WO2012060502A1 - Système et procédé destinés à déduire une corrélation entre des objets de recherche - Google Patents
Système et procédé destinés à déduire une corrélation entre des objets de recherche Download PDFInfo
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- WO2012060502A1 WO2012060502A1 PCT/KR2010/008116 KR2010008116W WO2012060502A1 WO 2012060502 A1 WO2012060502 A1 WO 2012060502A1 KR 2010008116 W KR2010008116 W KR 2010008116W WO 2012060502 A1 WO2012060502 A1 WO 2012060502A1
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- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/35—Clustering; Classification
- G06F16/355—Creation or modification of classes or clusters
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- the present invention relates to a system and method for inferring correlation between research subjects, and more particularly, when inferring correlation between research subjects in a technical field input by a user is requested, the integrated database is searched for. Acquiring achievements in the technical field, extracting at least one or more research subjects from each of the obtained achievements, connecting and grouping joint research subjects for each achievement, and then grouping the same research subjects among the grouped groups. System and method for inferring the correlation between research subjects that induces the research group, the research subjects belonging to the same research group are cooperative, and the research subjects belonging to different research groups are in competition. It is about.
- an information retrieval apparatus is a device that collects, classifies, and accumulates information to be extracted as needed.
- the information retrieval apparatus is a device that quickly finds information suitable for a request from a database accumulated in an easy-to-find form by collecting, processing, and processing information or data that is expected to be required by the information consumer, and provides the information requester.
- a search result output from an information retrieval apparatus may be notified by phone or by fax, and the search result may be transmitted online to a home or office of a requester who has a computer through the Internet.
- Reference search is the search for bibliographic references in the literature that focus on the subject that the requester wants to know.
- the fact search can search general data, numerical data and fact data.
- the full-text search can search and view not only the bibliographic data but also the relevant text or the original text as needed from the database that accumulates the full text of the literature.
- the conventional information retrieval device has a limitation in that it can only present papers, research reports, patents, etc. independently of each other, and cannot present each piece of information related to science and technology.
- the information retrieval device only presents the achievements of each technical field, but the correlation between the study subjects cannot be presented.
- the present invention has been proposed to solve the above-mentioned conventional problems, and an object of the present invention is to provide correlations between research subjects as well as achievements in the technical field input by a user. To provide a system and method for inference.
- an integrated achievement database server storing at least one achievement of patents, papers, reports, academic data, standards, statistics, and electronic documents, and research into a technical field input by a user
- the integrated achievement database server is searched to obtain achievements in the technical field, and at least one research subject is extracted from each of the obtained achievements, and a joint research subject is obtained for each outcome.
- a research group including a correlation inference apparatus for generating a research group by connecting groups belonging to the same research subject among the grouped groups, and inferring correlations among the research subjects based on the generated research group.
- a system for inferring correlation between subjects is provided.
- the correlation inference apparatus infers the correlation between the research subjects in a cooperative relationship with the research subjects belonging to the same research group and the competition in the research subjects belonging to different research groups.
- the correlation inference device is a researcher who has collaborated with the researcher, the researcher cooperation, the different institutions belonging to the researcher of the partnership, the institutional cooperation, the different countries to which the organization of the partnership belongs to the national cooperation Infer
- the correlation inference apparatus infers that the research groups in which the achievements related to the technical field among the research subjects belonging to different research groups exist within a certain period of time to the research groups.
- the achievement acquisition unit for obtaining the achievements for the technical field by searching the previously stored integrated achievement database, At least one research subject is extracted from each of the acquired achievements, and a research subject extraction and grouping unit for connecting and grouping joint research subjects for each achievement, and connecting one or more research groups belonging to the same research subject among the grouped groups.
- a research group generation unit for generating a group, a correlation inference unit for inferring correlations between study subjects based on the generated study groups, and a correlation providing unit for providing the inferred correlation with the achievement to the user
- a correlation inference apparatus is provided.
- the integrated artifact database may be present inside or separately from the correlation inference device.
- the correlation inference apparatus may further include an input unit which directly receives a technical field from the user or receives a technical field input by a user terminal through a communication network.
