baber/WOPTO huggingface dataset:
Patent WO-2019050324-A1 (WO)
Title: Solid oxide fuel cell and battery module including same
Inventor: IM SANGHYEOK
IPC: H01M8/124
Filed: 2018-09-07
Abstract: Disclosed in the present specification are a solid oxide fuel cell and a battery module including the same as a unit battery, the fuel cell comprising: a unit cell including an anode, an electrolyte layer, and a cathode; a cathode current collector provided on the cathode of the unit cell; and a cathode functional current collector layer provided on the surface opposite the surface having the unit cell of the cathode current collector, wherein the cathode functional current collection layer includes a lanthanum strontium cobalt (LSC) oxide, and the porosity of the cathode functional current collection layer is 10%-90%.
Patent WO-2019066410-A1 (WO)
Title: Printed circuit board, and apparatus for measuring quality of printed circuit board
Inventor: HONG EUN SEOK
IPC: G01R1/067
Filed: 2018-09-21
Abstract: A printed circuit board according to various embodiments of the present invention may comprise: a plurality of layers having at least one opening formed therein; and at least one antenna included in at least one layer of the plurality of layers, wherein the at least one opening is located within a designated distance from the at least one antenna, and may be formed to extend through at least one of the plurality of layers.
Patent WO-2019088465-A1 (WO)
Inventor: TAKASHIMA KOICHIRO
IPC: G03G21/00
Filed: 2018-10-04
Abstract: L'invention concerne un appareil de formation d'image qui comprend un support d'image, une raclette de nettoyage destinée à entrer en contact avec une surface du support d'image, et un élément d'application d'agent protecteur. L'élément d'application d'agent protecteur comprend une partie servant d'arbre rotatif qui s'étend le long d'un arbre rotatif du support d'image, et un corps élastique situé sur la partie servant d'arbre et servant à appliquer un agent protecteur sur une région d'application d'agent protecteur située sur la surface du support d'image. La région d'application d'agent protecteur comprend une partie de contact et une partie sans contact dans une direction longeant l'arbre rotatif. Le corps élastique entre en contact avec la partie de contact, mais n'entre pas en contact avec la partie sans contact. Une position de la partie de contact et une position de la partie sans contact se déplacent dans la direction longeant l'arbre rotatif en association avec la rotation du support d'image.
Patent WO-2019078520-A1 (WO)
Title: Electronic device and control method thereof
Inventor: LEE SEONG-OH
IPC: G06K9/00
Filed: 2018-10-05
Abstract: Disclosed are an electronic device capable of detecting a minimum pattern for texture mapping, and a control method of an electronic device. The control method comprises the steps of: receiving an image having multiple patterns repeatedly arranged therein; extracting a block pattern from the received image; detecting a minimum pattern from the extracted block pattern; and generating arrangement structure information of the detected minimum pattern.
Patent WO-2019083335-A1 (WO)
Title: Air circulating trash can having antibacterial and deodorizing functions
Inventor: AN CHANG WHAN
IPC: B01D46/00
Filed: 2018-10-26
Abstract: The air circulating trash can having antibacterial and deodorizing functions, according to the present invention, comprises a trash can body (100) having an open top part, and a lid (200) coupled to the top part of the trash can body (100) so as to be able to open and close same, wherein a filter mounting part (210) is formed on the lid (200), and a functional mesh net filter (300) having antibacterial and deodorizing functions is fixedly provided thereon so that the air inside the trash can body (100) and the air outside circulate via the functional mesh net filter (300), while, during ventilation, the functional mesh net filter (300) absorbs and decomposes both the odor and bacteria inside the trash can body (100) as well as the odor and bacteria outside in order to maximally decelerate the speed of decay of trash due to ventilation, prevent the growth of various germs by the antibacterial effect, decrease the concentration of the odor leaking to the outside by absorbing and decomposing the odor, and inhibit harmful insects such as fruit flies or cockroaches from entering.
