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2019? 6? 19? ????? ???, ?????? ???? ??? ????? ????, ?? ???? ????? ???? ??? ???? ??? ?? ??? ???????. ???? ??? ?? ? ?????, ??? ???? ????? ???????. ??? ??? ??? ????? ???? ?? ??????, ? ????? ??? ???????. ?? : ??? ??? / 010-2922-8780 / lean@leanip.kr

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???? ??? ???? ? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
?? ?? F ? ??????? ?? ??? - ????? ???? ??????? - ????????? ?? (???? ?? ??) - ????????? ??? - ???????? ??? - ?????????? ??? - ??? ??(??? ??? ? ??? ??, ???? ??) - ????????, ??????????? ?? - ??????, ??? ?????? ?? - ???? ??? ? ???? ?? - 念 ??????? ?????? ???? - 念 ???? ????? - ??????? (MRI, CT, X-RAY, PET ?) - DMC???, ????? (GPU, ????, AI ?) ??? ??? / 010-2922-8780 / lean@leanip.kr
?? 3 1. ???? ?? ???? 2. ???? ?? ???? 3. ???? ?? ???? 4. ???? ???? - ?? ???? ???? 5. ????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ???? ??? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??/??? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??/??? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ????? ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? ?? ?? ?? ??????(Iplytics) ??, AI ?? ?? ? 1. ???????(1?8365?) 2. IBM(1?5046?) 3. ????(1?1243?) 4. ??(1?178?) 5. ??(9536?) 6. ???(7023?) 7. ???(6192?) 8. ??(5526?) 9. ??(4464?) 10.??(3996?) ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) NPE? ?? ?? : ?? ??? ?? ?? ??? ?? ??? ?? ???? ??? ??? ?? ????? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ?????? : ?? 54% (2016? ?? ?? ? ??) ??? ??? / 010-2922-8780 / lean@leanip.kr
1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?? ?? : ?? 10?(2009.1.1 ~ 2018.10.26) ?? ?? ??? ??? ???? ?? ??? ?? ?? ? : 117? ???? ??? ??? ??? ??? ? : 79? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?? ? ????(AA) : 12? ???? ??(AB) : 4? ???? ??(AC) : 26? ???? ??(AD) : 33? ?? ? ????(AE) : 4? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ?? : 104? ???? : 13? (2018.11 ??) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ??? ?????? 31% ???? ???? 24% ????? ?????? 12% ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?? ??(forum shopping) - ?????? ??? ??? ??? ??? ????? ??? ???? ? - ?? ??, NPE?? ?? ??? ????? ??? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?????(Venue) ?? (1) 28 U.S. Code ′ 1400 - Patents ... (b) Any civil action for patent infringement may be brought in the judicial district (i) where the defendant resides, or (ii) where the defendant has committed acts of infringement and has a regular and established place of business. ?? : ?? ???? 1990? ?? >> ??? ?? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?????(Venue) ?? (1) 28 U.S. Code ′ 1400 - Patents ... (b) Any civil action for patent infringement may be brought in the judicial district (i) where the defendant resides, or (ii) where the defendant has committed acts of infringement and has a regular and established place of business. TC Heartland ?????? ?? (2017) Resides >> ??? ??? ? (??? ??) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? TC Heartland ??? ?? ???? ???? ?? ?? - ????? ???? ???? ????? ??? ??? ?? ??? ?? ??, ???´ - ????? 1400?(b)? ? ?? ?? ?? - regular and established place of business ? ?? - ????? ?? ???? ??(????X) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?? : 91? ??? ?? : 72?(79.1%) ???? ?? : 3? ????? ?? : 9? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ???? ??? 1. ??? ??? ??? ??? - ???? ??? ??? ??? ????? ????? ??(Markman Hearing) ???? ???? ??? ?? 2. ????? ??? ?? - ????? ??? ??? ??? ???? ?? ??? ??? ???? ??? ?? 3. ????? ???? ??? ?? - ???? ?? ?? ??(101, 102, 103, 112) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? PTAB(Patent Trial and Appeal Board) - PTAB : AIA(America Invent Act) ?? ?? - ?? : ???? ????? ???? ???? ?? - PTAB Trial : ???? ???? ?? - PTAB? 2?? ?? - ??? ?? ???? ??(1??) - ??? ? ＾???? ???￣ ?? - ???? ??(2??) ??? ??? / 010-2922-8780 / lean@leanip.kr