- the research subject is at least one of a researcher, an institution, and a country.
- the integrated achievement database stores at least one outcome of patents, articles, reports, academic data, standards, statistics, and electronic documents.
- the research subject extraction and grouping unit extracts at least one or more researchers from each of the obtained achievements, and groups and groups the joint researchers for each achievement.
- the research subject extracting and grouping unit extracts at least one or more researchers from each of the obtained achievements and extracts a research institution belonging to each researcher after the research subject is an institution. Connect and group.
- the research subject extracting and grouping unit extracts at least one researcher and an institution to which each researcher belongs from the obtained achievements, and checks the state of the extracted institution for each achievement. Link and group the countries of the institution to which the collaborators belong.
- the research group generating unit creates a research group by connecting groups belonging to the same research subject among the grouped groups, and duplicates the research subject within the same research group.
- the correlation inference unit infers the correlation between the research subjects in a cooperative relationship with the research subjects belonging to the same research group and the competition between the research subjects belonging to different research groups.
- the correlation inference unit infers a competitive relationship in the case of a research subject in which the achievements related to the technical field among the research subjects belonging to different research groups exist within a certain period.
- a correlation inference apparatus in a method of inferring correlation between research subjects by a correlation inference apparatus, (a) when a correlation inference between research subjects in a technical field input by a user is requested, (B) extracting at least one or more research subjects from each of the obtained achievements, and connecting and grouping joint research subjects for each achievement; (c) generating a research group by connecting groups belonging to the same research subject among the grouped groups, (d) inferring correlations among research subjects based on the generated research groups, and (e) the reasoning A method of inferring correlation between research subjects is provided, the method comprising providing the generated correlation with the result to the user. .
- the research subject may be at least one of a researcher, an institution, and a country.
- step (b) if the research subject is a researcher, at least one or more researchers are extracted from each of the obtained achievements, and grouped by connecting joint researchers for each achievement.
- step (b) if the research subject is an institution, at least one or more researchers are extracted from each of the obtained achievements, and the affiliated institution of each of the extracted researchers is extracted, and then the affiliated institution to which the collaborative researcher belongs to each achievement. Connect and group.
- step (b) if the research subject is a country, at least one researcher and each institution belonging to the researcher is extracted from each of the obtained achievements, and the country of the extracted institution is checked for each achievement.
- Co-researchers link and group the countries of their institutions.
- step (d) the research subjects belonging to the same research group are cooperative with each other, and the research subjects belonging to different research groups are inferred from each other.
- step (d) is a case in which research subjects belonging to different research groups belonging to different research groups with the achievements related to the technical field exist within a certain period of time. Research subjects infer the correlation between research subjects in a cooperative relationship.
- FIG. 1 is a diagram showing the configuration of a system for inferring correlation between study subjects according to an embodiment of the present invention.
- Figure 2 is a block diagram schematically showing the configuration of the correlation inference apparatus according to an embodiment of the present invention.
- FIG. 3 is a flowchart illustrating a method of inferring correlations between researchers by a correlation inference apparatus according to an embodiment of the present invention.
- FIG. 4 is a flowchart illustrating a method for inferring correlation between institutions by a correlation inference apparatus according to an embodiment of the present invention.
- FIG. 5 is a flowchart illustrating a method of inferring correlations between countries by a correlation inference apparatus according to an exemplary embodiment of the present invention.
- FIG. 1 is a diagram showing the configuration of a system for inferring correlation between study subjects according to an embodiment of the present invention.
- a system for inferring correlation between study subjects includes a user terminal 100, an integrated achievement database server 200, and a correlation inference apparatus 300 that receive technical fields from a user.
- the user terminal 100 refers to a mobile communication terminal such as a smartphone, a wired communication terminal such as a PC, and the like.
- the integrated achievement database server 200 stores at least one achievement of patents, articles, reports, academic data, standards, statistics, and electronic documents for each technical field.
- the correlation inference apparatus 300 searches the integrated achievement database server 200 to obtain the achievements in the technical field. After extracting at least one research subject from each of the obtained achievements, connecting and grouping joint research subjects for each achievement, connecting research groups belonging to the same research subject among the grouped groups, and generating the research group. The correlation between study subjects is inferred based on the research groups.
