- Tableau Software, LLC v. Icharts LLCAll claims unpatentablePTAB · May 7, 2026 · IPR2024-01387 · APJ Iftikhar Ahmed · IPR · Final written decision
Claims 1–16 are unpatentable under the instituted obviousness grounds, including Becerra, the QlikView Manuals, and combinations with other references.
RulingsFinal written decision- ExcludeMotion to exclude, grantedMotion to exclude, deniedGranted in part
“why it is trustworthy and how it archives dates by which the webpages were accessible, as this is an information resource on which librarians reasonably rely. See FED. R. EVID. 703. We agree with Petitioner that Dr. Hall-Ellis does have personal knowledge of the facts stated in the remaining testimony (e.g., what she actually downloaded from websites), and that FEDERAL RULE OF EVIDENCE 602 is inapplicable to her testimony offered as an expert. See Pet. Opp. 5–6 (citing Ex. 1030 ¶¶ 26, 29–32, 35, 37–39). We find her testimony to be relevant to the issues presented and specifically to whether the QlikView documents were publicly accessible. We also find no danger that the testimony would confuse the issues or mislead the Board or present unfair prejudice to Patent Owner. Accordingly, we deny Patent Owner’s Motion as to the remaining portion of Dr. Hall-Ellis’s declaration.” slip op. at 92
- Strike new argumentNew argument disregardedGranted
“FURTHER ORDERED that Petitioner’s Motion to Strike portions of Patent Owner’s Reply on its Motion to Exclude (Paper 32) is granted; and” slip op. at 102
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“1. Motivation to Combine Becerra and Couckuyt Petitioner argues that a person of ordinary skill in the art would have been motivated to combine the teachings of Becerra and Couckuyt because such a person would have recognized that Couckuyt discloses useful techniques of assigning data to Becerra’s charts, including assigning data to each axis. Pet. 34 (citing Ex. 1005 ¶¶ 19, 52, Fig. 5; Ex. 1003 ¶ 224). Petitioner contends that Couckuyt discloses associating data from a “spreadsheet document” with a chart, such as a “bar graph.” Id. at 35 (citing Ex. 1006, 6:1–37; Figs. 3a, 3c). below. Petitioner’s annotations to Figure 4 identify “Drop Zones” in red and “Data Fields” in Blue. Id. at 36. Petitioner contends Couckuyt discloses a “drag-and-drop user interface (DDUI) . . . associated with a data source, such as the two-dimensional data source 300,” and Figure 4 illustrates the DDUI permitting “value data fields and the characteristic data fields . . . to be dragged and dropped into drop zones.” Id. at 35–36 (citing Ex. 1006, 7:10–13). Petitioner contends that a “primary benefit of the charting DDUI is that the user can quickly change the data that is being presented in the chart,” and using Couckuyt’s techniques, a user can “quickly change the data” and see the desired effects. Id. at 36 (citing Ex. 1006, 1:18–19; Ex. 1003 ¶ 228). Petitioner contends that when Becerra’s control panel includes multiple charts, Couckuyt’s techniques would allow dragging-anddropping data from a data source to multiple charts, and would simplify the process of assigning data to multiple control panel components. Id. at 36–37 skill in the art would have also had a reasonable expectation of success combining Becerra with Couckuyt because the combination would amount to nothing more than incorporating Couckuyt’s well-known drag-and-drop techniques into Becerra’s system. Id. at 37 (citing Ex. 1003 ¶¶ 229–231). Patent Owner responds that Couckuyt focuses on selecting a data icon that corresponds to dragging and dropping data fields, not dragging and dropping data, while Becerra teaches that selecting various data ranges from the spreadsheet is desirable. PO Resp. 36–37 (citing Ex. 1004 7:48–52; Ex. 2001 ¶ 146). According to Patent Owner, a person of ordinary skill in the art would not have been motivated to merely select data fields that do not limit the selected data in any way. Id. Patent Owner further argues Becerra’s method of binding components to a spreadsheet range and extracting formulas from a spreadsheet teaches away from the multiple chart generation scheme of Couckuyt that uses drag and dropping of data fields. Id. at 37. According to Patent Owner, Couckuyt is directed to the need for a charting DDUI that can generate multiple charts at the same time and such a need does not exist in Becerra which in turn is focused on creating a control panel that is an interactive graphics simulation. Id. (citing Ex. 1004, 1:66–67, 2:5–8; Ex. 1005 ¶ 11; Ex. 2001 ¶ 148). Based on our review of the complete record, we determine that” slip op. at 31
- Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication establishedDecided for petitioner
“2. Whether QlikView Manuals Qualify as Prior Art Petitioner argues that “the QlikView Manuals describe a well-known system and are printed publications available to the public at least by July 8, 2008.” Pet. 7–9. Petitioner offers ample evidence to demonstrate the QlikView Manuals were publicly accessible by July 8, 2008. See id. (citing Ex. 1008; Ex. 1009; Ex. 1014–1023; Ex. 1003 ¶ 129–140; Ex. 1030;11 Ex. 1068 ¶¶ 4–7; Ex. 1032; Ex. 1033). Petitioner contends in 2008, QlikView was a well-known software product sold by QlikTech International AB (“QlikTech”). Id. at 8 (citing Ex. 1003 ¶ 129; Ex. 1030 ¶ 23; Ex. 1068 ¶¶ 4–7). Petitioner asserts that QlikTech announced that QlikView version 8.50 was scheduled for release on June 30, 2008, and QlikTech’s website added the “QlikView 8.50” hyperlink by July 8, 2008. Id. (citing Ex. 1003 ¶¶ 129–131; Ex. 1022, 1; Ex. 1068 ¶ 7). Petitioner contends that, as of July 8, 2008, a person of ordinary skill in the art would have understood that they could view the QlikView Manuals in the installation package. Id. (citing Exs. 1014–1017; Ex. 1003 ¶¶ 131–132; Ex. 1068 ¶ 7). Petitioner further contends that the QlikView Manuals were also available on QlikTech’s website as of this 11 As discussed below (see infra § IV.A), we grant Patent Owner’s Motion to Exclude as to certain portions of Exhibit 1030 and do not give them any weight. However, we deny Patent Owner’s Motion as to the remaining portions of Dr. Hall-Ellis’s testimony as well as Ms. Lofton’s testimony and various other exhibits proffered by Petitioner to show public accessibility of the QlikView manuals as of July 8, 2008. QlikView 8.50 was published on July 8, 2008. Id. at 8–9 (citing Exs. 1008, 1009, 1017, 1059, 1060; Ex. 1030 ¶¶ 29, 37). In its Patent Owner Response, Patent Owner does not contest that the QlikView Manuals were published and publicly available by July 8, 2008. PO Resp. 50 n.2 (noting only that Patent Owner intends to move to exclude evidence Petitioner relies on to establish the publication date for QlikView Manuals); Tr. 45:3–19. We are persuaded that Petitioner has shown by a preponderance of the evidence that the QlikView Manuals were publicly available as of July 8, 2008.12” slip op. at 50