2. ???? ?? ???? ??? : 40% (?? : 60%) ??? : 37.5% (?? : 64%) ?? : 4? ????(????) ???? ????, ???(2019) ??? 40% ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? <Markman Hearing> - ?????? ??(claim construction)? ???? ?? - ?????? ???? ?? ?? - ????? Markman v. Westview Instrument ??? ?? - ????? ????? ? ??? ?? ?? ??? ??? ??? ????, ?? ??? ??? ??? ?? ??? - ? ?? ?? ???? ????? ??? ??? - ?? ???? 1? ?? 18~42??, ???? $100~600? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? ??, ?? ?? ?? ????? 2,490? ?? ?? (2016.04.19 ??) - ?? ?? ???? 500??? ?? ?? - ?? ?? ?? ??? ?? 1,990? ?? ?? - 3?? ??? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? Case : 1:13-cv-00633-DEP US 7,177,798 Natural language interface using constrained intermediate dictionary of results Apple Siri ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? US 7,177,798 Natural language interface using constrained intermediate dictionary of results >> Apple ?? ??? 3?? ????(IPR)?? ?? ???? : Rensselaer Polytechnic Institute Apple ?? Amazon? ???? ? ?????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? US 7,177,798 1. A method for processing a natural language input provided by a user, the method comprising: providing a natural language query input by the user; performing, based on the input, without augmentation, a search of one or more language-based databases including at least one metadata database comprising at least one of a group of information types comprising: case information; keywords; information models; and database values; providing, through a user interface, a result of the search to the user; identifying, for the one or more language-based databases, a finite number of database objects; and determining a plurality of combinations of the finite number of database objects. ??????(??)? ?? ??? ???(????? ??) ?? ????? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? Natural language input input that is articulated in a human language in a way that a native speaker could understand and use sensibly ??? ?? ???? ???? ??? ? ?? ??? ?? ??? ??? ?? ??? ?? ??? ????(1) Language-based databases databases that include and store natural language information ?? ?? ?????? ?? ??? ???? ???? ?????? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? language-based database objects database objects in a language-based database ?? ?? ?? ???? ?? ?? ?? ??????? ?????? ?? ??? ?? ??? ????(2) keywords natural words and phrases that users use to refer to database objects and information model elements in natural articulation ??? ???? ????? ???? ?????? ?? ? ?? ?? ??? ????? ???? ??? ? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? at least one metadata database comprising at least one of a group of information types comprising: case information; keywords; and database values a metadata database comprising one or more groups of information types including at least one group containing all four of the information types: case information, keywords, information models, and database values. ??? ??, ??? ? ?? ???? ?? ???? ?? ?? ??? ??? ??? ????, ??? ??? ? ???? ?????? ??? ??, ???, ?? ?? ? ??? ??? ?? ???? ?? ?? 4?? ? ?? ???? ??? ??? ??? ?? ?? ?? ??? ?? ??? ??? ? ??? ????? ?????? ??? ?? ??? ????