- the correlation inference apparatus 300 infers the correlation between the research subjects in a cooperative relationship with the research subjects belonging to the same research group, and the research subjects belonging to different research groups in a competitive relationship.
- the correlation inference apparatus 300 is that the researchers who have collaborated with the researcher are the researcher cooperation relationship, the different institutions to which the researcher of the cooperation belongs, the institutional cooperation relationship, and the different countries to which the institutions of the partnership belong. Infer correlation by relationship.
- the user may directly input the technical field through the input unit provided in the correlation inference apparatus 300.
- FIG. 2 is a block diagram schematically illustrating a configuration of a correlation inference apparatus according to an embodiment of the present invention.
- the correlation inference apparatus 300 includes an integrated achievement database 302, an input unit 304, an achievement acquisition unit 306, a research subject extraction and grouping unit 308, and a research group generation unit 310. , A correlation inference unit 312, and a correlation provider 314.
- the input unit 304 directly receives a technical field from a user or receives a technical field input by a user terminal through a communication network.
- the user may input a technical field through the search box, such as 'Semantic Web'.
- the integrated achievement database 302 stores the achievements for each technical field.
- the achievements refer to patents, papers, reports, academic data, standards, statistics, electronic documents, and the like.
- the correlation inference apparatus 300 includes the integrated achievement database 302
- the integrated achievement database 302 may be provided separately.
- the result obtaining unit 306 searches the integrated result database 302 to obtain a result for the technical field. do.
- the achievement obtaining unit 306 searches the integrated achievement database 302 to obtain a achievement for the "Semantic Web".
- the research subject extraction and grouping unit 308 extracts at least one or more research subjects from each of the achievements obtained by the achievement acquisition unit 306, and connects the joint research subjects to each of the achievements for the extracted research subjects. Group.
- the research subject extraction and grouping unit 308 analyzes bibliographic information for each of the obtained achievements, extracts a research subject such as a researcher, an institution, a country, and performs joint research for each achievement on the extracted research subject. Group subjects by connecting them.
- the research subject extraction and grouping unit 308 retrieves bibliographic information to extract an inventor of a researcher, an applicant, or an institution.
- information on the author, affiliation, etc. is included.
- the research subject extraction and grouping unit 308 extracts the author as a researcher and affiliation.
- the research subject extracting and grouping unit 308 extracts at least one or more researchers from each of the obtained achievements, and groups and groups the joint researchers for each achievement.
- the research subject extracting and grouping unit 308 extracts at least one or more researchers from each of the obtained achievements, extracts an institution to which each of the extracted researchers belongs, and then joints for each outcome Group the institution that the researcher belongs to.
- the research subject extraction and grouping unit 308 when the research subject is a country, extracts at least one or more researchers and affiliated institutions of each researcher from each obtained achievement, and confirms the country of the extracted institution For each achievement, group the co-researcher's country in which they belong.
- the research subject extracting and grouping unit 308 may predict the researcher's institution and country by using the telephone number and e-mail address displayed on the result.
- the method of extracting and grouping the research subjects by the research subject extracting group 308 will be described by taking an example in which a total of five achievements are obtained, such as achievements 1, 2, 3, 4 and 5.
- the research subject extraction and grouping unit 308 may include: A1: A, A, B, A, C, A: A, D, A, F, A, A, A, A, A Researcher I, Researcher J, Researcher K, and Outcome 5: Investigator L, Researcher F, and Researcher C are extracted from each researcher.
- the research subject extraction and grouping unit 308 connects researchers by each achievement, and the first group: Researcher A-Researcher B-Researcher C, and the second group: Researcher D-Researcher F-Researcher C, Group 3: Researcher G-Researcher H-Researcher B, Group 4: Researcher I-Researcher J-Researcher K, Group 5: Researcher L-Researcher F-Researcher C.
- the study group generator 310 generates a study group by connecting groups belonging to the same study subject among the groups grouped by the study subject extracting and grouping unit 308. That is, the research group generation unit 310 creates a research group by connecting groups until the same researcher does not belong to different groups.