Patent outcomesUS 8,271,892 unpatentable§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,271,892 - Deltran USA LLC v. The Noco CompanyAll claims unpatentablePTAB · Mar 13, 2026 · IPR2025-00885 · APJ Avelyn M Ross · IPR · Final written decision
Claims 1–11 are unpatentable under Richardson-based obviousness grounds; the Yu and Paparrizos grounds do not establish unpatentability.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art, “[a]s of the claimed priority date of July 3, 2014, . . . would have been a person with a bachelor’s degree in electrical engineering or its equivalent and two years of experience in the field of electrical engineering including some experience in design of battery charging systems.” Pet. 21 (citing Ex. 1003 ¶¶ 19–30). Patent Owner “does not propose a different level of skill in the art[.]” PO Resp. 16. In light of the record before us, we adopt Petitioner’s proposal regarding the level of ordinary skill in the art, because it is supported by the testimony of C. Arthur MacCarley and not disputed by Patent Owner.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“As neither party proposes an express construction for our consideration and because we determine that claim construction is not necessary, we do not expressly construe any claim terms. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (holding that “only those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy”); see also Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Matal, 868 F.3d 1013, 1017 (Fed. Cir. 2017) (citing Vivid Techs. in the context of an inter partes review).” slip op. at 11
- PTAB / AIA Trials › §315(e) estoppelNot reached
“arguments relating to whether the prior findings are “necessary to the determination” or whether estoppel applies to arguments relating to Richardson being inoperative. See Pet. Reply 27. Nor does Petitioner respond to our inquiry about whether collateral estoppel maybe applied on a limitation by limitation basis. See Pet. Reply 27. At the hearing, however, Petitioner confirmed that resolution of the issue is not necessary to our final determination. JUDGE ROSS: Do we even need to decide the collateral estoppel issue? I mean, it seems to me that if your petition clearly made out your case for the combination of Richardson and Zhao, then we don't even need to reach that. MR. CHANDRA: That’s exactly right, Your Honor. That is our position, as well. We believe collateral estoppel applies, but you don't need to decide that issue in order to find these claims unpatentable. As I mentioned before, these are the same references. We have fairly sought out all of the portions of Richardson, we cited to specific portions. Not just relying on collateral estoppel, but the teachings of the reference itself. So, while this is an issue, we believe that collateral estoppel should apply. It does not have to apply in order to find the challenged claims unpatentable. Tr. 19:9–20. We are persuaded, as discussed in Section II.G., that Petitioner has shown where Richardson in combination with Zhao meets each limitation of the claims of the ’203 patent. Accordingly, we need not address whether Petitioner has demonstrated sufficiently that collateral estoppel applies here.” slip op. at 14
- Strike new argumentNew argument consideredOther
“Our Practice Guide states, that “[o]nce a trial is instituted, the Board may decline to consider arguments set forth in a preliminary response unless they are raised in the patent owner response.” Consolidated Trial Practice Guide (“Practice Guide”), 52 (Nov. 2019) (citing In re Nuvasive, Inc., 842 F.3d 1376, 1381 (Fed. Cir. 2016) (explaining that a patent owner waives an issue presented in its preliminary response if it fails to renew the issue in its response after trial is instituted)).12 In addition, in our Scheduling Order, we stated that “Patent Owner is cautioned that any arguments not raised in the response may be deemed waived.” Paper 9 at 10; see also Practice Guide, 94 (same). Patent Owner confirmed at the Oral Hearing its understanding that arguments raised in its Preliminary Response and not reasserted in its Patent Owner Response were not appropriate for consideration during trial. Tr. 4:10–6:17. Petitioner does not identify any particular argument raised in the Patent Owner Preliminary Response that is not present in the Patent Owner Response. But, in this Final Written Decision, we do not consider arguments made in the Patent Owner Preliminary Response and instead assess only those fairly presented in the Patent Owner Response.” slip op. at 15
Patent outcomesUS 11,667,203 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,667,203 - Samsung Display Co., Ltd. v. Pictiva Displays International Ltd.All claims unpatentablePTAB · Jan 22, 2026 · IPR2024-01093 · APJ Grace Karaffa Obermann · IPR · Final written decision