(3) ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? a metadata database comprising at least one of a group of information comprising case information, keywords, information models, and database values a metadata database comprising one or more groups of information types including at least one group containing all four of the information types: case information, keywords, information models, and database values. ??? ??, ???, ?? ? ? ? ?????? ?? ? ??? ?? ?? ??? ? ?? ??? ????, ?? ??? ?????? ??? ??, ???, ?? ?? ? ??? ??? ?? ???? ?? ?? 4?? ? ?? ???? ??? ??? ??? ?? ?? ?? ??? ?? ??? ??? ? ??? ????? ?????? ??? ?? ??? ????(4) ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? Natural language query input input query that is articulated in a human language in a way that a native speaker could understand and use sensibly ??? ?? ? ? ???? ???? ??? ? ?? ???? ?? ??? ??? ?? ?? ?? ??? ?? ??? ?? (1) based on the input, without augmentation based solely on the natural language input without augmentation ?????? ? ?, ??? ?? ?? ??????(??)?? ??? ???? ??? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? metadata database database including information about structuring, using, or interpreting data ????? ?????? ???? ???, ?? ?? ??? ?? ??? ??? ?????? ?? ??? ?? ??? ?? (2) case a prior use of the natural language processing method ??? ??? ????? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? case information information about prior instances of use of the natural language processing method ??? ?? ??? ?? ??? ?? ?? ??? ?? ?? ?? ??? ?? ??? ?? (3) information models webs of concepts for enterprise databases ?? ?? ?????? ?????? ??? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? database objects objects included within a database, including but not limited to data types, data instances, database, computational operators, data semantics, data structures, data instances or data values, and data operators ?????? ?? ??? ????, ??????, ?? ???, ??? ?? ??, ??? ??, ??? ???? ?? ??? ? ? ??? ???? ???? ? ? ???? ?? ??????? ??? ?? ?? ??? ?? ??? ?? (4) reference dictionary set of database entries or objects and their relations ???? ?? ?????? ??? ?? ??? ??? ? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? case information information about prior instances of use of the natural language processing method ??? ?? ??? ?? ??? ?? ?? ??? ?? ?? Case information ? ?? ?? (??) ????(RPI) : ??? ?? ??? ???? ?? ??? ?? ?? Apple : ???, ??, ??, ??, ??? ???? ?? ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? US 8,260,733 Neural network system and method for controlling information output based on user feedback ???? : Hyper Search LLC (NPE) - ?? ? ?? ??(AA) ?? - 3?? ??? ??? (2018? ?? / ???) - 4??? RCE, 9??? OA? ?? ??? - ???? ???? ??? ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
3. ???? ?? ???? US 8,260,733 1. A system, comprising: means for conveying a first set of links to respective network locations in response to navigation to a first network location by a device; means for receiving a selection of one or more links, of the set of links, during an epoch comprising a duration of a visit to the first network location; means for assessing selection results of a plurality of epochs received from a plurality of devices, including means for altering at least one weight value associated with a respective at least one node of a neural network based on the selection results; means for learning a probability, based on the at least one weight value, that navigation to the first network location is to be followed by selection of a first subset of the set of links; and means for conveying a second list of links comprising the first subset of the set of links in response to a subsequent navigation to the first network location. ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ???? ??? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ???? ??? ?? ?? ??? ???? ???? ???? ?? ???? ???? ??? ??? ＾????￣ ? ???? ?! ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ??? ?29??1? ?? ＾??? ??? ? ?? ??￣ - ??? ??/??/???? ??? ?? ?? (?, ????) ? ??? ??? ? ?? ??? ???? ?? - ??? ??? ??? ??, - ??? ?????? ????? ?? ??? ?? ??? ???? ???? - ??? ?? ? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ???? ????????, ???? ?? ???? ?10-1846370?, ?????? ??? ? ?? ???? ? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ???? ????, ???? 10-1977645?(2019.05.07), ???? ???? ?? ? ?????? ??? ???? ???? ???? ??? ???, ?? ??? ???? ???; ? ????, ?? ???? ???? ???? -?? ????? ?? ???? ??? ??? ?? ? ?? ???- ? ????, ?? ???? ????? ?? ???? ?? ??? ?1 ?? -?? ?1 ??? ??? ???? ???? ??? ????? ??? ????, ?? ??? ???? ??? ??? ?1 ??? ?? ?? ??? ???? ???? ? ??? ???? ?? ??? ?? ???- ? ???? ?? ???? ?? ?1 ??? ?? ?? ??? ????, ?? ???? ??? ?? ?? ???? ?? ??? ?? ???? ???? ??? ????, ?? ???? ???? ??? ??? ??, ?? ???? ????? ?? ???? ?? ??? ?2??? ???? ?? ???? ?2 ??? ?? ?? ??? ????, ?? ?1 ?? ? ?? ?2 ??? ??? ?? ??? ??? ?? ???? ??, ??. ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ?? ????? ???? - ?? ?? ?? - ???? ?? (????? ???? ??) - ??? ??? ????? ???? ???? ???? ?? ??? ? ???? ??? ? ??? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ????/????? ?? ?????? ??? - ??? ????? ????? ?? ?? - ???? ??? ??? ??? ?? ?? ?? (ex. ??API) - ????? ?? ???? ???? ???? ?? 嗤 - ????? ?? ?1 ????? ??? ?? - ??? ??? ??? ?? ?? - ???? ??? ?? ???? ?? - ???? ????? ?? ?? / ?? ?? - ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ? ??? ?? ? ??? ???? ??? ?? ? ???? ? ?? ??? ?? ??? ???? ?? ?? ?? ? ??1 ??2 ??3 ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ? ????(Double Patent) ?? ? ?? ????? ??? ??? ???? ?? ?? ? ???? ?? ????? ?? ?? ?? ? ??2 ??3??1 ?? ? ??4 ??? ??? / 010-2922-8780 / lean@leanip.kr
4. ?? ???? ???? ? ?? ? ???? ?? ? ???? ? ???? ??? ?? ?? ?? ? ?? ????? ?? ???? ?? ??1 PCT ??2 ??? ? ??1 ??2 ??? ??? / 010-2922-8780 / lean@leanip.kr
5. ????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
5. ????? ??? ???? ??? ????? ??? ? ???? (P????? ??? ??? ??????) - ????? ?? ??? ???? - ??? ?????? ?? ??? ???? - ??????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
5. ????? ??? ????? ?? ?? ???/??? ?? ? ?? ???? ????? ??? ??? ??? ?! -> ?? ??? ???? ?? -> ???, ??? ??! ????? ??? ??? ?????, ??????? ??? ??? ??? ? ???? ??? ?? ???? ?? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
5. ????? ??? ????? ( ? ?????) ?????? ??? ?? ???? ?? ??? ?? ??? ??? ? ??? ?? ? ?? ??? ??. ????? ??? ?????? ???? ?? ?? ex) ???? ???? ?????? ????? (CopyLeft) ??? ??? / 010-2922-8780 / lean@leanip.kr
5. ????? ??? ???? ??? ? 1. ?? ????? Ex) GPL 2.0 - ?? ???? ?? 2. ?? ????? Ex) LGPL 2.1 (Lesser GPL, ?? GPL) - ????? ??? ???? ?? X 3. ? ????? Ex) ??? 2.0 (TensorFlow) - ???? ?? X ??? ??? / 010-2922-8780 / lean@leanip.kr
5. ????? ??? ????? ? 1. ?? ????? Ex) GPL 2.0 - ???, ??? ???? ?? 2. ?? ????? Ex) LGPL 2.1 (Lesser GPL, ?? GPL) - ???, ??? ???? ?? 3. ? ????? Ex) ??? 2.0 - ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
5. ????? ??? ?????? - Facebook BSD(Berkley Software Distribution) ???? ?? ????? ?? ??? ???? ??/?? ??? ??? ?? ???? ?? ????? ??? ?????? ?? ?? ??? ?? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
??? ??? ????? ??? ??? / 010-2922-8780 / lean@leanip.kr

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???? ??? ???? ? ?? ???? ???? [??? ???]