- the correlation inference unit 312 infers the correlation between the research subjects in a cooperative relationship with the research subjects belonging to the same research group and the competition in the research subjects belonging to different research groups.
- the research group generator 310 sequentially checks whether the researcher belonging to each group belongs to the other group.
- the research group generator 310 sequentially checks whether the research group belonging to the first group belongs to another group.
- the research group generator 310 connects the first group, the second group, and the fifth group in which the researcher C exists. do. Then, three groups are created: Researcher A-Researcher B-Researcher C-Researcher D-Researcher F-Researcher L, Researcher G-Researcher H-Researcher B, Researcher I-Researcher J-Researcher K.
- Researcher B joins the existing groups, Researcher A-Researcher B-Researcher C-Researcher D-Researcher F-Researcher L-Researcher G-Researcher H-Researcher I-Researcher J- A second research group containing Researcher K is created.
- the correlation inference unit 312 infers the correlation between the research subjects in a cooperative relationship between researchers belonging to each research group, and competition among researchers belonging to different research groups.
- the correlation inference unit 312 is a researcher A, Researcher B, Researcher C, Researcher D, Researcher F, Researcher L, Researcher G, Researcher H belonging to the first research group, and the first research group We infer that there is a competition between researchers belonging to and researchers belonging to the second research group.
- the correlation inference unit 312 may infer the competition in the case of a research subject in which the achievements related to the technical field among the research subjects belonging to different research groups exist within a predetermined time period. Can be.
- a method is provided when extracting a researcher of a competition for a specific researcher.
- a researcher of different groups is formed by creating a researcher's research group based on recent achievements. They infer that they are competing with each other.
- FIG. 1 is a diagram showing the configuration of a system for inferring correlation between study subjects according to an embodiment of the present invention.
- a system for inferring correlation between study subjects includes a user terminal 100, an integrated achievement database server 200, and a correlation inference apparatus 300 that receive technical fields from a user.
- the user terminal 100 refers to a mobile communication terminal such as a smartphone, a wired communication terminal such as a PC, and the like.
- the integrated achievement database server 200 stores at least one achievement of patents, articles, reports, academic data, standards, statistics, and electronic documents for each technical field.
- the correlation inference apparatus 300 searches the integrated achievement database server 200 to obtain the achievements in the technical field. After extracting at least one research subject from each of the obtained achievements, connecting and grouping joint research subjects for each achievement, connecting research groups belonging to the same research subject among the grouped groups, and generating the research group. The correlation between study subjects is inferred based on the research groups.
- the correlation inference apparatus 300 infers the correlation between the research subjects in a cooperative relationship with the research subjects belonging to the same research group, and the research subjects belonging to different research groups in a competitive relationship.
- the correlation inference apparatus 300 is that the researchers who have collaborated with the researcher are the researcher cooperation relationship, the different institutions to which the researcher of the cooperation belongs, the institutional cooperation relationship, and the different countries to which the institutions of the partnership belong. Infer correlation by relationship.
- the user may directly input the technical field through the input unit provided in the correlation inference apparatus 300.
- FIG. 2 is a block diagram schematically illustrating a configuration of a correlation inference apparatus according to an embodiment of the present invention.
- the correlation inference apparatus 300 includes an integrated achievement database 302, an input unit 304, an achievement acquisition unit 306, a research subject extraction and grouping unit 308, and a research group generation unit 310. , A correlation inference unit 312, and a correlation provider 314.
- the input unit 304 directly receives a technical field from a user or receives a technical field input by a user terminal through a communication network.
- the user may input a technical field through the search box, such as 'Semantic Web'.
- the integrated achievement database 302 stores the achievements for each technical field.
- the achievements refer to patents, papers, reports, academic data, standards, statistics, electronic documents, and the like.
- the correlation inference apparatus 300 includes the integrated achievement database 302
- the integrated achievement database 302 may be provided separately.
- the result obtaining unit 306 searches the integrated result database 302 to obtain a result for the technical field. do.