Patent WO-2019107778-A1 (WO)
Inventor: KIM DONG WOO
IPC: G06Q50/20
Filed: 2018-11-06
Abstract: 본 발명의 일실시예는 서비스 제공 서버가, 키워드 답변 방식을 통해 획득된 사용자의 경험정보를 이용하여 약점 면접 질문을 제공하는 방법에 있어서, (a) 상기 서비스 제공 서버는 네트워크를 통해 상기 서비스 제공 서버에 접속하는 사용자를 인증하는 단계; (b) 상기 서비스 제공 서버는 복수개의 경험분류에 대해 사용자가 등록한 경험정보를 저장하는 단계; (c) 상기 서비스 제공 서버는 등록된 사용자의 경험정보를 기초로 우선순위의 추천 직업을 도출하는 단계; (d) 상기 서비스 제공 서버는 도출된 우선순위의 추천 직업 중 사용자가 선택한 어느 하나의 직업에 대해 직업 능력을 분석하는 단계; 및 (e) 상기 서비스 제공 서버는 분석된 직업 능력을 통해 약점 면접 질문을 도출하는 단계를 포함하며, 상기 (e) 단계에서 상기 서비스 제공 서버는 전문성, 성실성, 적극성 및 협조성으로 분석된 직업 능력에 대해 약점 면접 질문을 도출하도록 이루어진 것인 키워드 답변 방식을 통해 획득된 사용자의 경험정보를 이용하여 약점 면접 질문을 제공하는 방법을 제공한다.
Patent WO-2019103468-A1 (WO)
Inventor: LEE HOHYEONG
IPC: G01C9/02
Filed: 2018-11-21
Abstract: 일 실시예에 관련된 거리 측정 장치는 디스플레이부 및 음향 출력부, 현재 위치를 획득하는 위치 획득 센서, 기울어진 틸트 각도를 측정하는 기울기 센서, 타깃까지의 직선 거리를 측정하는 거리 측정 센서, 그리고 틸트 각도 및 직선 거리를 사용하여, 타깃의 높이를 계산하고, 타깃의 높이, 착지 각도와 공략 거리 사이의 관계를 사용하여, 공략 거리를 계산하며, 공략 거리를 디스플레이부 및 음향 출력부 중 적어도 하나에 출력하는 제어부를 포함한다.
Patent WO-2019146982-A1 (WO)
Title: Method for preparing carbon nanotube dispersion solution
Inventor: KANG KYUNG YEON
IPC: C01B32/174
Filed: 2019-01-21
Abstract: The present invention relates to a method for preparing a carbon nanotube dispersion solution, comprising the steps of: (S1) preparing a carbon nanotube paste by mixing carbon nanotubes in a dispersion solution comprising a dispersion solvent and a dispersant; (S2) obtaining a carbon nanotube solid by extruding the paste; and (S3) injecting a second solvent into the carbon nanotube solid, and then homogenizing the carbon nanotubes, wherein the weight ratio of the dispersion solution and the carbon nanotubes is 1:1 to 9:1. Therefore, the miscibility of a dispersant and carbon nanotubes can be improved and particle size can be controlled in a wet manner, and thus a carbon nanotube dispersion solution having a viscosity controlled in a low level, excellent resistance characteristics and a high concentration can be provided.
Patent WO-2019190043-A1 (WO)
Title: Apparatus for manufacturing vacuum glass
Inventor: KIM SORA
IPC: C03C27/06
Filed: 2019-01-31
Abstract: The present invention relates to an apparatus for manufacturing vacuum glass. An apparatus for manufacturing vacuum glass according to an embodiment of the present invention comprises: a cap frit disposed at the upper side of an exhaust hole; and an exhaust finish frit disposed at the bottom of the cap frit and made of glass frit, wherein the exhaust finish frit is dispensed to the cap frit in the form of a paste, so as to facilitate alignment between the exhaust finish frit and the cap frit.
Patent WO-2019235767-A1 (WO)
Title: Water-dispersible coating composition for paper making, and method for manufacturing eco-friendly type food wrapping paper with improved damp-proofing properties and blocking properties by using same
Inventor: YOON CHEOL
IPC: D21H21/16
Filed: 2019-05-24
Abstract: The present technology relates to a coating composition for paper making and to a method for manufacturing an eco-friendly type food wrapping paper with improved damp-proofing properties and blocking properties by using same. The water-dispersible coating composition for paper making of the present technology is a coating composition for paper making, which comprises an acrylic polymer resin and a pigment, the acrylic polymer resin containing an acrylate, the pigment containing at least one of clay, talc, and calcium carbonate, wherein the pigment has a particle diameter of 1800 nm or smaller, and is blended with the acrylate while the acrylate is used as a binder.
