508 patent and the asserted prior art.” slip op. at 7

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “Only those terms that are in controversy need be construed, and only to the extent necessary to resolve the controversy. Nidec Motor Corp., 868 F.3d at 1017 (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). No claim terms require construction to resolve the controversy before us. See Nidec, 868 F.3d at 1017.” slip op. at 8

  • Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication not establishedNot shown unpatentable

    “c) Conclusion After considering this record evidence, Petitioner has not shown that one of ordinary skill would have performed the searches Mr. Stravitz performed on the EAS database. Mr. Stravitz’s searches appear to have been performed at the direction of counsel to discover whether and how FlexWave Prism Manual could be retrieved from the EAS database by someone who knew about FlexWave Prism Manual, without consideration of whether one of ordinary skill would have performed the searches absent a search directed towards FlexWave Prism Manual or would have known about the EAS database. Thus, Petitioner has not shown that one interested in and ordinarily skilled in the art relating to the ’508 patent would have found FlexWave Prism Manual using the EAS database.” slip op. at 25

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

    “For these reasons, our determination is that FlexWave Prism Manual has not been shown to be publicly available. E. Conclusion For the reasons given above, Petitioner has not met its burden to show that FlexWave Prism Manual was disseminated or otherwise made available to the extent that persons of ordinary skill in the art, exercising reasonable diligence, could have located it. All instituted grounds of unpatentability rely on FlexWave Prism Manual. Pet. 23–77; see Dec. on Inst. 17–29. Therefore, Petitioner fails to demonstrate by a preponderance of the evidence that any of the challenged claims are unpatentable based on the instituted grounds.” slip op. at 27

  Patent outcomesUS 9,826,508 not shown unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 9,826,508
• Vudu, LLC v. Ideahub, Inc.All claims unpatentable
  PTAB · Apr 14, 2022 · IPR2020-01688 · APJ Monica S Ullagaddi · IPR · Final written decision

  Claims 1, 3, 4, 6, 8, 11, 13, 15, 18, 19, 21, and 23 are unpatentable over DIS 23009-1; the revised contingent motion to amend is denied.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “A person of ordinary skill in the art (“POSA”) in the relevant field as of the earliest priority date would have had at least the equivalent of a Bachelor’s degree in electrical engineering, computer engineering, computer science, or a related subject and two or more years of experience in the field of media streaming over the Internet. Pet. 18–19 (citing Ex. 1003 ¶ 82). Patent Owner does not dispute Petitioner’s assertions regarding the level of ordinary skill in the art, nor 6 Patent Owner does not present objective evidence of nonobviousness. does it present its own definition. We adopt Petitioner’s definition as it is consistent with the specification of the ’830 patent and the cited references.” slip op. at 10

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached

    “Petitioner proposes that we construe “adaptation set,” “SegmentBase,” and “SegmentTemplate.” Pet. 19–21. Patent Owner does not address claim construction in its briefing. We need not construe any claim term to resolve any issues before us, and therefore, do not expressly define any claim term in our Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (explaining that construction is needed only for terms that are in dispute, and only as necessary to resolve the controversy).” slip op. at 11

  • Disclosure Requirements (§112) › Written description (Ariad)Written description inadequateDenied

    “not describe additional configuration information nor user characteristic information. Instead, it describes “an additional configuration to select a representation based on a user characteristics and terminal characteristics.” Ex. 2004 ¶ 232. It is unclear from Patent Owner’s argument whether Patent Owner intends for the claimed “user characteristic information” to include or refer to additional configuration information, accessibility features of a representation, or both. Reply Rev. Opp. 1 (citing Ex. 2004 ¶¶ 232, 234, 253). In any event, merely because paragraph 253 uses the term “[h]ereinafter” before it discloses “two simple attributes [] for the above-described purpose”––and not even in close proximity to the “user characteristics” and “additional configuration” in paragraph 232––is not sufficient to provide support for “the user characteristic information includ[ing] the usedWith attribute and the equivalentTo attribute,” as recited 8 Ex. 2005 is Application No. 16/168,933 (“the ’933 application”). in limitations [38.6], [40.6], and [46.6]. None of the cited portions (i.e., Ex. 2004 ¶¶ 232, 234, 253, 255–257, Table 13; Ex. 2005 ¶¶ 254–256, Table 13) indicates a sufficient connection or relationship, or the claimed inclusive relationship, between user characteristic information and the usedWith and equivalentTo attributes. Contra Reply Opp. Rev. MTA 1 (Patent Owner arguing that the cited disclosures “clearly show this relationship between the claimed attributes and user characteristic information”). For the foregoing reasons, we determine that claims 38, 40, and 46 do not find sufficient written description support in the ’644 application nor in the ’933 application, whether considered individually or collectively, and thus, these claims contain new matter.” slip op. at 35

