그림 16. 피인용 수에 따른 특허 수의 분포
| ○ | 에이전틱 AI 기술에 속하는 특허 58375편 중 (2020-2024년 출판된 특허), 적어도 1회 이상 인용된 특허 수는 17186편(29.44%)임. |
| ○ | 에이전틱 AI 기술에 속하는 특허 중 피인용수가 높은 특허 리스트를 표 18 에 나타내었음. |
표 18. 고 피인용 특허 목록
| 번호 | 특허제목(미국특허번호) | 출원인 | 패밀리 특허번호 | 피인용 수 |
|---|---|---|---|---|
| 1 | Sparse convolutional neural network accelerator (10891538) |
NVIDIA CORP(CA, Santa Ciara) | US 2018046900 A1 20180215; US 10891538 B2 20210112; US 2021089864 A1 20210325; US 11847550 B2 20231219 | 252 |
| 2 | Sparse convolutional neural network accelerator (10860922) |
NVIDIA CORP(US, CA, Santa Clara) | US 2018046916 A1 20180215; US 10997496 B2 20210504; US 2020082254 A1 20200312; US 10860922 B2 20201208; US 10528864 B2 20200107; US 2018046906 A1 20180215 | 234 |
| 3 | Patient-specific medical procedures and devices, and associated systems and methods (10902944) |
Carlsmed, Inc.(US, CA, La Jolla) | AU 2021205797 A1 20220825; KR 20220152200 A 20221115; JP 2023510745 A 20230315; EP 4087518 A1 20221116; EP 4087518 A4 20240124; WO 2021141849 A1 20210715; CA 3166894 A1 20210715; US 10902944 B1 20210126; US 11854683 B2 20231226; US 2021210189 A1 20210708 | 206 |
| 4 | Differentially private machine learning using a random forest classifier (10726153) |
LeapYear Technologies, Inc.(US, CA, Berkeley) | US 2019026489 A1 20190124; US 10726153 B2 20200728 | 182 |
| 5 | Grammaticality classification for natural language generation in assistant systems (10978056) |
FACEBOOK INC(US, CA, Menlo Park) | US 10978056 B1 20210413 | 145 |
| 6 | Method for programmable timeouts of tree traversal mechanisms in hardware (10885698) |
NVIDIA CORP(US, CA, Santa Clara) | US 2021090319 A1 20210325; US 11455768 B2 20220927; US 2022392148 A1 20221208; US 2020051318 A1 20200213; US 10885698 B2 20210105; DE 102019103178 A1 20200213; CN 110827388 A 20200221 | 142 |
| 7 | Anomaly detection to identify security threats (10673880) |
SPLUNK INC.(US, CA, San Francisco) | US 2020296124 A1 20200917; US 11019088 B2 20210525; US 11606379 B1 20230314; US 10673880 B1 20200602; US 11876821 B1 20240116 | 139 |
| 8 | Audio response messages (11227626) |
Snap Inc.(US, CA, Santa Monica) | US 2022115034 A1 20220414; US 11227626 B1 20220118 | 137 |
| 9 | 3D hand shape and pose estimation (10997787) |
Snap Inc.(US, CA, Santa Monica) | US 11468636 B2 20221011; US 2021225077 A1 20210722; US 11734844 B2 20230822; US 2022414985 A1 20221229; US 10796482 B2 20201006; US 2020184721 A1 20200611; US 2020402305 A1 20201224; US 10997787 B2 20210504 | 136 |
| 10 | Neural network system for gesture, wear, activity, or carry detection on a wearable or mobile device (10996846) |
Snap Inc.(US, CA, Santa Monica) | US 2023013680 A1 20230119; CN 112789578 A 20210511; WO 2020068455 A1 20200402; EP 3857337 A1 20210804; US 2021255763 A1 20210819; US 11500536 B2 20221115; US 10996846 B2 20210504; US 2020104039 A1 20200402; KR 20210058969 A 20210524 | 134 |
| 11 | Virtual object machine learning (11030454) |
Snap Inc.(US, CA, Santa Monica) | US 10579869 B1 20200303; US 11030454 B1 20210608; US 2021271874 A1 20210902; US 11790276 B2 20231017; US 2023419188 A1 20231228 | 132 |
| 12 | Systems and methods for inferring entity relationships via network communications of users or user devices (10749893) |
BitSight Technologies, Inc.(US, MA, Boston) | US 10749893 B1 20200818; US 2021058421 A1 20210225 | 119 |
| 13 | Cellular system (10812992) |
US 10812992 B1 20201020; US 2021112425 A1 20210415 | 119 | |