- the achievement obtaining unit 306 searches the integrated achievement database 302 to obtain a achievement for the "Semantic Web".
- the research subject extraction and grouping unit 308 extracts at least one or more research subjects from each of the achievements obtained by the achievement acquisition unit 306, and connects the joint research subjects to each of the achievements for the extracted research subjects. Group.
- the research subject extraction and grouping unit 308 analyzes bibliographic information for each of the obtained achievements, extracts a research subject such as a researcher, an institution, a country, and performs joint research for each achievement on the extracted research subject. Group subjects by connecting them.
- the research subject extraction and grouping unit 308 retrieves bibliographic information to extract an inventor of a researcher, an applicant, or an institution.
- information on the author, affiliation, etc. is included.
- the research subject extraction and grouping unit 308 extracts the author as a researcher and affiliation.
- the research subject extracting and grouping unit 308 extracts at least one or more researchers from each of the obtained achievements, and groups and groups the joint researchers for each achievement.
- the research subject extracting and grouping unit 308 extracts at least one or more researchers from each of the obtained achievements, extracts an institution to which each of the extracted researchers belongs, and then joints for each outcome Group the institution that the researcher belongs to.
- the research subject extraction and grouping unit 308 if the research subject is a country, extracts at least one or more researchers and affiliated institutions of each researcher from each obtained achievement, and confirms the country of the extracted institution For each achievement, group the co-researcher's country in which they belong.
- the research subject extracting and grouping unit 308 may predict the researcher's institution and country by using the telephone number and e-mail address displayed on the result.
- the method of extracting and grouping the research subjects by the research subject extracting group 308 will be described by taking an example in which a total of five achievements are obtained, such as achievements 1, 2, 3, 4 and 5.
- the research subject extraction and grouping unit 308 may include: A1: A, A, B, A, C, A: A, D, A, F, A, A, A, A, A Researcher I, Researcher J, Researcher K, and Outcome 5: Investigator L, Researcher F, and Researcher C are extracted from each researcher.
- the research subject extraction and grouping unit 308 connects researchers by each achievement, and the first group: Researcher A-Researcher B-Researcher C, and the second group: Researcher D-Researcher F-Researcher C, Group 3: Researcher G-Researcher H-Researcher B, Group 4: Researcher I-Researcher J-Researcher K, Group 5: Researcher L-Researcher F-Researcher C.
- the study group generator 310 generates a study group by connecting groups belonging to the same study subject among the groups grouped by the study subject extracting and grouping unit 308. That is, the research group generation unit 310 creates a research group by connecting groups until the same researcher does not belong to different groups.
- the correlation inference unit 312 infers the correlation between the research subjects in a cooperative relationship with the research subjects belonging to the same research group and the competition in the research subjects belonging to different research groups.
- the research group generator 310 sequentially checks whether the researcher belonging to each group belongs to the other group.
- the research group generator 310 sequentially checks whether the research group belonging to the first group belongs to another group.
- the research group generator 310 connects the first group, the second group, and the fifth group in which the researcher C exists. do. Then, three groups are created: Researcher A-Researcher B-Researcher C-Researcher D-Researcher F-Researcher L, Researcher G-Researcher H-Researcher B, Researcher I-Researcher J-Researcher K.
- Researcher B joins the existing groups, Researcher A-Researcher B-Researcher C-Researcher D-Researcher F-Researcher L-Researcher G-Researcher H-Researcher I-Researcher J- A second research group containing Researcher K is created.
- the correlation inference unit 312 infers the correlation between the research subjects in a cooperative relationship between researchers belonging to each research group, and competition among researchers belonging to different research groups.
- the correlation inference unit 312 is a researcher A, Researcher B, Researcher C, Researcher D, Researcher F, Researcher L, Researcher G, Researcher H belonging to the first research group, and the first research group We infer that there is a competition between researchers belonging to and researchers belonging to the second research group.
- the correlation inference unit 312 may infer the competition in the case of a research subject in which the achievements related to the technical field among the research subjects belonging to different research groups exist within a predetermined time period. Can be.
- a method is provided when extracting a researcher of a competition for a specific researcher.