Claims 1–16 are unpatentable: claims 1–13 and 15–16 on anticipation and obviousness grounds, and claim 14 on obviousness over Choulis.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“A person of ordinary skill in the art (“POSITA”) at the time of the alleged invention of the ’164 patent would have had a Bachelor’s degree in chemistry, physics, or a comparable field of study, and at least three years of research or industrial experience with organic optoelectronic light-emitting devices. An individual with additional education could have less research or industrial experience and vice versa. Pet. 12. Patent Owner repeatedly refers to “a POSITA” without addressing the definition of that term or contesting Petitioner’s proposed definition. See Resp. 1, 2 n.1, 3, 8, 9, 15–21, 23, 26, 29, 32–33, 35, 37, 38, 40, 41, 44–49, 51–57, 61, 62 (bare references to “a POSITA”). Neither party indicates that the ultimate result on patentability would change depending on the definition selected. We adopt Petitioner’s proposed definition, which is not contested, because it is consistent with the disclosures of the asserted prior art. See Ex. 1004, (code 57); Ex. 1006, code (57); Ex. 1008, code (57); Ex. 1009, code (57) (abstracts of the references asserted in the patentability challenges).” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Specification disavowal / 'present invention' languageDisclaimer not foundTerm construed board ownDecided for petitioner
“because no information raised during the trial phase of this review changes the calculus: First and foremost, the plain terms of claim 1 include no language from which we reasonably can impose limits on the phrase “matrix material” as urged by Patent Owner. In addition, the specification includes no special definition of that phrase that supports importing Patent Owner’s proposed narrowing limitation into the claim. Furthermore, we are directed to no disclaimer of claim scope during patent prosecution that would support Patent Owner’s twice-rejected argument that the phrase “matrix material” in claim 1 excludes embedded dopants and dispersed agglomerations. And the extrinsic evidence advanced by Patent Owner during this review is ineffective to override the clear interpretation of “matrix material” that is established by the intrinsic evidence. Reply 1–7.10” slip op. at 8
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“We find that Petitioner establishes by a preponderance of the evidence that Choulis anticipates claim 13. We agree with Petitioner, in that regard, that Choulis explicitly teaches “using spin-coating as a method for depositing materials, which involves a simultaneous application process” as required by claim 13. Reply 16 (citing Pet. 40–41; Ex. 1044 ¶ 45).16 We 15 Petitioner raises Djobo as a background reference supporting that Choulis anticipates deposition of PVK by evaporation. Pet. 41. Patent Owner counters that Djobo, to the contrary, shows that Choulis does not teach deposition of PVK by evaporation. Resp. 48. In other words, both parties cite Djobo in connection with the ground based on anticipation by Choulis. Against that backdrop, we determine that Patent Owner waives any argument that Petitioner improperly cites Djobo as a background reference in support of the anticipation challenge, which is based on Choulis alone. Resp. 48 (nowhere asserting that the challenge is deficient on that basis). That waiver arises because no argument, in that regard, is raised in Patent Owner’s Response see Inst. Dec. 34 (“The Board shall deemed waived any issue not raised by Patent Owner in a timely response to the Petition . . . .”). 16 Patent Owner’s statement that “spin coating tends to cause phase separation” is not developed adequately on this record and, therefore, is further agree with Petitioner that Patent Owner “has not contested this point.” Resp. 48. “Therefore, there is no genuine dispute regarding the unpatentability of claim 13,” although Patent Owner raises “arguments concerning evaporation, which is a distinct process from spin-coating” relevant to the additional limitations of claim 14. Reply 16. We determine that Petitioner establishes by a preponderance of the evidence that Choulis anticipates claim 13. Patent Owner, however, has the better position on whether Choulis anticipates claim 14, which “includes the requirement of applying matrix materials via evaporation coating.” Reply 16. Petitioner seems to abandon that challenge in the Reply by raising arguments that appear, on this record, to bear exclusively on whether the subject matter of claim 14 would have been obvious over Choulis.17 Id. at 16–17. Those arguments are insufficient to counter Patent Owner’s reasons why Choulis does not anticipate the “evaporation coating” limitation of claim 14. Compare id., with Resp. 48. On this record, therefore, we determine that Petitioner does not establish by a preponderance of the evidence that Choulis anticipates claim 14. unpersuasive to persuade us “that Choulis does not have three matrix materials.” Sur-reply 15. That argument runs counter to Choulis’s explicit, intrinsic disclosures, which illustrate (Ex. 1004, Fig. 4) and describe (id. ¶ 30) an organic light emitting layer composed of three matrix materials. See Pet. 24–25 (citing Ex. 1004, Fig. 4, ¶ 30); see also Ex. 1003 ¶¶ 85–88 (persuasive declaration testimony of Dr. Holmes, cited at Pet. 24–25). 17 There is some confusion on this point, given that both parties sometimes collapse, into a single argument, whether Choulis anticipates or renders obvious claim 1. Compare Resp. 48, with Reply 16–17.” slip op. at 35
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable
“On this record, therefore, we determine that Choulis, at minimum, suggests that a person of ordinary skill in the art at the time of the invention would have recognized PMMA as a suitable alternative to PVK in Choulis’s Figure 4 embodiment, notwithstanding any differences raised by Patent Owner. Ex. 1004 ¶ 44. Patent Owner’s argument that no disclosure in Choulis suggests that an ordinarily skilled artisan “would have found it desirable to use PMMA in place of PVK in Choulis’s devices” misses the mark, where Choulis includes both PMMA and PVK in lists of materials suitable for use as host or matrix materials. Resp. 38; Ex. 1004 ¶ 44. “Our caselaw is clear. It’s not necessary to show that a combination is ‘the best option, only that it is a suitable option.’” Intel Corp. v. Qualcomm Inc., 21 F.4th 784, 800 (Fed. Cir. 2021). Even if Choulis does not expressly disclose substituting PMMA for PVK in the Figure 4 embodiment, “an ordinarily skilled artisan would have found it obvious to make that substitution.” Reply 10 (citing Pet. 31 (citing Ex. 1003 ¶ 100; Ex. 1044 ¶ 23)). The suggestion for that substitution is set forth unambiguously in Choulis’s listing of both “PVK” and “PMMA” as materials suitable for use as a first “host” material in Choulis’s organic functional layer; that is, “the light emitting layer” that is “described above” in Figure 4. Ex. 1004 ¶ 44. ii. Alternative Reasoning for Replacing PVK with PMMA Patent Owner counterargues that using PPMA in place of PVK would have been understood to “upset the hole and electron balance,” as well as “affect hole-charge recombination,” and “degrade the performance of the resulting OLED system.” Resp. 37. Petitioner responds with evidence that “it would have been a routine task for” an ordinarily skilled artisan “to optimize the composition of each component within the light-emitting layer to achieve the desired charge balance.” Reply 11 (citing Ex. 1004 ¶ 24). Petitioner’s response brings to light a second reason why an ordinarily” slip op. at 40
Patent outcomesUS 8,723,164 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,723,164 - Toyota Motor Corp. v. Emerging Automotive LLCSome claims unpatentablePTAB · Oct 21, 2025 · IPR2024-00786 · APJ Frances L Ippolito · IPR · Final written decision
Claims 10, 11, 13–16 were held unpatentable: claims 10, 11, 13, 15, and 16 as anticipated by Xiao, and claim 14 as obvious over Xiao and Singh.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“arguments, we agree with Patent Owner’s proposed construction that requires the server to conduct a compatibility check. We start with the express claim language. Claim 10 recites: determining, by the server, applicable settings for the selected vehicle, the applicable settings being settings that are preferred to be set as identified from the user profile and are compatible with settings that are settable in the selected vehicle. Ex. 1001, 33:10–14 (emphases added). The express claim language requires that the server determine applicable settings. Those applicable settings, determined by the server, must also be compatible with vehicle settings. As such, the plain and ordinary meaning of the claim language expressly requires that the server make a determination of applicable settings that are defined as being compatible with vehicle settings.” slip op. at 14
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art (“POSITA”) at the time of the invention of the ’268 patent “would have had at least a Bachelor’s degree in electrical engineering, computer science, or closely related field, with at least two-to-four-years-experience in cloud services for settings customization, or a Master’s degree in electrical engineering, computer science, or equivalent.” Pet. 12 (citing Ex. 1009 ¶ 82). Patent Owner does not address the level of ordinary skill in the art. See, generally PO Resp. For purposes of this Decision, we adopt Petitioner’s proposal because it is reasonable and consistent with the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 12
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable
“However, contrary to Dr. Almeroth’s testimony and Petitioner’s position, Xiao’s server already does not attempt to command vehicles to do things they cannot do. Xiao teaches that server 118 generates commands for command codes that exist and are settable in the vehicle. Ex. 1010 ¶¶ 102– 103. As such, if there is no corresponding automobile setting, then Xiao’s server would not list those command codes for retrieval and would not send a command based on that retrieved command code to control the automobile systems to achieve the operator’s desired settings because that command code is not in the database. Our understanding of Xiao is further supported by Dr. Almeroth’s testimony: By listing them in the table of automobile command code information 606, Xiao shows that there are particular settings compatible with particular automobiles and particular desired settings. Thus, Xiao demonstrates the necessarily present characteristic that certain settings (e.g., commands) are compatible with certain automobiles. Ex. 1009 ¶ 96 (emphases added). We note that Dr. Malek further explains “the nonsensical result achieved by the combination would be that Xiao’s server, at best, in response to the command request issued by the operator, could ‘look up’ a command code to apply a vehicle-specific setting to that automobile 112, only to find that there is ‘none.’” We agree with Dr. Malek that there is a “None” command code in Xiao’s database when Xiao’s database already stores settings that are known to be settable in a specific vehicle per the operator’s preferences. Ex. 2011 ¶ 135. Thus, based on the complete record, we determine that Petitioner has not demonstrated by a preponderance of the evidence that Xiao in combination with Hayashi render claim 10 obvious.” slip op. at 79
- BurdenNot shown unpatentable
“Anticipation is not an ipsissimis verbis test, but “[a] claim is anticipated only if each and every element as set forth in the claim is found, either expressly or inherently described, in a single prior art reference.” Verdegaal, 814 F.2d at 631. Petitioner and Dr. Almeroth both acknowledge that Xiao discloses operators on the same account. Pet. 40–41; Ex. 1009 ¶ 170. But Petitioner and Dr. Almeroth do not explain sufficiently how Xiao discloses these operators have sub-user accounts. Petitioner further contends Xiao discloses plurality of accounts. Pet. Reply 18–19 (citing Ex. 1024, 33:1–44:10, 45:22–46:2); Ex. 1010 ¶ 65. Again, Petitioner has not adequately explained how the plurality of accounts includes sub-user accounts because Xiao discloses generally that multiple operators of a vehicle are on the same, single account. Ex. 1010 ¶ 66.” slip op. at 65
Patent outcomesUS 9,171,268 mixedClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,171,268 - Google LLC v. Security First Innovations, LLCAll claims unpatentablePTAB · May 16, 2025 · IPR2024-00215 · APJ Jason M Repko · IPR · Final written decision