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable

    “rationale for combining DIS 23009-1 with M20060, Petitioner persuasively contends that: A POSA would have been motivated to add the additional “metadata” described in M20060 to the MPDs described in the DIS 23001-6 or DIS 23009-1 references in order to enable the client to choose the most suitable version of media content among alternative versions of media content. For example, M20060 describes that the additional metadata (e.g., the extended accessibility element and the usedWith, equivalentTo, bitDepth, minBitDepth, and maxBitDepth attributes) helps “both users and clients to select appropriate representations” by, for example, “1) supporting accessibility, 2) describing relationships of representations, and 3) describing media’s bit depth.” Moreover, a POSA would have had an expectation of success in modifying the MPDs in DIS 23001-6 or DIS 23009-1 to include the additional metadata described below because it simply would have been a matter of adding additional metadata to the MPD XML schemas described in DIS 23001-6 or DIS 23009-1. Id. (citing Ex. 1094 ¶ 33; Ex. 1097 § 1, 1). Dr. Bestavros persuasively explains that “M20060 expressly references the DIS 23001-6 reference and proposes specific modifications to the MPEG DASH metadata included in the MPD XML schema.” Ex. 1094 ¶ 34 (citing Ex. 1097 § 1, 1 (introduction of M20060); Ex. 1097, 7 (references cited by M20060)).” slip op. at 41

  Patent outcomesUS 10,270,830 unpatentable
  Claim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · KSR · Graham
  Patents in suitUS 10,270,830
• Vudu, Inc. v. Ideahub, Inc.All claims unpatentable
  PTAB · Apr 14, 2022 · IPR2020-01689 · APJ Monica S Ullagaddi · IPR · Final written decision

  Claims 1, 11, 25, 27, and 29 are unpatentable as anticipated by and obvious over DIS 23009-1; the revised contingent motion to amend proposing claims 31–35 is denied.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level Of Ordinary Skill In The Art Petitioner contends that: A person of ordinary skill in the art (“POSA”) in the relevant field as of the earliest priority date would have had at least the equivalent of a Bachelor’s degree in electrical engineering, computer engineering, computer science, or a related subject and two or more years of experience in the field of media streaming over the Internet. Pet. 19 (citing Ex. 1003 ¶ 82). Patent Owner does not dispute Petitioner’s assertions regarding the level of ordinary skill in the art, nor does it present its own definition in any of its briefing. We adopt Petitioner’s definition as it is consistent with the Specification of the ’414 patent and the cited references.” slip op. at 10

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner

    “Petitioner proposes that we construe “adaptation set,” and “SegmentTemplate.” Pet. 19–21. Patent Owner does not address claim construction in any of its briefing. 6 Patent Owner does not present objective evidence of nonobviousness. and therefore, do not expressly define any claim term in our Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (explaining that construction is needed only for terms that are in dispute, and only as necessary to resolve the controversy).” slip op. at 10

  • Disclosure Requirements (§112) › Written description (Ariad)Written description inadequateNot shown unpatentable