| 14 | Data processing systems for generating and populating a data inventory for processing data access requests (10997318) |
OneTrust, LLC(US, GA, Atlanta) | US 2021256161 A1 20210819; US 2020042743 A1 20200206; US 10997318 B2 20210504 | 114 |
| 15 | Account manager virtual assistant using machine learning techniques (10902490) |
CDW LLC(US, IL, Vernon Hills) | WO 2020139735 A1 20200702; US 2021103964 A1 20210408; US 2020211077 A1 20200702; US 10902490 B2 20210126; CA 3125137 A1 20200702; US 2021103965 A1 20210408; EP 3903264 A1 20211103 | 112 |
| 16 | System and method for role validation in identity management artificial intelligence systems using analysis of network identity graphs (10862928) |
SAILPOINT TECHNOLOGIES, INC.(US, DE, Wilmington) | US 10862928 B1 20201208; US 2023051814 A1 20230216; US 11902335 B2 20240213; US 2021392172 A1 20211216; US 11516259 B2 20221129 | 106 |
| 17 | Processing of communications signals using machine learning (11032014) |
VIRGINIA TECH INTELL PROP(US, VA, Blacksburg) | US 11664910 B2 20230530; US 2021367690 A1 20211125; US 2020266910 A1 20200820; US 11032014 B2 20210608; US 10396919 B1 20190827; US 10541765 B1 20200121 | 103 |
| 18 | Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods (10798133) |
OneTrust, LLC(US, GA, Atlanta) | US 2020220901 A1 20200709; US 10798133 B2 20201006 | 101 |
| 19 | Using vehicle mode for subrogation on a distributed ledger (10891694) |
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY(US, IL, Bloomington) | US 10891694 B1 20210112 | 99 |
| 20 | Identifying devices connected to a smart plug (10740691) |
Sense Labs, Inc.(US, MA, Cambridge) | US 2022044155 A1 20220210; US 11616845 B2 20230328; US 10740691 B2 20200811; US 2020107086 A1 20200402; GB 2592528 B 20220427; GB 2592528 A 20210901; GB 202105959 D0 20210609; GB 202202632 D0 20220413; GB 2601681 B 20230111; GB 2601681 A 20220608; US 11182699 B2 20211123; US 2021081845 A1 20210318; US 11838368 B2 20231205; US 2023224368 A1 20230713; US 2022044157 A1 20220210; US 11588896 B2 20230221; US 10586177 B1 20200310; US 2020104756 A1 20200402; JP 2022071199 A 20220513; US 11556857 B2 20230117; US 2022044154 A1 20220210; US 2022044159 A1 20220210; US 11582310 B2 20230214; US 2020107085 A1 20200402; US 10878343 B2 20201229; US 11556858 B2 20230117; US 2022044160 A1 20220210; AU 2019351894 B2 20210902; AU 2019351894 A1 20210429; US 2022044156 A1 20220210; US 11637901 B2 20230425; US 11627188 B2 20230411; US 2022044161 A1 20220210; WO 2020072490 A1 20200409; JP 2021530196 A 20211104; JP 7041323 B2 20220323; US 2022044158 A1 20220210; US 11582309 B2 20230214 | 98 |
| 21 | Automatic correction of indirect bias in machine learning models (11068797) |
IBM(US, NY, Armonk) | US 2020134493 A1 20200430; US 11068797 B2 20210720 | 98 |
| 22 | Method for assessing safety integrity level of offshore oil well control equipment (11243509) |
China University of Petroleum (East China)(CN, Qingdao) | US 11243509 B2 20220208; US 2020371490 A1 20201126; CN 110109359 A 20190809; CN 110109359 B 20230310 | 96 |
| 23 | Multivariate network structure anomaly detector (10986121) |
Darktrace Limited(GB, Cambridge) | US 2020244673 A1 20200730; US 10986121 B2 20210420; US 2020244699 A1 20200730; US 11418538 B2 20220816; US 11902322 B2 20240213; US 2023111771 A1 20230413 | 94 |
| 24 | Methods for detecting double-talk (10622009) |
AMAZON TECH INC(US, WA, Seattle) | US 10622009 B1 20200414 | 92 |