Claims 1–10 are unpatentable as obvious over Foster and Hayhurst; the Board did not reach the anticipation and obviousness grounds based on Orsini.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“had at least a bachelor’s degree in computer science, computer engineering, or a related field, with three years of experience in the area of securing data from unauthorized access or use.” Pet. 6 (citing Ex. 1003 ¶¶ 37–38). Petitioner also asserts that a “higher level of education may substitute for less experience.” Id. 2 Available at https://www.uspto.gov/TrialPracticeGuideConsolidated. Patent Owner submitted the Declaration of Dr. Rubin in support of its Response, and in that Declaration, Dr. Rubin accepted Petitioner’s definition. Ex. 2033 ¶¶ 20–21. For the reasons given, we apply the same level of ordinary skill in the art that we did in the Institution Decision. Inst. Dec. 4.” slip op. at 6
- Expert testimonyPetitioner expert creditedPatent owner expert discountedMixed
“See Section II.C.3.a.ii supra. Although Dr. Rubin calls Hayhurst’s security benefits “ancillary” (Ex. 2033 ¶¶ 108–109, quoted in PO Resp. 40), this does not align with Hayhurst (see Ex. 1007 ¶¶ 2, 7, 8, 21). For example, Hayhurst describes the security measures in the Technical Field section (id. ¶ 2) and the Summary of the Invention section (id. ¶¶ 7, 8). Hayhurst also discusses piracy deterrence in both the Summary of the Invention section (id. ¶ 8) and the invention’s detailed description (id. ¶ 21). Because Dr. Rubin does not give sufficient weight to Hayhurst’s discussion of piracy deterrence and security, we do not credit Dr. Rubin’s testimony on this issue. See Ex. 2033 ¶¶ 108–109. Thus, we agree with Petitioner that Hayhurst is reasonably pertinent to the network-security problem that the inventors were trying to solve. See Reply 5–6.” slip op. at 15
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction needed
“Neither party explicitly proposed constructions during trial, and we do not see the need for construing any terms in this Decision.” slip op. at 8
- Obviousness (§103) › Analogous artAnalogous artDecided for petitioner
“3. Claim 1 a. Analogous Art “To be considered within the prior art for purposes of the obviousness analysis, a reference must be analogous.” Circuit Check Inc. v. QXQ Inc., 795 F.3d 1331, 1335 (Fed. Cir. 2015) (citing Wang Lab. v. Toshiba Corp., 993 F.2d 858, 864 (Fed. Cir. 1993)). “Two separate tests define the scope of analogous prior art: (1) whether the art is from the same field of endeavor, regardless of the problem addressed and, (2) if the reference is not within the pertinent to the particular problem with which the inventor is involved.” Sanofi-Aventis Deutschland Gmbh v. Mylan Pharms. Inc., 66 F.4th 1373, 1377 (Fed. Cir. 2023) (quoting In re Bigio, 381 F.3d 1320, 1325 (Fed. Cir. 2004) (citations omitted)).” slip op. at 9
Patent outcomesUS 10,452,854 unpatentableClaim construction§ 103 obviousnesscites PhillipsPatents in suitUS 10,452,854 - PTAB · Feb 5, 2025 · IPR2024-00921 · APJ Scott B Howard · IPR · Institution
The Board instituted inter partes review of claims 1–3, 5–15, 17–21, and 39 on all asserted grounds, finding a reasonable likelihood of success on at least one challenged claim.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“We have authority, acting on the designation of the Director, to determine whether to institute an inter partes review under 35 U.S.C. § 314 (2024) and 37 C.F.R. § 42.4(a) (2024). Inter partes review may not be instituted unless “the information presented in the petition filed under section 311 and any response filed under section 313 shows that there is 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). “When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). For the reasons set forth below, upon considering the briefing and the evidence of record, we determine that the information presented in the Petition establishes a reasonable likelihood that Petitioner will prevail with respect to at least one of the challenged claims. Accordingly, we institute inter partes review on all of the challenged claims based on all of the grounds identified in the Petition.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner argues that a person having ordinary skill in the art “would have had a (1) bachelor’s degree in electrical engineering, computer engineering, computer science, or a comparable field of study, and (2) approximately two to three years of practical experience with video and/or image processing or coding.” Pet. 25–26 (citing Ex. 1003 ¶¶ 60–63). Petitioner further argues that “[a]dditonal experience can substitute for the level of education, and vice-versa.” Id. at 26 (citing Ex. 1003 ¶¶ 60–63). Petitioner also identifies knowledge that a person having ordinary skill in the art would have. Id. (citing Ex. 1003 ¶ 64). Patent Owner states that it “has applied Petitioner’s [person having ordinary skill in the art] for the sake of this Response.” Prelim. Resp. 21. Because Petitioner’s proposed level of ordinary skill in the art is consistent with the field of the invention of the ’991 patent and not disputed by Patent Owner, we adopt Petitioner’s formulation of the person having ordinary skill in the art.7” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed petitioner constructionDecided for petitioner
“1. Spatial Coding Petitioner argues that “spatial coding” means “coding in the spatial domain.” Pet. 28. According to Petitioner, the specification of the ’991 patent “describes spatial coding as the coding (e.g., quantizing and entropy coding) of pixel values in the spatial domain ‘without transform,’ but without limiting it to a particular algorithm or technique.” Id. (citing Ex. 1001, 5:6–23, Fig. 4). “Patent Owner does not contest Petitioner’s construction for the sake of this [Patent Owner Preliminary Response], but reserves the right to challenge this construction in the event of institution.” Prelim. Resp. 21. Accordingly, for purposes of this Decision, we adopt Petitioner’s undisputed construction.” slip op. at 11