    “The newly-cited portion in paragraph 232 does not describe additional configuration information nor user characteristic information. Instead, it describes “an additional configuration to select a representation based on a user characteristics and terminal characteristics.” Ex. 2004 ¶ 232. It is unclear from Patent Owner’s argument whether Patent Owner intends for the claimed “user characteristic information” to include or refer to additional configuration information, accessibility features of a representation, or both. Reply Rev. Opp. 1 (citing Ex. 2004 ¶¶ 232, 234, 253). In any event, merely simple attributes [] for the above-described purpose”––and not even in close proximity to the “user characteristics” and “additional configuration” in paragraph 232––is not sufficient to provide support for “the user characteristic information includ[ing] the usedWith attribute and the equivalentTo attribute,” as recited in limitations [31.11], [32.12], and [35.7]. None of the cited portions (i.e., Ex. 2004 ¶¶ 232, 234, 253, 255–257, Table 13; Ex. 2005 ¶¶ 254–256, Table 13) indicate a sufficient connection or relationship, or the claimed inclusive relationship, between user characteristic information and the usedWith and equivalentTo attributes. Contra Reply Opp. Rev. 1 (Patent Owner arguing that the cited disclosures “clearly show this relationship between the claimed attributes and user characteristic information”). For the foregoing reasons, we determine that claims 31, 32, and 35 do not have sufficient written description support in the ’644 application and the ’092 application, either individually or collectively, and as such, contain new matter.” slip op. at 29

  • Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportDecided for petitioner

    “are not entitled to a priority date earlier than March 16, 2012 (the filing date of PCT ’922), because the disclosure of KR10-2011-0023271 does not support at least the limitations of: “the adaptation set includes one or more attributes or elements that are common to each of the representations for that adaptation set,” as recited in independent claims 1 and 11, and the “SegmentTemplate” recited in independent claims 25. Patent Owner has not asserted, after institution, that the challenged claims are entitled to an earlier date. See Tech. Licensing Corp. v. Videotek, Inc., 545 F.3d 1316, 1327–28 (Fed. Cir. 2008) (indicating that patent owner bears a burden of production in arguing that the asserted references are not prior art based on entitlement to an earlier priority date). As such and for the reasons discussed below, Petitioner has persuasively demonstrated that DIS 23001-6, DIS 23009-1, and 3GPP TS 26.247 qualify as prior art to the challenged claims, because Petitioner has sufficiently demonstrated that the references were publicly accessible prior to the applicable priority date of March 16, 2012.” slip op. at 12

  Patent outcomesUS 10,313,414 unpatentable
  Claim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · KSR · Graham
  Patents in suitUS 10,313,414
• Twitter, Inc. v. Palo Alto Research Center Inc.Instituted
  PTAB · Mar 15, 2022 · IPR2021-01398 · APJ Karl D Easthom · IPR · Institution

  The Board instituted IPR on claims 1–18 because the petition showed a reasonable likelihood of prevailing on at least one claim under § 103.

  RulingsInstitution decision

  • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted

    “review is under 35 U.S.C. § 314. See also 37 C.F.R. § 42.4(a) (2020). To institute an inter partes review, the information presented in the Petition must show “a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a).” slip op. at 2

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “person of ordinary skill in the art at the time of the ’475 patent (December 2002) “would at minimum have a bachelor’s in software, computer, or electrical engineering or computer science with at least two years’ experience in software development, including with respect to web data analysis, or the equivalent.” Pet. 11 (citing Ex. 1003 ¶ 24). Patent Owner presents no proposed qualifications. See generally Prelim. Resp.” slip op. at 6

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “Neither party proposes any explicit claim constructions. Pet. 10; see generally Prelim. Resp. At this stage, no need exists to construe a claim term expressly to resolve the parties’ disputes. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 7

  • PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsDecided for petitioner

    “none of the combinations in the Petition were previously presented. Further, there is no overlap between the arguments made during examination and the representations of the prior art in this proceeding. Therefore, with respect to Chen and Cook, the same or substantially the same art or arguments were not previously presented. Further, even if Chen is cumulative to Heer as alleged by Patent Owner, Petitioner demonstrates that the Examiner materially erred for the reasons explained below. As the parties indicate, the Examiner stated as reasons for allowance for the “independent claims,” that “the prior art of record does not teach: combining the multi-modal information for content portions associated and the proximal information for content portions associated with the user path to form a user profile having a unified representation.” See Pet. 85; Prelim. Resp. 26; Ex. 1002, 123. Patent Owner now argues that the primary difference between Heer (or Chen, if, as Patent Owner alleges, it is “cumulative” to Heer) and independent claims 1 and 10 is that the claims require using proximal information in the user profile. See Prelim. Resp. 26. But as discussed above (§ I.E.5), Patent Owner also admits that the asserted prior art at least separately teaches using proximal information and multi-modal information. See Prelim. Resp. 36–37 (arguing that “each” of the prior art references relied upon by Petitioner “relates to using either multi-modal information or proximal information, but not both”). Nevertheless, nothing in the prosecution history, including the Examiner’s reasons for allowance or citation and limited discussion of Heer with respect to dependent claims (Ex. 1002, 78–79, 123), shows that the Examiner was aware that Heer (even if it is cumulative to Chen) taught everything in the independent claims except for combining proximal information as part of the user profile. Also, the prosecution history does not show that Patent Owner informed the Examiner, or that the Examiner was aware, of Patent Owner’s current admission that the prior art “relates to using either multi-modal information or proximal information, but not both.” See Prelim. Resp. 36–37. Petitioner shows that the Examiner did not apply Heer as the primary basis for rejecting independent claims 1 and 10, which Petitioner essentially does here with respect to Chen. See Pet. 84 (arguing that “Heer was relied on, but only for dependent claims 9 and 18”) citing Ex. 1002, 78–79); see Advanced Bionics, Paper 6 at 10–11 & n.10 (reasoning that Becton Dickinson factor c, “the extent to which the asserted art was evaluated during examination, including whether the prior art was the basis for rejection,” is a material error factor). And Petitioner sufficiently shows that “Chen and Cooke were not previously presented” during prosecution. Pet. 84. As summarized above, Petitioner sufficiently shows that Chen, with Chi and other secondary references, suggests combining multi-modal information with proximal information such as surrounding text associated with links and images wherein Chen specifically teaches flexibly employing all manner of such multi-modal information to aid in assigning users to clusters. See supra § II.E.; Ex. 1004 ¶¶ 16, 18, 22; Advanced Bionics, Paper 6 at 9–11 & n.10 (reasoning that Becton Dickinson factor f, “additional evidence and facts presented in the petition warrant reconsideration of the prior art or arguments,” and Becton Dickinson factor e, the extent the Petition shows error, are a material error factors).” slip op. at 36

  Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
  Patents in suitUS 7,043,475
• Google LLC v. Ikorongo Technology LLC And Ikorongo Texas LLCRehearing granted
  PTAB · Jan 25, 2022 · IPR2021-00205 · APJ Bryan F Moore · IPR · Rehearing

  The Board granted Google's rehearing request and instituted IPR on claims 5–7, 9–12, 21–23, 25–28, 37, and 39–42 on all petitioned grounds.

  RulingsRehearing decision

  • RehearingRehearing, grantedGranted

    “Circuit directed the WDTX to transfer the district court cases to the NDCA [Northern District of California] (Ex-1023 at 16) . . . the cases against LGE and Samsung will be given a new case schedule in the NDCA, delaying not only the trial date but the overall investment in the case by both the parties and the court.” Request 5. We agree. In fact, the cases in NDCA are currently stayed pending an appeal of the Federal Circuit’s Decision. Ex. 3003. In weighing the Fintiv factors, we relied on the involvement of the ’554 patent in the WDTX cases as the basis for our weighing four of six factors and for our holistic assessment of the factors in favor of our exercising our discretion to deny institution. DDI 7–13. However, the WDTX cases no longer provide any basis for exercising our discretion to deny institution.” slip op. at 8

  • PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Decided for petitioner

    “3 In assessing whether to exercise such discretion, the Board weighs the following factors: 1. whether the court granted a stay or evidence exists that one may be granted if a proceeding is instituted; 2. proximity of the court’s trial date to the Board’s projected statutory deadline for a final written decision; 3. investment in the parallel proceeding by the court and the parties; 4. overlap between issues raised in the petition and in the parallel proceeding; 5. whether the petitioner and the defendant in the parallel proceeding are the same party; and 6. other circumstances that impact the Board’s exercise of discretion, including the merits. Fintiv, Paper 11 at 6–7. Circuit directed the WDTX to transfer the district court cases to the NDCA [Northern District of California] (Ex-1023 at 16) . . . the cases against LGE and Samsung will be given a new case schedule in the NDCA, delaying not only the trial date but the overall investment in the case by both the parties and the court.” Request 5. We agree. In fact, the cases in NDCA are currently stayed pending an appeal of the Federal Circuit’s Decision. Ex. 3003. In weighing the Fintiv factors, we relied on the involvement of the ’554 patent in the WDTX cases as the basis for our weighing four of six factors and for our holistic assessment of the factors in favor of our exercising our discretion to deny institution. DDI 7–13. However, the WDTX cases no longer provide any basis for exercising our discretion to deny institution.” slip op. at 7