| 25 | Distributed computer task management of interrelated network computing tasks (10841236) |
ELECTRONIC ARTS INC(US, CA, Redwood City) | US 10841236 B1 20201117 | 90 |
| 26 | Diagnostics in building automation (10824120) |
SIEMENS INDUSTRY INC(US, GA, Alpharetta) | EP 3268821 B1 20200715; EP 3268821 A1 20180117; CN 107430387 B 20211224; US 2018046173 A1 20180215; CN 107430387 A 20171201; US 10824120 B2 20201103; WO 2016144591 A1 20160915; CN 107430715 A 20171201; WO 2016144587 A1 20160915; EP 3268820 A1 20180117; CA 2979201 A1 20160915; WO 2016144586 A1 20160915; US 2018046149 A1 20180215; CA 2979193 C 20210914; CA 2979193 A1 20160915; EP 3268819 B1 20210512; EP 3268819 A1 20180117; CA 3015407 C 20220517; CA 3015407 A1 20160915; US 2018046151 A1 20180215; CN 107408230 A 20171128; CN 107408230 B 20210601; CA 2979202 C 20190827; CA 2979202 A1 20160915 | 88 |
| 27 | Enterprise security graph (10904270) |
SPLUNK INC.(US, CA, San Francisco) | US 10419450 B2 20190917; US 10419463 B2 20190917; US 2018219897 A1 20180802; US 2017063907 A1 20170302; US 2017063905 A1 20170302; US 2017063891 A1 20170302; US 2018146000 A1 20180524; US 9591010 B1 20170307; US 10419462 B2 20190917; US 2018367551 A1 20181220; US 10587633 B2 20200310; US 11824646 B1 20231121; US 9516053 B1 20161206; US 2017063900 A1 20170302; US 10038707 B2 20180731; US 2017063890 A1 20170302; US 11146574 B2 20211012; US 2019075126 A1 20190307; US 10419465 B2 20190917; US 2019364060 A1 20191128; US 2018351981 A1 20181206; US 10560468 B2 20200211; US 10778703 B2 20200915; US 2018069888 A1 20180308; US 10291635 B2 20190514; US 2019109868 A1 20190411; US 2017063887 A1 20170302; US 10063570 B2 20180828; US 2017063897 A1 20170302; US 10193901 B2 20190129; US 2017063908 A1 20170302; US 10158652 B2 20181218; US 9596254 B1 20170314; US 2018054452 A1 20180222; US 2019342311 A1 20191107; US 10666668 B2 20200526; US 2019158517 A1 20190523; US 10581881 B2 20200303; US 2019327251 A1 20191024; US 11411966 B2 20220809; US 11258807 B2 20220222; US 2017063912 A1 20170302; US 9699205 B2 20170704; US 2017063896 A1 20170302; US 9609011 B2 20170328; US 2017063902 A1 20170302; US 11575693 B1 20230207; US 10911468 B2 20210202; US 2019387007 A1 20191219; US 2018288079 A1 20181004; US 10476898 B2 20191112; US 2020007561 A1 20200102; US 10798113 B2 20201006; US 2017063898 A1 20170302; US 10154047 B2 20181211; US 2017063888 A1 20170302; US 10389738 B2 20190820; US 2020021607 A1 20200116; US 10911470 B2 20210202; US 2017063910 A1 20170302; US 10904270 B2 20210126; US 10015177 B2 20180703; US 2017063911 A1 20170302; US 9900332 B2 20180220; US 2017272458 A1 20170921; US 2019173893 A1 20190606; US 10986106 B2 20210420; US 2017142140 A1 20170518; US 10116670 B2 20181030; US 2017063894 A1 20170302; US 9609009 B2 20170328; US 11470096 B2 20221011; US 2018302423 A1 20181018; US 2017063889 A1 20170302; US 10069849 B2 20180904; US 10243970 B2 20190326; US 2017063903 A1 20170302; US 10110617 B2 20181023; US 2017063886 A1 20170302; US 2017223036 A1 20170803; US 10148677 B2 20181204; US 2017134410 A1 20170511; US 9813435 B2 20171107; US 2017063899 A1 20170302; US 10469508 B2 20191105; US 2017063906 A1 20170302; US 9667641 B2 20170530; US 2017063901 A1 20170302; US 10212174 B2 20190219; US 2017134415 A1 20170511; US 10135848 B2 20181120; US 2017063904 A1 20170302; US 2017063909 A1 20170302; US 9838410 B2 20171205; US 10003605 B2 20180619 | 87 |
| 28 | Systems and methods for optimization of capital allocation for advertising campaigns in online-based commerce (10970742) |