Patent WO-2019245249-A1 (WO)
Title: 세션키 처리장치, 처리 방법 및 이를 위한 프로그램을 기록한 컴퓨터 판독 가능한 기록매체
Inventor: KIM SUNG-HOON
IPC: G06Q20/32
Filed: 2019-06-17
Abstract: 세션키 처리장치, 처리 방법 및 이를 위한 프로그램을 기록한 컴퓨터 판독 가능한 기록매체를 개시한다. 본 실시예의 일 측면에 의하면, 단말로부터 결제 준비신호를 수신하는 제1 수신과정과 보안 데이터베이스로 상기 단말에 대한 세션키를 요청하는 요청과정과 상기 보안 데이터베이스로부터 상기 세션키를 수신하여 저장하는 저장과정과 결제 단말로부터 결제를 요청하기 위한 제1 전자서명을 수신하는 제2 수신과정과 상기 제1 전자서명을 검증하는 검증과정과 상기 저장과정에서 저장된 세션키를 이용하여 결제를 진행하는 결제과정 및 결제가 완료되었음을 알리는 제2 전자서명을 생성하여 상기 결제 단말로 전송하는 전송과정을 포함하는 것을 특징으로 하는 세션키 처리방법을 제공한다.
Patent WO-2020036399-A1 (WO)
Inventor: MOON SANGJUN
IPC: H04W56/00
Filed: 2019-08-13
Abstract: La présente invention concerne un système de communication de pré-5e génération (5G) ou 5G destiné à être fourni pour prendre en charge des débits de données supérieurs à ceux d'un système de communication de 4e génération (4G) tel qu'un système d'évolution à long terme (LTE). Selon divers modes de réalisation de l'invention, un procédé pour faire fonctionner une station de base dans un système de communication sans fil consiste à recevoir, en provenance d'un terminal, des informations sur un temps de séjour du terminal et un temps de transmission d'une trame de liaison montante, à déterminer un temps de séjour de réseau d'accès radio sur la base du temps de transmission de la trame de liaison montante, et à transmettre le temps de séjour de réseau d'accès radio et le temps de séjour du terminal à une fonction de plan utilisateur (UPF).
Patent WO-2020080721-A1 (WO)
Inventor: KIM PILHAN
IPC: G02B21/06
Filed: 2019-10-07
Abstract: L'invention concerne un système d'acquisition d'image microscopique qui comprend : un dispositif de microscope pour balayer et transférer la lumière de multiples longueurs d'onde à une lentille d'objectif et détecter un signal fluorescent qui est revenu à la lentille d'objectif après avoir été réfléchi à partir d'un tissu in vivo ; une endo-sonde comprenant une lentille qui est insérée dans un dispositif de transplantation transplanté dans un corps in vivo, transfère la lumière incidente depuis la lentille d'objectif dans une partie d'ouverture latérale de l'extrémité inférieure de l'endo-sonde, et transfère un signal fluorescent émis par la lumière du corps in vivo marqué par un matériau fluorescent sur la lentille d'objectif ; et un dispositif de déplacement de sonde rotatif pour fixer l'endo-sonde et faire tourner ou déplacer verticalement l'endo-sonde fixée.
Patent WO-2020085723-A1 (WO)
Title: Method and device for performing beam searching in mobile communication system
Inventor: LIM CHAEMAN
IPC: H04B7/0408
Filed: 2019-10-18
Abstract: The disclosure relates to a communication technique for a 5G communication system for supporting a higher data transfer rate after a 4G system, and a system therefor. The disclosure may be applied to an intelligent service (for example, a smart home, a smart building, a smart city, a smart car or connected car, healthcare, digital education, retail business, and a service relating to security and safety), based on a 5G communication technology and an IoT-related technology. The disclosure relates to a method and device for performing beam searching in a mobile communication system using beamforming.
Patent WO-2020096348-A1 (WO)
Inventor: KIM EUN MI
IPC: A61Q19/02
Filed: 2019-11-06
Abstract: The present specification relates to a composition comprising, as an effective component, theasinensin A, an enantiomer thereof, a pharmaceutically acceptable salt thereof, a hydrate thereof, or a solvate thereof. The composition has excellent stability and provides wrinkle-reducing or skin elasticity-enhancing benefits, and skin-brightening benefits by comprising theasinensin A, an enantiomer thereof, a pharmaceutically acceptable salt thereof, a hydrate thereof, or a solvate thereof, as an effective component.