- a researcher of different groups is formed by creating a researcher's research group based on recent achievements. They infer that they are competing with each other.
- FIG. 3 is a flowchart illustrating a method of inferring correlations between researchers by a correlation inference apparatus according to an embodiment of the present invention.
- the correlation inference apparatus searches for a previously stored integrated achievement database to obtain a result for the technical field (S302).
- the correlation inference apparatus extracts each of at least one or more researchers from the obtained achievements (S306).
- the correlation inference apparatus connects and groups the joint researchers for each achievement (S308), and creates a research group by connecting groups belonging to the same researcher among the grouped groups (S310).
- the correlation inference apparatus After performing the S310, the correlation inference apparatus infers the correlation between the research subjects in a cooperative relationship between researchers belonging to the same research group and competition among researchers belonging to different research groups (S312).
- the correlation inference apparatus provides the inferred correlation to the user along with the result (S314).
- the correlation inference apparatus If it is determined in S304 that correlation inference between researchers is not requested, the correlation inference apparatus provides the obtained result to the user (S316).
- FIG. 4 is a flowchart illustrating a method of inferring correlation between institutions by a correlation inference apparatus according to an embodiment of the present invention.
- the correlation inference apparatus searches for a previously stored integrated achievement database to obtain a result for the technical field (S402).
- the correlation inference apparatus extracts each of at least one or more researchers from the obtained achievements (S406).
- the correlation inference apparatus extracts affiliated institutions of each researcher for each achievement (S408), and groups the joint researchers to which they belong. At this time, the correlation inference apparatus extracts the researcher, the institution of the researcher based on the bibliographic information of each achievement. If the institution cannot be found in the bibliographic information of each achievement, the researcher's institution is predicted by using the telephone number and email address displayed on the achievement.
- the correlation inference apparatus After performing S410, the correlation inference apparatus creates a research group by connecting groups belonging to the same institution among the grouped groups (S412).
- the correlation inference apparatus infers the correlation between the institutions in the cooperative relationship between the institutions belonging to the same research group, the competition between the institutions belonging to different research groups (S414).
- the correlation inference apparatus provides the inferred correlation to the user along with the result (S416).
- the correlation inference apparatus provides the obtained result to the user (S418).
- FIG. 5 is a flowchart illustrating a method of inferring correlations between countries by a correlation inference apparatus according to an exemplary embodiment of the present invention.
- the correlation inference apparatus searches for a pre-stored integrated achievement database to obtain a result for the technical field (S502).
- the correlation inference apparatus extracts at least one researcher and an institution to which each researcher belongs from the obtained achievements (S506).
- the correlation inference apparatus checks the country of the institution to which each researcher belongs (S508), and groups the countries of the institution to which the collaborative researcher belongs to each achievement (S510). In this case, the correlation inference apparatus extracts a researcher, a research institution, and a country based on bibliographic information of each result. If the country cannot be found in the bibliographic information of each achievement, the researcher's institution is predicted by using the telephone number and e-mail address displayed on the achievement, and the country is predicted by using the institution information.
- the correlation inference apparatus After performing S510, the correlation inference apparatus creates a research group by connecting groups belonging to the same institution among the grouped groups (S512).
- the correlation inference apparatus After performing S512, the correlation inference apparatus infers a correlation between countries in a cooperative relationship between countries belonging to the same research group and a competition between countries belonging to different research groups (S514).
- the correlation inference apparatus provides the inferred correlation with the achievement to the user (S416).
- the correlation inference apparatus If it is determined in S504 that correlation inference between countries is not requested, the correlation inference apparatus provides the obtained result to the user (S418).
- the system and method for inferring the correlation between the research subjects of the present invention are suitable for the high necessity of identifying the cooperation / competition relationship between the research subjects by providing the correlation between the achievements and the research subjects according to the technical field.