  • Parallel petitionsDecided for petitioner

    “should exercise its discretion under § 314(a) to deny at least one of Petitioner’s two overlapping petitions. Petitioner concurrently filed two petitions against the ’554 patent: IPR2021-00204 (Petition 1) and IPR2021- 00205 (Petition 2).” Prelim. Resp. 18. Petitioner contends “Petition 2 challenges only claims with an admitted later priority date . . . [and n]one of the claims challenged in Petition 2 are addressed in Petition 1. The two” slip op. at 9

  • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted

    “E. Obviousness Analysis We determine that Petitioner has shown a reasonable likelihood of establishing the obviousness of the limitations of claim 1 and of claim 5 (which includes the limitations of claim 1) and, on that basis, institute inter partes review of all the Challenged Claims. See 37 C.F.R. § 42.108(a) (“When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims.”). Although dependent claim 5 is the first Challenged Claim in the Petition, we begin our analysis thereof by analyzing its underlying base claim, namely, independent claim 1.” slip op. at 17

  Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
  Patents in suitUS 8,874,554
• Google LLC v. Ikorongo Technology LLC And Ikorongo Texas LLCRehearing granted
  PTAB · Jan 25, 2022 · IPR2021-00204 · APJ Bryan F Moore · IPR · Rehearing

  The Board granted rehearing and instituted IPR on claims 1–4, 8, 17–20, 24, 33–36, and 38 on all petition grounds, finding a reasonable likelihood of obviousness.

  RulingsRehearing decision

  • RehearingRehearing, grantedGranted

    “as our basis for exercising our discretion to deny institution are no longer in the Western District of Texas. Ex. 1023, 16; Ex. 3003. In the Request for Rehearing, Petitioner argues that (at that time), “[b]ecause the Federal Circuit directed the WDTX to transfer the district court cases to the NDCA [Northern District of California] (Ex-1023 at 16) . . . the cases against LGE and Samsung will be given a new case schedule in the NDCA, delaying not 3 In assessing whether to exercise such discretion, the Board weighs the following factors: 1. whether the court granted a stay or evidence exists that one may be granted if a proceeding is instituted; 2. proximity of the court’s trial date to the Board’s projected statutory deadline for a final written decision; 3. investment in the parallel proceeding by the court and the parties; 4. overlap between issues raised in the petition and in the parallel proceeding; 5. whether the petitioner and the defendant in the parallel proceeding are the same party; and 6. other circumstances that impact the Board’s exercise of discretion, including the merits. Fintiv, Paper 11 at 6. only the trial date but the overall investment in the case by both the parties and the court.” Request 5. We agree. In fact, the cases in NDCA are currently stayed pending an appeal of the Federal Circuit’s Decision. Ex. 3003. In weighing the Fintiv factors, we relied on the involvement of the ’554 patent in the WDTX cases as the basis for our weighing four of six factors and for our holistic assessment of the factors in favor of our exercising our discretion to deny institution. DDI 7–13. However, the WDTX cases no longer provide any basis for exercising our discretion to deny institution.” slip op. at 7

  • PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Decided for petitioner

    “3 In assessing whether to exercise such discretion, the Board weighs the following factors: 1. whether the court granted a stay or evidence exists that one may be granted if a proceeding is instituted; 2. proximity of the court’s trial date to the Board’s projected statutory deadline for a final written decision; 3. investment in the parallel proceeding by the court and the parties; 4. overlap between issues raised in the petition and in the parallel proceeding; 5. whether the petitioner and the defendant in the parallel proceeding are the same party; and 6. other circumstances that impact the Board’s exercise of discretion, including the merits. Fintiv, Paper 11 at 6. only the trial date but the overall investment in the case by both the parties and the court.” Request 5. We agree. In fact, the cases in NDCA are currently stayed pending an appeal of the Federal Circuit’s Decision. Ex. 3003. In weighing the Fintiv factors, we relied on the involvement of the ’554 patent in the WDTX cases as the basis for our weighing four of six factors and for our holistic assessment of the factors in favor of our exercising our discretion to deny institution. DDI 7–13. However, the WDTX cases no longer provide any basis for exercising our discretion to deny institution.” slip op. at 7