Patent WO-2020101410-A1 (WO)
Title: Refrigerator
Inventor: KIM YONGHYUN
IPC: F25D23/12
Filed: 2019-11-14
Abstract: A refrigerator of the present invention comprises: a cabinet having a freezer chamber; and an ice maker provided in the freezer chamber, wherein the ice maker includes a tray for forming an ice chamber, and a case for supporting the tray, the case includes a fixing part to be fixed to walls for forming the freezer chamber or a housing fixed to the walls, and the fixing part includes an inclined surface so that the case forms a slope at the walls or the housing.
Patent WO-2020122542-A1 (WO)
Inventor: LEE KWAN-HEE
IPC: A01G13/02
Filed: 2019-12-10
Abstract: 본 발명에 따른 가로수 보호대는, 가로수의 뿌리를 차단하면서, 내부에는 빗물이 수용되는 수용 공간이 형성되고 상부 개구부가 형성된 수용 부재; 상기 수용 부재의 상부 개구부를 덮어씌우며, 빗물이 유입되는 복수의 물 유입구가 형성된 뚜껑; 및 상기 수용 부재의 하부에 연결된 관수관을 구비하는 본체 유닛을 포함하며, 상기 수용 부재에는 높이방향으로 서로 이격된 복수의 연결홀이 형성되고, 일측 본체 유닛의 연결홀과 타측 본체 유닛의 연결홀을 연결하여 2개의 상기 본체 유닛을 연통시키며, 2개의 상기 본체 유닛 중 먼저 빗물로 채워진 본체 유닛으로부터 다른 본체 유닛으로 빗물이 하강 유동하면서 이동되도록 경사지게 배치된 본체 연결관을 더 포함한다.
Patent WO-2020159211-A1 (WO)
Inventor: CHO CHONGKUN
IPC: H05K5/00
Filed: 2020-01-29
Abstract: L'invention concerne un boîtier d'un dispositif électronique et un dispositif électronique. Le boîtier d'un dispositif électronique comprenant au moins une plaque comprend une première surface couplée à au moins une partie d'une plaque de la ou des plaques et faisant face à une surface arrière de la plaque, et un élément comprenant une seconde surface sensiblement perpendiculaire à la première surface et faisant face à une surface latérale de la plaque, et la première surface comprenant une saillie faisant saillie de la première surface vers la plaque avec une hauteur prédéterminée, un premier renfoncement formé à partir de la première surface avec une profondeur prédéterminée, et un second renfoncement formé à partir de la première surface plus profond que le premier renfoncement.
Patent WO-2020167021-A1 (WO)
Inventor: LEE CHANG KYOO
IPC: H01M10/058
Filed: 2020-02-14
Abstract: 본 발명은 전기화학 소자 및 이의 제조방법에 관한 것이다. 보다 구체적으로, 양극, 분리막 및 음극으로 이루어진 전극조립체에서 양극, 분리막 및 음극에서 선택되는 적어도 둘 이상은 성능향상제를 포함하고, 상기 성능향상제를 포함하는 전해질 중 적어도 하나 이상은 성능향상제의 종류 또는 농도가 상이한 전기화학 소자 및 이의 제조방법에 관한 것이다.
Patent WO-2020175878-A1 (WO)
Title: Electronic device for measuring biometric information and method for operating the same
Inventor: LEE HANSUNG
IPC: A61B5/1455
Filed: 2020-02-25
Abstract: An electronic device includes a housing, a touchscreen display viewable through a first part of the housing, a photoplethysmogram (PPG) sensor exposed through a second part of the housing, a processor disposed in the housing and operatively connected to the touchscreen display and the PPG sensor, and a memory disposed in the housing and operatively connected to the processor, wherein the memory stores instructions that, when executed, are configured to cause the processor to receive first data from the PPG sensor, generate second data by band-pass filtering the first data, generate oxygen saturation data based on at least some of the second data, select a first portion related to a first period of time from the second data, and display, on the touchscreen display, a graphical user interface including information related to the oxygen saturation data except for data corresponding to the first portion from the graphical user interface.