  • 1. ???? ??? ???? ? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 2. ?? ?? F ? ??????? ?? ??? - ????? ???? ??????? - ????????? ?? (???? ?? ??) - ????????? ??? - ???????? ??? - ?????????? ??? - ??? ??(??? ??? ? ??? ??, ???? ??) - ????????, ??????????? ?? - ??????, ??? ?????? ?? - ???? ??? ? ???? ?? - 念 ??????? ?????? ???? - 念 ???? ????? - ??????? (MRI, CT, X-RAY, PET ?) - DMC???, ????? (GPU, ????, AI ?) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 3. ?? 3 1. ???? ?? ???? 2. ???? ?? ???? 3. ???? ?? ???? 4. ???? ???? - ?? ???? ???? 5. ????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 4. 1. ???? ?? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 5. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ???? ??? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 6. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??/??? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 7. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??/??? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 8. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ????? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 9. 1. ???? ?? ???? ?? ?? ?? ?? ??????(Iplytics) ??, AI ?? ?? ? 1. ???????(1?8365?) 2. IBM(1?5046?) 3. ????(1?1243?) 4. ??(1?178?) 5. ??(9536?) 6. ???(7023?) 7. ???(6192?) 8. ??(5526?) 9. ??(4464?) 10.??(3996?) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 10. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) NPE? ?? ?? : ?? ??? ?? ?? ??? ?? ??? ?? ???? ??? ??? ?? ????? ??? / 010-2922-8780 / lean@leanip.kr
  • 11. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 12. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ?????? : ?? 54% (2016? ?? ?? ? ??) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 13. 1. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 14. 2. ???? ?? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 15. 2. ???? ?? ???? ?? ?? : ?? 10?(2009.1.1 ~ 2018.10.26) ?? ?? ??? ??? ???? ?? ??? ?? ?? ? : 117? ???? ??? ??? ??? ??? ? : 79? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 16. 2. ???? ?? ???? ?? ? ????(AA) : 12? ???? ??(AB) : 4? ???? ??(AC) : 26? ???? ??(AD) : 33? ?? ? ????(AE) : 4? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 17. 2. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ?? : 104? ???? : 13? (2018.11 ??) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 18. 2. ???? ?? ???? ??? ?????? 31% ???? ???? 24% ????? ?????? 12% ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 19. 2. ???? ?? ???? ?? ??(forum shopping) - ?????? ??? ??? ??? ??? ????? ??? ???? ? - ?? ??, NPE?? ?? ??? ????? ??? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 20. 2. ???? ?? ???? ?????(Venue) ?? (1) 28 U.S. Code ′ 1400 - Patents ... (b) Any civil action for patent infringement may be brought in the judicial district (i) where the defendant resides, or (ii) where the defendant has committed acts of infringement and has a regular and established place of business. ?? : ?? ???? 1990? ?? >> ??? ?? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 21. 2. ???? ?? ???? ?????(Venue) ?? (1) 28 U.S. Code ′ 1400 - Patents ... (b) Any civil action for patent infringement may be brought in the judicial district (i) where the defendant resides, or (ii) where the defendant has committed acts of infringement and has a regular and established place of business. TC Heartland ?????? ?? (2017) Resides >> ??? ??? ? (??? ??) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 22. 2. ???? ?? ???? TC Heartland ??? ?? ???? ???? ?? ?? - ????? ???? ???? ????? ??? ??? ?? ??? ?? ??, ???´ - ????? 1400?(b)? ? ?? ?? ?? - regular and established place of business ? ?? - ????? ?? ???? ??(????X) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 23. 2. ???? ?? ???? ?? : 91? ??? ?? : 72?(79.1%) ???? ?? : 3? ????? ?? : 9? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 24. 2. ???? ?? ???? ?? : 4? ????