  • Parallel petitionsDecided for petitioner

    “B. Multiple Petitions In its Preliminary Response, Patent Owner also argues “[t]he Board should exercise its discretion under § 314(a) to deny at least one of Petitioner’s two overlapping petitions. Petitioner concurrently filed two petitions against the ’554 patent: IPR2021-00204 (Petition 1) and IPR2021- 00205 (Petition 2).” Prelim. Resp. 17. Petitioner contends “Petition 2 challenges only claims with an admitted later priority date . . . [and n]one of the claims challenged in Petition 2 are addressed in Petition 1. The two petitions therefore differ materially both in substance and in the defenses Patent Owner may potentially raise, and were needed to comply with the word limits.” Paper 3, 3. Patent Owner argues this reason is moot because Patent Owner “has opted to not raise a priority dispute at the pre-institution stage.” Prelim Resp. 18–20. We determine that Patent Owner may raise a priority challenge post-institution so Petitioner’s reason for two petitions is still valid. Thus, we determine that denial of one of the two petitions is not appropriate in this case.” slip op. at 9

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “We are also guided by the principle that we need only construe claim terms if, and to the extent that, it is necessary for the purpose of the proceeding. See, e.g., Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘to the extent necessary to resolve the controversy.’”) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). The Petition states, “[n]o claim terms need to be construed by the Board at this time.” Pet. 6. Patent Owner “does not propose any claim constructions.” Prelim. Resp. 21. Petitioner does present an implied construction of “location information” which we discuss below, in Section III.E.1.d., in association with Petitioner’s contentions regarding that claim term. Nevertheless, in this Decision, we give the claim terms their ordinary and customary meanings.” slip op. at 12

  Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
  Patents in suitUS 8,874,554
• Apple Inc. v. Corephotonics, Ltd.Rehearing granted
  PTAB · Nov 4, 2021 · IPR2020-00487 · APJ Monica S Ullagaddi · IPR · Rehearing

  Claims 1–18 are unpatentable under §103: claims 1–4, 7, 10–13, and 16 over Golan and Martin; the remaining claims over combinations adding Ahiska, Levey, or Parulski.

  RulingsRehearing decision

  • RehearingRehearing, grantedGranted

    “We initially concluded that Petitioner failed to establish a reasonable likelihood of prevailing in demonstrating that the challenged claims are unpatentable. Paper 9 (“Decision Denying Institution” or “DDI”). Specifically, we concluded that Petitioner’s rationale for combining Golan and Martin was not sufficiently supported by a rational underpinning. Dec. 26 (citing KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 418 (2007)). Accordingly, we declined to institute trial on the challenged claims of the ’233 patent. Id. Petitioner filed a request for rehearing (Paper 10, “Rehearing Request” or “Reh’g Req.”) of our Decision Denying Institution. We granted that request and instituted trial (Paper 13, “Institution Decision” or “Inst. Dec.”) on all challenged claims on all grounds set forth in the Petition. Patent Owner filed a Response (Paper 16, “Patent Owner Response” or “PO. Resp.”).1 Petitioner filed a Reply (Paper 25, “Petitioner’s Reply” or “Pet.” slip op. at 2