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“3. “The Difference Signal” (Claims 13 and 14). Petitioner argues that claims 13 and 14 “contain a drafting error that recites ‘the difference signal,’ without antecedent basis.” Pet. 29. According to Petitioner, a person having ordinary skill in the art “would have understood ‘the difference signal’ in these claims to mean ‘a difference signal representing differences between sample values of a predicted block of data and values for an original input block’ as recited in limitation [1a] of claim 1.” Id. For purposes of its Preliminary Response, Patent Owner “agree[d] with Petitioner’s construction of ‘the difference signal’ in Claims 13 and 14.” Prelim. Resp. 24. Accordingly, for purposes of this Decision, we adopt Petitioner’s undisputed construction.” slip op. at 11
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,077,991 - Duration Media LLC v. Rich Media Club LLCNo claims unpatentablePTAB · 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 GrahamPatents in suitUS 11,443,329 - Meta Platforms, Inc. v. Jawbone Innovations, LLCInstitution deniedPTAB · Dec 28, 2023 · IPR2023-01130 · APJ Norman H Beamer · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–20 were obvious over the asserted combinations.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“We agree with Patent Owner that the record does not support Petitioner’s assertion that Brandstein teaches or suggests the independent claim requirement, “wherein the first virtual microphone and the second virtual microphone are distinct virtual directional microphones with substantially similar responses to noise.” Contrary to Petitioner’s interpretation of Brandstein Figure 5.2, that figure does not lead to an inference that the individual microphone responses have similar responses to noise. Prelim. Resp. 12–13. In effect, Petitioner is arguing that knowing that the sum of two numbers is equal to “2” necessarily means that each number is “1”, as opposed, for example, to one number being “2” and the other “0”. Moreover, as discussed above, Brandstein’s description of Figure 5.1 demonstrates that the virtual microphones of Brandstein do not have “substantially similar responses to noise.” Prelim. Resp. 9–11. Likewise, Figure 5. 3 of Brandstein also refutes Petitioner’s assertion the virtual microphone noise responses are substantially similar. Prelim. Resp. 13.8” slip op. at 24
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“We agree with Patent Owner that the record does not support Petitioner’s assertion that Brandstein teaches or suggests the independent claim requirement, “wherein the first virtual microphone and the second virtual microphone are distinct virtual directional microphones with substantially similar responses to noise.” Contrary to Petitioner’s interpretation of Brandstein Figure 5.2, that figure does not lead to an inference that the individual microphone responses have similar responses to noise. Prelim. Resp. 12–13. In effect, Petitioner is arguing that knowing that the sum of two numbers is equal to “2” necessarily means that each number is “1”, as opposed, for example, to one number being “2” and the other “0”. Moreover, as discussed above, Brandstein’s description of Figure 5.1 demonstrates that the virtual microphones of Brandstein do not have “substantially similar responses to noise.” Prelim. Resp. 9–11. Likewise, Figure 5. 3 of Brandstein also refutes Petitioner’s assertion the virtual microphone noise responses are substantially similar. Prelim. Resp. 13.8” slip op. at 24
- PTAB / AIA Trials › Joinder §315(c) / SAS all-or-nothingJoinder, grantedGranted
“On June 27, 2023, Petitioner also filed a Motion for Joinder to And Consolidation With Related Inter Partes Review IPR2023-00251, which Patent Owner opposed on July 27, 2023. Papers 2, 7. However, on August 8, 2023, that Proceeding was terminated due to settlement. IPR2023-00251, Paper 15. Accordingly, on September 8, 2023, Petitioner filed an Unopposed Motion To Withdraw Motion For Joinder. Paper 8. We grant that motion.” slip op. at 2
§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,122,357 - PTAB · Dec 21, 2023 · IPR2023-01127 · APJ Jason M Repko · IPR · Institution
The Board instituted IPR on claims 1–20 on all petitioned grounds, finding a reasonable likelihood that at least claim 11 would have been obvious over Ikeda and Puthuff.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“d. Remaining Limitations Apart from the arguments discussed above, Patent Owner does not present arguments specifically directed to the subject matter recited in the rest of the claim. Even so, Petitioner has the burden to show that the challenged claims are unpatentable. Thus, we have reviewed Petitioner’s arguments and evidence submitted in connection with the remaining limitations and find them to be sufficient at this stage and on this record. From the current record, Petitioner has established a reasonable likelihood that it will prevail in demonstrating that at least independent claim 11 would have been obvious over Ikeda and Puthuff. Because Petitioner has shown a reasonable likelihood of success in showing that claim 11 is unpatentable, we institute on all challenges and all claims challenged in the Petition. We have reviewed the rest of the Petition, and the remainder of this Decision provides guidance to the parties.” slip op. at 22
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away not foundDecided for petitioner