Quartile Digital, Inc.(US, NY, New York) | US 10970742 B1 20210406 | 86 |
| 29 | Method and system for guaranteeing safety of offshore oil well control equipment (11346200) |
China University of Petroleum (East China)(CN, Qingdao) | CN 110134113 A 20190816; CN 110134113 B 20211102; US 2020370408 A1 20201126; US 11346200 B2 20220531 | 85 |
| 30 | System and method for fuzzy concept mapping, voting ontology crowd sourcing, and technology prediction (11080336) |
US 2017235848 A1 20170817; US 11080336 B2 20210803; US 11741164 B2 20230829; US 2021397656 A1 20211223; US 11762912 B2 20230919; US 2022027416 A1 20220127; US 2023418876 A1 20231228; US 9461876 B2 20161004; US 2014075004 A1 20140313 | 85 | |
| 31 | Assisting users with personalized and contextual communication content (10782986) |
FACEBOOK INC(US, CA, Menlo Park) | US 2023419651 A1 20231228; US 10853103 B2 20201201; US 2019324780 A1 20191024; US 2019324553 A1 20191024; US 10802848 B2 20201013; US 11231946 B2 20220125; US 11100179 B1 20210824; WO 2019203886 A8 20201001; US 2020401422 A1 20201224; WO 2019203886 A1 20191024; WO 2019203866 A1 20191024; CN 112313680 A 20210202; US 2020364069 A1 20201119; US 11544305 B2 20230103; US 10958599 B1 20210323; US 2021042136 A1 20210211; US 2020409936 A1 20201231; US 11704899 B2 20230718; CN 112313644 A 20210202; CN 112470144 A 20210309; CN 112292674 A 20210129; US 11038974 B1 20210615; EP 3782090 A1 20210224; EP 3782090 A4 20210224; US 11368420 B1 20220621; CN 112334889 A 20210205; US 11087756 B1 20210810; US 11301521 B1 20220412; US 10795703 B2 20201006; US 2019324527 A1 20191024; US 2019327331 A1 20191024; US 11010179 B2 20210518; WO 2019204775 A1 20191024; US 2019325081 A1 20191024; US 10761866 B2 20200901; WO 2019203863 A1 20191024; CN 112236766 A 20210115; US 11308169 B1 20220419; US 11086858 B1 20210810; JP 7324772 B2 20230810; JP 2021522561 A 20210830; US 2019327330 A1 20191024; US 2023186618 A1 20230615; WO 2019203867 A1 20191024; US 2021326391 A1 20211021; US 11093551 B1 20210817; US 11245646 B1 20220208; US 10977258 B1 20210413; US 2020401423 A1 20201224; US 11249773 B2 20220215; US 10803050 B1 20201013; US 2023154175 A1 20230518; US 11869231 B2 20240109; WO 2019203872 A1 20191024; US 2021342410 A1 20211104; US 11887359 B2 20240130; WO 2019204651 A1 20191024; US 10827024 B1 20201103; US 2021232589 A1 20210729; US 2021343286 A1 20211104; CN 112513838 A 20210316; CN 112513838 A8 20210625; US 2021183397 A1 20210617; US 11704900 B2 20230718; US 11003669 B1 20210511; US 2022166733 A1 20220526; US 2022050696 A1 20220217; US 11694429 B2 20230704; US 11429649 B2 20220830; US 2019325042 A1 20191024; WO 2019203864 A1 20191024; US 11688159 B2 20230627; US 2021224346 A1 20210722; US 2022284051 A1 20220908; US 2021209121 A1 20210708; US 11721093 B2 20230808; US 10957329 B1 20210323; US 2019325080 A1 20191024; US 10936346 B2 20210302; EP 3782092 A1 20210224; US 10854206 B1 20201201; US 2022179670 A1 20220609; US 11727677 B2 20230815; US 11010436 B1 20210518; US 2022092131 A1 20220324; US 11715289 B2 20230801; CN 112313740 A 20210202; US 11042554 B1 20210622; US 2019325084 A1 20191024; US 10963273 B2 20210330; US 10855485 B1 20201201; WO 2019203869 A1 20191024; US 11249774 B2 20220215; US 2020404065 A1 20201224; CN 112313656 A 20210202; WO 2019203880 A1 20191024; CN 112313642 A 20210202; EP 3782091 A1 20210224; US 2019325863 A1 20191024; US 10782986 B2 20200922 | 85 |