  • Expert testimonyOther

    “Dr. Durand testifies that “a POSITA would have understood that Martin’s teachings of critical alignment for stable transition between images of different points of view apply to electronic camera systems providing continuous zoom video output [i]mages as taught in Golan, regardless of whether a three dimensional illusion is provided.” Ex. 1003 ¶ 59. Citing Ahiska (Ex. 1007), Border (Ex. 1009), Orimoto (Ex. 1014), and Hansen (Ex. 1019) to support his testimony, Durand further testifies that It was well known in the art that for seamless transition between two images of different points of views in continuous zoom video applications, when calibration between two cameras (e.g., the electronic calibration of Golan) is not sufficient alone (e.g., because of shocking, vibration, thermal variation, etc.), image registration of two images from two imaging sections for position matching (e.g., critical alignment of Martin) may be used. Id. ¶ 57 (citing Ex. 1007, 4:58–62, 10:2–5; Ex. 1014, 1:63–2:1; Ex. 1019, 1059; Ex. 1009 ¶¶ 41, 42). The portion of Hansen (Ex. 1019) cited by Dr. Durand addresses how extrinsic calibration errors occur and “a method to recalibrate extrinsic parameters online to correct drift or bias.” Ex. 1019, 1059 (emphasis omitted). Orimoto discloses how misalignment occurs, irrespective of “how exactly the dual lens camera has been conditioned and adjusted by the manufacturer.” Ex. 1014, 1:63–2:1. Border addresses image registration as an alternative to correspondence (i.e., calibration). Ex. 1009 ¶¶ 41, 42. And Ahiska disclose image registration or matching, when calibration is insufficient, to provide a seamless transition between master and slave cameras and “create the quality of a continuous zoom function.” Ex. 1007, 4:58–62, 10:2–5 (“[i]f calibration between the [wide-angle] master and slave cameras is insufficient alone, image registration or matching can be carried out,” “transition[ing] between the master view and the slave view as seamlessly as possible to create the quality of a continuous zoom function”). Petitioner’s third and fourth reasons for combining Golan and Martin are supported by Dr. Durand’s testimony quoted above, which is in turn supported by Ahiska and Border. The portions of Border cited by Dr. Durand address image registration as an alternative to correspondence (i.e., calibration). Ex. 1009 ¶¶ 41, 42. The portions of Ahiska cited by Dr. Durand address the additional step of image registration or matching, when calibration is insufficient, to provide a seamless transition between master and slave cameras and “create the quality of a continuous zoom function.” Ex. 1007, 4:58–62, 10:2–5. Thus, each of Border and Ahiska show a relation between electronic calibration and registration. As such, and for the foregoing reasons, we are persuaded that Petitioner’s rationale for combining Golan and Martin is supported by sufficient rational underpinning, based on the entirety of the record developed at trial. See KSR, 550 at 418.” slip op. at 21

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level of Ordinary Skill in the Art Petitioner contends [A] Person of Ordinary Skill in the Art (“POSITA”) at the time of the claimed invention would have a bachelor’s or the equivalent degree in electrical and/or computer engineering or a related field and 2–3 years of experience in imaging systems including optics and image processing. Pet. 5. Petitioner supports its contention with the testimony of Dr. Durand. Ex. 1003 ¶ 17. Patent Owner “adopts Petitioner’s definition of the level of ordinary skill. . . .” PO Resp. 7 (citing Pet. 3; Ex. 2015 ¶¶ 31–33). The level of ordinary skill in the art proposed by Petitioner is consistent with the ’233 patent and the asserted prior art. Where pertinent, we apply Petitioner’s definition in making the findings and conclusions rendered in this Decision.” slip op. at 9

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “understood ‘reduce an image jump effect seen in video output images’ to mean “reduce a discontinuous image change in video output images.’” Pet. 6 (citing Ex. 1003 ¶¶ 41–43). Petitioner asserts the Specification supports this proposed construction. Id. (citing Ex. 1001, 10:30–40). Patent Owner “adopts, for this IPR proceeding only, Petitioner’s proposed construction for the phrase ‘reduce an image jump effect seen in video output images’ and appl[ies] it in [its] analysis herein.” PO Resp. 8 (citing Ex. 2015 ¶¶ 34–36). We do not discern a dispute between the parties regarding this limitation and we need not expressly construe this limitation to resolve the controversy before us. See, e.g., Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 10

  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 9,661,233
• Metall Zug AG / Haag-Streit AG et al. v. Carl Zeiss Meditec AGSome claims unpatentable
  PTAB · Jun 17, 2021 · IPR2020-00300 · APJ Amber L Hagy · IPR · Final written decision

  Claims 1 and 21–26 were held unpatentable as obvious over Huber, Everett, and Lexer; claims 2, 27, 40, and 42 were not shown unpatentable. Substitute claims 44 and 45 were entered.

  RulingsFinal written decision

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed

    “(7) Claim 1 Conclusion After having analyzed the entirety of the trial record and assigning” slip op. at 31

  • PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, grantedGranted

    “For the above reasons, Petitioner has not met its burden to” slip op. at 72

  Patent outcomesUS 8,690,330 mixed
  § 103 obviousnesscites Phillips · KSR · Graham · Nautilus
  Patents in suitUS 8,690,330

Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.