“Yet Ikeda notes that it is difficult to command the adaptive filter’s learning “depending on the situation in which the noise canceler is located.” See Ex. 1003, 3:40–54 (emphasis added). We emphasize “depending on the situation” here because it indicates that Ikeda does not necessarily criticize all outside sensors, in all situations. See id. Rather, Ikeda’s discussion of outside sensors refers to the sensors that were discussed in the background of the invention and under the specific conditions described in that section. See id. at 1:4–3:54, quoted in Prelim. Resp. 4. For example, in the part quoted by Patent Owner that allegedly teaches away, Ikeda explains that with conventional sensors “a sufficient noise canceling ability and a sufficient distortion correction characteristic are not achievable unless adequate learning sections are indicated to each adaptive filter for the learning purpose.” Id. That is, Ikeda identifies a particular type of sensor: “conventional noise cancelers.” See id. Also, Ikeda’s “Background of the Invention” Section provides specific discussion of a conventional noise canceler, which is shown in Figure 5, reproduced below. See id. at 1:43. In Figure 5, the conventional noise canceler has a main signal microphone 1, a reference signal microphone 2, an adaptive filter 3, a subtracter 4, and an output terminal. Id. at 1:42–46. The conventional noise canceler updates the adaptive filter’s coefficient and learns the acoustic characteristic of noise in sections where the noise signal N(z) is present and the desired signal component S(z) is absent or negligibly small. Id. at 3:32–36. Ikeda teaches using this conventional sensor to detect the absence of a desired signal component. Id. at 3:32–45. In the context of discussing this sensor, Ikeda explains that “it is, in many cases, difficult to command the adaptive filters to perform learning from the outside in accordance with the level of the desired signal and that of the noise signal, depending on the situation in which the noise canceler is located.” Id. at 3:46–50. At this stage and on this record, we preliminarily determine that the cited part of Ikeda refers to the limitations of this conventional sensor—not all outside sensors, generally. according to Petitioner, Ikeda teaches multiple alternative options for detecting the absence of a desired signal component. See Pet. 21–22. For instance, Ikeda proposes using a signal-to-noise power ratio estimator. Id. (citing Ex. 1003, 4:49–56, Fig. 1; Ex. 1002 ¶ 70). Ikeda explains that, with the estimator, the noise canceler “insures rapid convergence and allows a minimum of signal distortion to occur without resorting to a command customarily input from the outside for commanding the learning operation of filters.” Ex. 1003, 9:14–18, cited in Prelim. Resp. 11. At this stage and on this record, we preliminarily determine that Ikeda at most describes an alternative that is desirable in some situations but does not criticize, discredit, or otherwise discourage modifying it to arrive at the claimed invention in a way that would indicate that Ikeda teaches away from the claimed solution. See In re Fulton, 391 F.3d 1195, 1200–01 (Fed. Cir. 2004).” slip op. at 10
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“specific approach that uses conventional noise cancelers, Petitioner describes the benefits of the multiple options for detecting voicing activity in different situations. For example, Petitioner asserts that “Ikeda discloses the need for accurately determining periods when a desired signal (e.g., voicing activity) is present and periods when a desired signal is absent for an adaptive noise canceler to function optimally.” Pet. 32–33 (citing Ex. 1003, 3:32–54; Ex. 1002 ¶ 91). According to Petitioner, a person of ordinary skill in the art would have looked to other VAD methods, including Puthuff’s. Id. at 33–34. Petitioner argues that Puthuff would have improved voice-activity detection in noisy environments, in particular. Id. (citing Ex. 1004, 3:19–24, 6:6–10). Ex. 1002 ¶¶ 91–93, cited in Pet. 33–34. On this record, Petitioner’s assertions are adequately supported. Pet. 32–34. The cited part of Puthuff, for instance, explains that its system improves “immunity to false triggering due to noisy environments.” Ex. 1004, 3:19–24, 6:6–10. We credit the testimony of Dr. Richard Stern, which is consistent with this teaching. Ex. 1002 ¶ 91. At this stage, the Petition sufficiently explains how Ikeda’s and Puthuff’s systems are similar and how both are concerned with solving the same problem. See Pet. 32–36.” slip op. at 12
- PTAB / AIA Trials › Joinder §315(c) / SAS all-or-nothingJoinder, grantedGranted
“A. Motion for Joinder Meta Platforms, Inc. filed a Motion for Joinder (Paper 2), requesting joinder as a petitioner in IPR2023-00253. Patent Owner filed an Opposition to the Motion for Joinder. Paper 7. On August 10, 2023, the Board terminated IPR2023-00253 (Paper 14). After that termination, Meta Platforms, Inc. filed a Motion to Withdraw its Motion for Joinder. Paper 8. Because IPR2023-00253 has been terminated, we grant the Motion to Withdraw the Motion for Joinder.” slip op. at 2
§ 103 obviousnesscites KSRPatents in suitUS 8,019,091 - Snap Inc. v. You Map Inc.All claims unpatentablePTAB · Aug 31, 2023 · IPR2022-00568 · APJ Jason M Repko · IPR · Final written decision
Claims 1–20 are unpatentable as obvious over Feldman and Jackson, or Feldman, Jackson, and Rush; the contingent motion to amend is granted.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“had a bachelor’s degree in electrical engineering, computer science, or a related field, plus two years’ work or research experience with location-based content delivery and/or visualization.” Pet. 5 (citing Ex. 1003 ¶¶ 19– experience and vice versa.” Id. Patent Owner does not contest Petitioner’s proposed level of ordinary skill in the art. See PO Resp.; Sur-reply. Patent Owner’s expert, Dr. Shamos, testifies that he “generally agree[s]” with Petitioner’s proposed articulation, and provides substantially the same expression of the level of ordinary skill in the art. Shamos Decl. ¶¶ 30–31. In this Decision, we apply Petitioner’s proposed definition.