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1. (WO2019066118) METHOD FOR DIAGNOSING KNOWLEDGE BY USING ONTOLOGY-BASED KNOWLEDGE MAP
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Pub. No.: WO/2019/066118 International Application No.: PCT/KR2017/011287
Publication Date: 04.04.2019 International Filing Date: 13.10.2017
IPC:
G06N 3/08 (2006.01) ,G06N 3/04 (2006.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
08
Learning methods
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
04
Architecture, e.g. interconnection topology
Applicants:
(주)카디날정보기술 CARDINAL INFO.TECH.CO.,LTD. [KR/KR]; 서울시 금천구 가산디지털2로 98 1동 902호 1-902 98, Gasan digital 2-ro, Geumcheon-gu Seoul 08506, KR
Inventors:
이승용 LEE, Seang Yong; KR
Priority Data:
10-2017-012764429.09.2017KR
Title (EN) METHOD FOR DIAGNOSING KNOWLEDGE BY USING ONTOLOGY-BASED KNOWLEDGE MAP
(FR) PROCÉDÉ DE DIAGNOSTIC DE CONNAISSANCES À L'AIDE D'UNE CARTE DE CONNAISSANCES BASÉE SUR L'ONTOLOGIE
(KO) 온톨로지 기반 지식맵을 활용한 지식 진단 방법
Abstract:
(EN) The present invention relates to a method for diagnosing the knowledge of a person whose knowledge is to be diagnosed from verification data of the person by using an ontology-based knowledge map composed of relationships of knowledge objects, and proposes a method for performing diagnosis in a manner of correcting the knowledge level of a person whose knowledge is to be diagnosed by comparing and evaluating knowledge related to specific knowledge, rather than determining the knowledge level of the person with respect to the specific knowledge by using only an evaluation on the specific knowledge. To this end, the present invention determines the knowledge level by periodically repeating a forward propagation knowledge diagnosis process and a backward propagation knowledge diagnosis process which use the gradient descent of neural network theory so as to cause knowledge errors between the evaluated knowledge level and the corrected knowledge level of the person whose knowledge is to be diagnosed to converge.
(FR) La présente invention concerne un procédé de diagnostic de connaissance d'une personne à diagnostiquer par rapport à sa connaissance à partir de données de vérification de la personne à l'aide d'une carte de connaissances basée sur l'ontologie composée de relations d'objets de connaissance, et propose un procédé pour effectuer un diagnostic de manière à corriger le niveau de connaissance d'une personne à diagnostiquer par rapport à sa connaissance par comparaison et évaluation de connaissances liées à une connaissance spécifique, plutôt que de déterminer le niveau de connaissance de la personne par rapport à la connaissance spécifique en utilisant uniquement une évaluation sur la connaissance spécifique. À cet effet, la présente invention détermine le niveau de connaissance par répétition périodique d'un processus de diagnostic de connaissance de propagation avant et d'un processus de diagnostic de connaissance de propagation arrière qui utilisent la descente de gradient de la théorie du réseau neuronal de façon à provoquer des erreurs de connaissance entre le niveau de connaissance évalué et le niveau de connaissance corrigé de la personne à diagnostiquer par rapport à sa connaissance afin de converger.
(KO) 본 발명은 지식객체의 관계로 구성된 온톨로지 기반의 지식맵을 활용하여 지식 진단자의 검증 데이터로부터 지식 진단자의 지식을 진단하는 방법에 대한 것으로 특정 지식에 대한 평가만을 이용하여 지식 진단자의 해당 지식에 대한 지식 수준을 결정하기 보다는 상기 특정 지식과 관련 있는 지식을 비교 평가하여 진단자의 지식 수준을 보정하여 진단하는 방법을 제안한다. 이를 위해 본 발명은 신경망 이론의 경사하강법을 이용한 순전파 지식진단 처리와 역전파 지식진단 처리를 주기로 반복함으로써 지식 진단자의 평가된 지식 수준과 보정된 지식 수준의 지식오차가 수렴하도록 만들어 지식 수준을 결정한다.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: Korean (KO)
Filing Language: Korean (KO)