Patent WO-2020197159-A1 (WO)
Inventor: PAPASAKELLARIOU ARISTIDES
IPC: H04W72/04
Filed: 2020-03-18
Abstract: The present disclosure relates to a communication method and system for converging a 5th-Generation (5G) communication system for supporting higher data rates beyond a 4th-Generation (4G) system with a technology for Internet of Things (IoT). The present disclosure may be applied to intelligent services based on the 5G communication technology and the IoT-related technology, such as smart home, smart building, smart city, smart car, connected car, health care, digital education, smart retail, security and safety services. Methods and apparatuses for determining whether to perform transmissions or receptions. A method for a user equipment (UE) to determine whether to perform the transmissions includes receiving a n for a search space set for receptions of physical downlink control channels (PDCCHs) according to a common search space (CSS) and receiving a PDCCH that includes a downlink control information (DCI) format.
Patent WO-2020197261-A1 (WO)
Inventor: LEE SANG HWA
IPC: C08L71/02
Filed: 2020-03-25
Abstract: Une composition de résine polyamide de la présente invention comprend : environ 100 parties en poids d'une résine de polyamide comprenant environ 5 à 40 % en poids d'une résine de polyamide aromatique et environ 60 à 95 % en poids d'une résine de polyamide aliphatique ; environ 30 à 70 parties en poids d'une charge inorganique ; et environ 0,5 à 5 parties en poids de polyalkylène glycol modifié. Le polyalkylène glycol modifié comprend un groupe isocyanate, un groupe succinimide ou un groupe époxy au niveau d'une extrémité de polyalkylène glycol. La composition de résine de polyamide présente une excellente adhésivité à d'autres matériaux, d'excellentes propriétés antisalissure, une excellente résistance aux chocs, une excellente rigidité, une excellente aptitude au moulage par injection et analogues.
Patent WO-2021085770-A1 (WO)
Inventor: LEE IN BOK
IPC: G01N1/10
Filed: 2020-05-06
Abstract: The present invention relates to a device for measuring the amount of moisture generated in a livestock shelter flooring material and can measure the amount of moisture generated in a flooring material according to the temperature, relative humidity, wind velocity, and flooring material moisture content conditions inside a livestock shelter.
Patent WO-2020256293-A1 (WO)
Title: Sdc2 유전자의 메틸화 검출방법
Inventor: AN SUNGHWAN
IPC: C12Q1/6813
Filed: 2020-05-22
Abstract: 본 발명은 SDC2 유전자의 메틸화를 검출하는 방법, SDC2 유전자의 메틸화 검출을 위한 조성물 및 이를 포함하는 키트에 관한 것으로, 더욱 상세하게는 메틸화된 SDC2 유전자를 특이적으로 증폭하는 프라이머 및 프라이머에 의해 특이적으로 증폭된 메틸화된 SDC2 유전자에 상보적으로 혼성화 할 수 있는 프로브를 이용하여, SDC2 유전자의 메틸화를 검출하는 방법, SDC2 유전자의 메틸화 검출을 위한 조성물 및 이를 포함하는 키트에 관한 것이다.
Patent WO-2020262886-A1 (WO)
Inventor: IM HE CHOUL
IPC: B01D53/94
Filed: 2020-06-18
Abstract: The present invention relates to an explosion prevention system using a catalytic hydrogen removal apparatus and, more specifically, to an explosion prevention system using a catalytic hydrogen removal apparatus that can prevent the accumulation of hydrogen by efficiently removing even a low concentration of hydrogen in order to effectively prevent explosion accidents caused by the accumulation of hydrogen at a low concentration of 5% or less, the hydrogen being discharged from a fuel cell or internal combustion engine of a vehicle using hydrogen as fuel. In addition, the explosion prevention system using the catalytic hydrogen removal apparatus, which prevents an explosion due to hydrogen discharged from a fuel cell or internal combustion engine of a vehicle using hydrogen as fuel, comprises: a sensor unit provided at the upper side of a fuel cell or internal combustion engine installed in an engine room; and the catalytic hydrogen removal apparatus in which a catalyst is embedded to suck up inner fluid of the engine room when hydrogen is detected by the sensor unit, to oxidize and remove hydrogen from the fluid.
Patent WO-2021029541-A1 (WO)
Title: 수크로오스계 계면활성제를 포함하는 탄성 리포좀 조성물 및 이를 함유하는 화장료 조성물
Inventor: HONG IN KI
IPC: A61K8/49
Filed: 2020-07-08
Abstract: 본 발명은 레시틴 및 수크로오스(Sucrose)와 적어도 하나의 스테아르산(Stearic acid)이 에스테르화된 수크로오스계 계면활성제;를 포함함에 따라, 변형성, 유연성, 피부 투과성 및 유효 성분 포집 효율이 우수하면서도 장기간 동안 안정한 상태를 유지할 수 있는 탄성 리포좀을 함유하는, 탄성 리포좀 조성물을 제공한다. 또한, 상기 탄성 리포좀 조성물을 함유하여 안정성 및 피부 투과성이 우수한 화장료 조성물을 제공한다.