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Abstract
La présente invention concerne un système et un procédé qui permettent de déduire une corrélation entre des objets de recherche, et ledit procédé se déroule de la manière suivante : lorsqu'une demande de déduction de corrélation est faite sur des objets de recherche dans le domaine technique qui est saisi par un utilisateur et sur un serveur de base de données de produits intégré qui contient au moins un produit parmi des brevets, des comptes rendus, de la documentation universitaire, des normes, des statistiques et des documents électroniques provenant du domaine technique, le serveur de base de données de produits intégré est exploré et le produit correspondant au domaine technique est obtenu ; au moins un objet de recherche est extrait de chacun des produits obtenus, et les objets de recherche communs sont reliés et groupés pour chaque type de produit ; un groupe de recherche est créé par la liaison de ceux desdits groupes qui comportent des objets de recherche identiques ; et la corrélation entre les objets de recherche est déduite sur la base du groupe de recherche créé. En conséquence, grâce à la présente invention, la corrélation entre des produits conformes au domaine technique et les objets de recherche est concentrée et présentée, ce qui permet une identification facile de la relation de coopération ou de concurrence entre les objets de recherche.
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| KR10-2010-0108022 | 2010-11-02 | ||
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| KR101334714B1 (ko) * | 2011-06-30 | 2013-11-29 | 한국과학기술정보연구원 | 자질집합 확장 시스템 및 방법 |
| KR101334711B1 (ko) | 2011-06-30 | 2013-11-29 | 한국과학기술정보연구원 | 유망 연구주체 판단 시스템 및 방법 |
| KR101143466B1 (ko) | 2011-09-26 | 2012-05-10 | 한국과학기술정보연구원 | 연구 연관도 서비스 제공 방법 및 시스템 |
| KR101137973B1 (ko) * | 2011-11-02 | 2012-04-20 | 한국과학기술정보연구원 | 연관기술 서비스 제공 방법 및 시스템 |
| KR102525888B1 (ko) * | 2021-04-05 | 2023-04-25 | 건국대학교 산학협력단 | 특허 데이터 기반의 발명자 그룹 발굴 장치 및 방법 |
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| JP2007323622A (ja) * | 2006-05-31 | 2007-12-13 | Tokuaki Matsuo | 研究者支援システム |
| KR20090067398A (ko) * | 2007-12-21 | 2009-06-25 | 한국과학기술정보연구원 | 정보 분석 시스템 및 그 방법 |
| KR20090069874A (ko) * | 2007-12-26 | 2009-07-01 | 한국과학기술정보연구원 | 지식맵 분석을 위한 키워드 선정 및 유사도계수 선정 방법및 그 시스템과 그 방법에 대한 컴퓨터 프로그램을 저장한기록매체 |
| KR100918847B1 (ko) * | 2007-10-15 | 2009-09-28 | 한국전자통신연구원 | 온톨로지 인스턴스 자동 생성 장치 및 방법 |
| KR100964635B1 (ko) * | 2009-04-27 | 2010-06-22 | 한국과학기술정보연구원 | 지식정보의 계량화를 통한 유망연구영역 선정방법 |
-
2010
- 2010-11-02 KR KR1020100108022A patent/KR101035040B1/ko active Active
- 2010-11-16 WO PCT/KR2010/008116 patent/WO2012060502A1/fr not_active Ceased
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007323622A (ja) * | 2006-05-31 | 2007-12-13 | Tokuaki Matsuo | 研究者支援システム |
| KR100918847B1 (ko) * | 2007-10-15 | 2009-09-28 | 한국전자통신연구원 | 온톨로지 인스턴스 자동 생성 장치 및 방법 |
| KR20090067398A (ko) * | 2007-12-21 | 2009-06-25 | 한국과학기술정보연구원 | 정보 분석 시스템 및 그 방법 |
| KR20090069874A (ko) * | 2007-12-26 | 2009-07-01 | 한국과학기술정보연구원 | 지식맵 분석을 위한 키워드 선정 및 유사도계수 선정 방법및 그 시스템과 그 방법에 대한 컴퓨터 프로그램을 저장한기록매체 |
| KR100964635B1 (ko) * | 2009-04-27 | 2010-06-22 | 한국과학기술정보연구원 | 지식정보의 계량화를 통한 유망연구영역 선정방법 |
Also Published As
| Publication number | Publication date |
|---|---|
| KR101035040B1 (ko) | 2011-05-19 |
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