(????) ???? ????, ???(2019) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 25. 2. ???? ?? ???? ???? ??? 1. ??? ??? ??? ??? - ???? ??? ??? ??? ????? ????? ??(Markman Hearing) ???? ???? ??? ?? 2. ????? ??? ?? - ????? ??? ??? ??? ???? ?? ??? ??? ???? ??? ?? 3. ????? ???? ??? ?? - ???? ?? ?? ??(101, 102, 103, 112) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 26. 2. ???? ?? ???? PTAB(Patent Trial and Appeal Board) - PTAB : AIA(America Invent Act) ?? ?? - ?? : ???? ????? ???? ???? ?? - PTAB Trial : ???? ???? ?? - PTAB? 2?? ?? - ??? ?? ???? ??(1??) - ??? ? ＾???? ???￣ ?? - ???? ??(2??) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 27. 2. ???? ?? ???? ??? : 40% (?? : 60%) ??? : 37.5% (?? : 64%) ?? : 4? ????(????) ???? ????, ???(2019) ??? 40% ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 28. 3. ???? ?? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 29. 3. ???? ?? ???? <Markman Hearing> - ?????? ??(claim construction)? ???? ?? - ?????? ???? ?? ?? - ????? Markman v. Westview Instrument ??? ?? - ????? ????? ? ??? ?? ?? ??? ??? ??? ????, ?? ??? ??? ??? ?? ??? - ? ?? ?? ???? ????? ??? ??? - ?? ???? 1? ?? 18~42??, ???? $100~600? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 30. 3. ???? ?? ???? ??, ?? ?? ?? ????? 2,490? ?? ?? (2016.04.19 ??) - ?? ?? ???? 500??? ?? ?? - ?? ?? ?? ??? ?? 1,990? ?? ?? - 3?? ??? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 31. 3. ???? ?? ???? Case : 1:13-cv-00633-DEP US 7,177,798 Natural language interface using constrained intermediate dictionary of results Apple Siri ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 32. 3. ???? ?? ???? US 7,177,798 Natural language interface using constrained intermediate dictionary of results >> Apple ?? ??? 3?? ????(IPR)?? ?? ???? : Rensselaer Polytechnic Institute Apple ?? Amazon? ???? ? ?????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 33. 3. ???? ?? ???? US 7,177,798 1. A method for processing a natural language input provided by a user, the method comprising: providing a natural language query input by the user; performing, based on the input, without augmentation, a search of one or more language-based databases including at least one metadata database comprising at least one of a group of information types comprising: case information; keywords; information models; and database values; providing, through a user interface, a result of the search to the user; identifying, for the one or more language-based databases, a finite number of database objects; and determining a plurality of combinations of the finite number of database objects. ??????(??)? ?? ??? ???(????? ??) ?? ????? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 34. 3. ???? ?? ???? Natural language input input that is articulated in a human language in a way that a native speaker could understand and use sensibly ??? ?? ???? ???? ??? ? ?? ??? ?? ??? ??? ?? ??? ?? ??? ????(1) Language-based databases databases that include and store natural language information ?? ?? ?????? ?? ??? ???? ???? ?????? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 35. 3. ???? ?? ???? language-based database objects database objects in a language-based database ?? ?? ?? ???? ?? ?? ?? ??????? ?????? ?? ??? ?? ??? ????(2) keywords natural words and phrases that users use to refer to database objects and information model elements in natural articulation ??? ???? ????? ???? ?????? ?? ? ?? ?? ??? ????? ???? ??? ? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 36. 3. ???? ?? ???? at least one metadata database comprising at least one of a group of information types comprising: case information; keywords; and database values a metadata database comprising one or more groups of information types including at least one group containing all four of the information types: case information, keywords, information models, and database values. ??? ??, ??? ? ?? ???? ?? ???? ?? ?? ??? ??? ??? ????, ??? ??? ? ???? ?????? ??? ??, ???, ?? ?? ? ??? ??? ?? ???? ?? ?? 