Patent WO-2021020888-A1 (WO)
Inventor: LEE CHANGWOO
IPC: B33Y70/00
Filed: 2020-07-30
Abstract: According to one embodiment of the present invention, provided is a three-dimensional printing method using a powder bed fusion (PBF) type three-dimensional printer, comprising: a layering step of layering a powder material on one area of a bed of a printer; a sintering step of sintering, on the basis of two-dimensional shape information about a structure to be manufactured, two-dimensional structures and barrier layers by emitting a laser at a layered powder material; and a step of repeatedly performing the layering step and the sintering step multiple times, thereby forming three-dimensional structures and barrier layers, wherein the barrier layers are arranged so as to divide the one area of the bed from remaining areas excluding same.
Patent WO-2021040446-A1 (WO)
Title: Method and apparatus of receive beam management at terminal
Inventor: ZHU DALIN
IPC: H04B17/309
Filed: 2020-08-28
Abstract: A user equipment, a method, and computer-readable media. The UE, which includes a transceiver with a plurality of antenna panels, is configured to determine a link quality of a serving antenna panel. If the link quality of the serving panel is below a quality threshold, resources are allocated from the serving antenna panel to another antenna panel during a sweeping period to identify one or more beams of a target antenna panel for resuming communications. Measurements for a set of beams of the other antenna panel are obtained, during the sweeping period, with the allocated resources. The other antenna panel can be determined to be the target antenna panel based on the obtained measurements. The UE can switch from the serving antenna panel to the target antenna panel, select the one or more beams based on the obtained measurements, and resume the communications on the selected one or more beams.
Patent WO-2022080575-A1 (WO)
Inventor: KO SE JIN
IPC: B25J19/02
Filed: 2020-11-25
Abstract: 본 발명의 일 실시예에 따른 관로 검사 시스템은 관로 내부를 주행하도록 구성되는 지능형 관로 검사 로봇 및 지능형 관로 검사 로봇에 전기적으로 연결되어 제어 신호를 제공하는 제어부를 포함하며, 지능형 관로 검사 로봇은 관로 내부의 경사도를 실시간으로 측정하기 위한 자이로스코프 센서를 포함하는 로봇 바디, 로봇 바디에 회전 가능하게 결합된 복수의 구동 휠들, 로봇 바디에 제1 연결부를 통해 결합되고 회전 운동을 통해 높이 조절이 가능한 카메라 리프트 및 카메라 리프트에 제2 연결부를 통해 결합되는 카메라 헤드를 포함한다.
Patent WO-2022145524-A1 (WO)
Inventor: KIM JOON OH
IPC: G06F16/28
Filed: 2020-12-31
Abstract: La présente invention concerne un procédé et un appareil de structuration de différents types de données. Le procédé de structuration de différents types de données, selon un mode de réalisation de la présente invention, comprend les étapes consistant à : classifier des données structurées issues de données d'entrée selon une règle d'éléments structurés prédéfinie ; classifier des données non structurées issues des données d'entrée selon un système de classification d'éléments par défaut prédéfini ; et attacher les données non structurées à des éléments des données non structurées qui sont classifiées selon le système de classification d'éléments par défaut et les retraiter en données structurées.
Patent WO-2021177593-A1 (WO)
Inventor: KIM WONJOON
IPC: G06Q10/06
Filed: 2021-01-18
Abstract: Disclosed are a machine learning-based future innovation prediction method and a system therefor. The machine learning-based future innovation prediction method according to an embodiment of the present invention may comprise the steps of: collecting patent data for each of predetermined companies, data relating to research and development of each of the companies, and performance data during a predetermined period; classifying feature sets according to respective features by using each piece of the collected data; and predicting future innovation of a corresponding company on the basis of machine learning using the classified feature sets as inputs, wherein the collecting step includes collecting patent data including the number of claims, an assignee, the number of assignees, an inventor, the number of inventors, the number of backward citations, and the number of forward citations for each of registered patents during a predetermined period with respect to each of the companies.