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“Although Patent Owner appears to argue that applying the preference factors to a general score does not encompass weighting the general score’s components (see, e.g., id. at 10–12; Sur-reply 13–16), this is not reflected in Patent Owner’s proposed construction (PO Resp. 12). Patent Owner’s construction provides no limitation on how the preference factors are applied to a general score. See id. To the extent Patent Owner argues that the phrase “applied to,” as recited in the claim, excludes such component-based weighting, we disagree. Rather, the record better aligns with Petitioner’s argument that “applied to” involves a linear combination of values, which could be the values of the general score’s components. See Pet. 30–31. Petitioner’s position is supported by the plain language of the claim, the ’727 patent’s discussion of weighted aggregation, and Mr. William’s testimony—all of which indicate that weighting the component scores is encompassed by claim 1. As for the plain language, the claim does not define how the factors are “applied to” the general score. Rather, the claim only recites that they are. In the context of the claim, the preference factors are applied to the general score. Patent Owner does not dispute this. PO Resp. 12. Claim 1 further recites that the customized score is based on the application of the preference factors to the general score. Ex. 1001, 23:14–27. We note that the generate the combined ranking, which is then used for the recited selection. Beyond that, the claim does not specify how the two rankings are used or how the combined ranking must be generated. Thus, under the claim’s plain language, the customized score can be used to rank the posts and is based on the general score. Id.” slip op. at 11
- Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner
“adequately supported. We find that Mr. William’s declaration is adequately supported. This is not case where an expert “does not disclose the underlying facts or data on which the opinion is based.” See 37 C.F.R. § 42.65(a). Rather, Mr. Williams adequately supports his testimony about the second preference factor with reasoning based on Jackson’s teachings about how the social-network distance is used to weight the global score. See, e.g., Williams Decl. ¶ 133 (citing Ex. 1006, Fig. 4A, 16:23–25, 58–60). weighting criteria can be used together. Id. ¶¶ 147–149 (citing Ex. 1006, 3:57–44:22, 5:53–58, 9:54–67, 13:17–22, 17:47–67). Mr. Williams’s analysis relies on Jackson’s discussion of using multiple factors to score a post. Ex. 1006, 17:47–55, cited in Williams Decl. ¶ 147; see also Pet. 42–43; Reply 9. Mr. Williams also cites Jackson’s discussion of how social-network distance and geographic distance can be used together. Williams Decl. ¶ 147 (citing Ex. 1006, 3:57–4:22). We agree with Petitioner that Jackson adequately supports this part of Mr. Williams’s analysis. Reply 7–9. Specifically, Jackson discloses that a determination may use social-network distance to “modify the criteria” that it uses to provide posts to users. Ex. 1006, 3:66–4:1, cited in Williams Decl. ¶ 147. Jackson further explains how geographic distance can be used in addition to other criteria: “Transmitting the post to the second computing device may be dependent upon determining that the criteria is met and determining that the posting location is within the threshold distance.” Id. at 4:19–22 (emphasis added), cited in Williams Decl. ¶ 147. This is consistent with Jackson’s teaching that a post may be recommended based on several factors and for several reasons. Id. at 17:47–67, cited in Williams Decl. ¶ 147. Also, Jackson explains how the global score, which Petitioner mapped to the recited “general score,” is used to generate a post’s score: “[A] particular post’s global score . . . is multiplied by, divided by, or summed with a distance between” a user and the post’s author. Id. at 9:54–67, cited in Williams Decl. ¶ 148. Jackson weights a post’s global score against a position of the posts author in a social graph. Id. at 9:25–53. Mr. Williams testifies that it is obvious and conventional to generate the modified scores embodiment. Williams Decl. ¶ 144. This is supported by Jackson. In another example cited by Petitioner, Jackson multiplies a post’s global score by a geographic distance to generate a personal score. Id. at 21:60–22:5, cited in Pet. 37, 39, 43. Thus, Petitioner has shown Jackson teaches or suggests applying two different sets of preference factors to a post’s global score. Pet. 41 (citing Williams Decl. ¶ 144). We disagree with Patent Owner’s argument that neither Petitioner nor” slip op. at 31
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable
“We agree with Petitioner that Jackson adequately supports this part of Mr. Williams’s analysis. Reply 7–9. Specifically, Jackson discloses that a determination may use social-network distance to “modify the criteria” that it uses to provide posts to users. Ex. 1006, 3:66–4:1, cited in Williams Decl. ¶ 147. Jackson further explains how geographic distance can be used in addition to other criteria: “Transmitting the post to the second computing device may be dependent upon determining that the criteria is met and determining that the posting location is within the threshold distance.” Id. at 4:19–22 (emphasis added), cited in Williams Decl. ¶ 147. This is consistent with Jackson’s teaching that a post may be recommended based on several factors and for several reasons. Id. at 17:47–67, cited in Williams Decl. ¶ 147. Also, Jackson explains how the global score, which Petitioner mapped to the recited “general score,” is used to generate a post’s score: “[A] particular post’s global score . . . is multiplied by, divided by, or summed with a distance between” a user and the post’s author. Id. at 9:54–67, cited in Williams Decl. ¶ 148. Jackson weights a post’s global score against a position of the posts author in a social graph. Id. at 9:25–53. Mr. Williams testifies that it is obvious and conventional to generate the modified scores embodiment. Williams Decl. ¶ 144. This is supported by Jackson. In another example cited by Petitioner, Jackson multiplies a post’s global score by a geographic distance to generate a personal score. Id. at 21:60–22:5, cited in Pet. 37, 39, 43. Thus, Petitioner has shown Jackson teaches or suggests applying two different sets of preference factors to a post’s global score. Pet. 41 (citing Williams Decl. ¶ 144).” slip op. at 32
Patent outcomesUS 10,616,727 unpatentableClaim construction§ 103 obviousnesscites Phillips · KSRPatents in suitUS 10,616,727
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.