4?? ? ?? ???? ??? ??? ??? ?? ?? ?? ??? ?? ??? ??? ? ??? ????? ?????? ??? ?? ??? ????(3) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 37. 3. ???? ?? ???? a metadata database comprising at least one of a group of information comprising case information, keywords, information models, and database values a metadata database comprising one or more groups of information types including at least one group containing all four of the information types: case information, keywords, information models, and database values. ??? ??, ???, ?? ? ? ? ?????? ?? ? ??? ?? ?? ??? ? ?? ??? ????, ?? ??? ?????? ??? ??, ???, ?? ?? ? ??? ??? ?? ???? ?? ?? 4?? ? ?? ???? ??? ??? ??? ?? ?? ?? ??? ?? ??? ??? ? ??? ????? ?????? ??? ?? ??? ????(4) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 38. 3. ???? ?? ???? Natural language query input input query that is articulated in a human language in a way that a native speaker could understand and use sensibly ??? ?? ? ? ???? ???? ??? ? ?? ???? ?? ??? ??? ?? ?? ?? ??? ?? ??? ?? (1) based on the input, without augmentation based solely on the natural language input without augmentation ?????? ? ?, ??? ?? ?? ??????(??)?? ??? ???? ??? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 39. 3. ???? ?? ???? metadata database database including information about structuring, using, or interpreting data ????? ?????? ???? ???, ?? ?? ??? ?? ??? ??? ?????? ?? ??? ?? ??? ?? (2) case a prior use of the natural language processing method ??? ??? ????? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 40. 3. ???? ?? ???? case information information about prior instances of use of the natural language processing method ??? ?? ??? ?? ??? ?? ?? ??? ?? ?? ?? ??? ?? ??? ?? (3) information models webs of concepts for enterprise databases ?? ?? ?????? ?????? ??? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 41. 3. ???? ?? ???? database objects objects included within a database, including but not limited to data types, data instances, database, computational operators, data semantics, data structures, data instances or data values, and data operators ?????? ?? ??? ????, ??????, ?? ???, ??? ?? ??, ??? ??, ??? ???? ?? ??? ? ? ??? ???? ???? ? ? ???? ?? ??????? ??? ?? ?? ??? ?? ??? ?? (4) reference dictionary set of database entries or objects and their relations ???? ?? ?????? ??? ?? ??? ??? ? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 42. 3. ???? ?? ???? case information information about prior instances of use of the natural language processing method ??? ?? ??? ?? ??? ?? ?? ??? ?? ?? Case information ? ?? ?? (??) ????(RPI) : ??? ?? ??? ???? ?? ??? ?? ?? Apple : ???, ??, ??, ??, ??? ???? ?? ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 43. 3. ???? ?? ???? US 8,260,733 Neural network system and method for controlling information output based on user feedback ???? : Hyper Search LLC (NPE) - ?? ? ?? ??(AA) ?? - 3?? ??? ??? (2018? ?? / ???) - 4??? RCE, 9??? OA? ?? ??? - ???? ???? ??? ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 44. 3. ???? ?? ???? US 8,260,733 1. A system, comprising: means for conveying a first set of links to respective network locations in response to navigation to a first network location by a device; means for receiving a selection of one or more links, of the set of links, during an epoch comprising a duration of a visit to the first network location; means for assessing selection results of a plurality of epochs received from a plurality of devices, including means for altering at least one weight value associated with a respective at least one node of a neural network based on the selection results; means for learning a probability, based on the at least one weight value, that navigation to the first network location is to be followed by selection of a first subset of the set of links; and means for conveying a second list of links comprising the first subset of the set of links in response to a subsequent navigation to the first network location. ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 45. 4. ?? ???? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 46. 4. ?? ???? ???? ???? ??? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 47. 4. ?? ???? ???? ???? ??? ?? ?? ??? ???? ???? ???? ?? ???? ???? ??? ??? ＾????￣ ? ???? ?! ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 48. 4. ?? ???? ???? ??? ?29??1? ?? ＾??? ??? ? ?? ??￣ - ??? ??/??/???? ??? ?? ?? (?, ????) ? ??? ??? ? ?? ??? ???? ?? - ??? ??? ??? ??, - ??? ?????? ????? ?? ??? ?? ??? ???? ???? - ??? ?? ? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 49. 4. ?? ???? ???? ???? ????????, ???? ?? ???? ?10-1846370?, ?????? ??? ? ?? ???? ? ???? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 50. 4. ?? ???? ???? ???? ????, ???? 10-1977645?(2019.05.07), ???? ???? ?? ? ?????? ??? ???? ???? ???? ??? ???, ?? ??? ???? ???; ? ????, ?? ???? ???? ???? -?? ????? ?? ???? ??? ??? ?? ? ?? ???- ? ????, ?? ???? ????? ?? ???? ?? ??? ?1 ?? -?? ?1 ??? ??? ???? ???? ??? ????? ??? ????, ?? ??? ???? ??? ??? ?1 ??? ?? ?? ??? ???? ???? ? ??? ???? ?? ??? ?? ???- ? ???? ?? ???? ?? ?1 ??? ?? ?? ??? ????, ?? ???? ??? ?? ?? ???? ?? ??? ?? ???? ???? ??? ????, ?? ???? ???? ??? ??? ??, ?? ???? ????? ?? ???? ?? ??? ?2??? ???? ?? ???? ?2 ??? ?? ?? ??? ????, ?? ?1 ?? ? ?? ?2 ??? ??? ?? ??? ??? ?? ???? ??, ??. ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 51. 4. ?? ???? ???? ?? ????? ???? - ?? ?? ?? - ???? ?? (????? ???? ??) - ??? ??? ????? ???? ???? ???? ?? ??? ? ???? ??? ? ??? ? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 52. 4. ?? ???? ???? ????/????? ?? ?????? ??? - ??? ????? ????? ?? ?? - ???? ??? ??? ??? ?? ?? ?? (ex. ??API) - ????? ?? ???? ???? ???? ?? 嗤 - ????? ?? ?1 ????? ??? ?? - ??? ??? ??? ?? ?? - ???? ??? ?? ???? ?? - ???? ????? ?? ?? / ?? ?? - ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 53. 4. ?? ???? ???? ? ??? ?? ? ??? ???? ??? ?? ? ???? ? ?? ??? ?? ??? ???? ?? ?? ?? ? ??1 ??2 ??3 ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 54. 4. ?? ???? ???? ? ????(Double Patent) ?? ? ?? ????? ??? ??? ???? ?? ?? ? ???? ?? ????? ?? ?? ?? ? ??2 ??3??1 ?? ? ??4 ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 55. 4. ?? ???? ???? ? ?? ? ???? ?? ? ???? ? ???? ??? ?? ?? ?? ? ?? ????? ?? ???? ?? ??1 PCT ??2 ??? ? ??1 ??2 ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 56. 5. ????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 57. 5. ????? ??? ???? ??? ????? ??? ? ???? (P????? ??? ??? ??????) - ????? ?? ??? ???? - ??? ?????? ?? ??? ???? - ??????? ??? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 58. 5. ????? ??? ????? ?? ?? ???/??? ?? ? ?? ???? ????? ??? ??? ??? ?! -> ?? ??? ???? ?? -> ???, ??? ??! ????? ??? ??? ?????, ??????? ??? ??? ??? ? ???? ??? ?? ???? ?? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 59. 5. ????? ??? ????? ( ? ?????) ?????? ??? ?? ???? ?? ??? ?? ??? ??? ? ??? ?? ? ?? ??? ??. ????? ??? ?????? ???? ?? ?? ex) ???? ???? ?????? ????? (CopyLeft) ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 60. 5. ????? ??? ???? ??? ? 1. ?? ????? Ex) GPL 2.0 - ?? ???? ?? 2. ?? ????? Ex) LGPL 2.1 (Lesser GPL, ?? GPL) - ????? ??? ???? ?? X 3. ? ????? Ex) ??? 2.0 (TensorFlow) - ???? ?? X ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 61. 5. ????? ??? ????? ? 1. ?? ????? Ex) GPL 2.0 - ???, ??? ???? ?? 2. ?? ????? Ex) LGPL 2.1 (Lesser GPL, ?? GPL) - ???, ??? ???? ?? 3. ? ????? Ex) ??? 2.0 - ??? ???? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 62. 5. ????? ??? ?????? - Facebook BSD(Berkley Software Distribution) ???? ?? ????? ?? ??? ???? ??/?? ??? ??? ?? ???? ?? ????? ??? ?????? ?? ?? ??? ?? ?? ?? ??? ??? / 010-2922-8780 / lean@leanip.kr
  • 63. ??? ??? ????? ??? ??? / 010-2922-8780 / lean@leanip.kr