CN114586012B - 用于分布式知识库的基于本体的数据存储 - Google Patents

用于分布式知识库的基于本体的数据存储 Download PDF

Info

Publication number
CN114586012B
CN114586012B CN202080070094.3A CN202080070094A CN114586012B CN 114586012 B CN114586012 B CN 114586012B CN 202080070094 A CN202080070094 A CN 202080070094A CN 114586012 B CN114586012 B CN 114586012B
Authority
CN
China
Prior art keywords
query
data
ontology
operations
concepts
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202080070094.3A
Other languages
English (en)
Chinese (zh)
Other versions
CN114586012A (zh
Inventor
A.夸尔马
F.奥兹坎
R.阿罗泰比
雷川
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
Original Assignee
International Business Machines Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by International Business Machines Corp filed Critical International Business Machines Corp
Publication of CN114586012A publication Critical patent/CN114586012A/zh
Application granted granted Critical
Publication of CN114586012B publication Critical patent/CN114586012B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • 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
    • G06F16/36—Creation of semantic tools, e.g. ontology or thesauri
    • G06F16/367—Ontology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/901—Indexing; Data structures therefor; Storage structures
    • G06F16/9024—Graphs; Linked lists
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/903—Querying
    • G06F16/9035—Filtering based on additional data, e.g. user or group profiles
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/903—Querying
    • G06F16/9038—Presentation of query results
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2323—Non-hierarchical techniques based on graph theory, e.g. minimum spanning trees [MST] or graph cuts
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/38—Concurrent instruction execution, e.g. pipeline or look ahead
    • G06F9/3885—Concurrent instruction execution, e.g. pipeline or look ahead using a plurality of independent parallel functional units
    • G06F9/3889—Concurrent instruction execution, e.g. pipeline or look ahead using a plurality of independent parallel functional units controlled by multiple instructions, e.g. MIMD, decoupled access or execute
    • G06F9/3891—Concurrent instruction execution, e.g. pipeline or look ahead using a plurality of independent parallel functional units controlled by multiple instructions, e.g. MIMD, decoupled access or execute organised in groups of units sharing resources, e.g. clusters
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Animal Behavior & Ethology (AREA)
  • Evolutionary Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Discrete Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN202080070094.3A 2019-10-07 2020-09-30 用于分布式知识库的基于本体的数据存储 Active CN114586012B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/594,391 US12387112B2 (en) 2019-10-07 2019-10-07 Ontology-based data storage for distributed knowledge bases
US16/594,391 2019-10-07
PCT/IB2020/059141 WO2021070013A1 (en) 2019-10-07 2020-09-30 Ontology-based data storage for distributed knowledge bases

Publications (2)

Publication Number Publication Date
CN114586012A CN114586012A (zh) 2022-06-03
CN114586012B true CN114586012B (zh) 2025-07-11

Family

ID=75273634

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202080070094.3A Active CN114586012B (zh) 2019-10-07 2020-09-30 用于分布式知识库的基于本体的数据存储

Country Status (6)

Country Link
US (1) US12387112B2 (https=)
JP (1) JP7546664B2 (https=)
CN (1) CN114586012B (https=)
DE (1) DE112020004815T5 (https=)
GB (1) GB2604770A (https=)
WO (1) WO2021070013A1 (https=)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12387112B2 (en) 2019-10-07 2025-08-12 International Business Machines Corporation Ontology-based data storage for distributed knowledge bases
US11762889B2 (en) * 2020-05-06 2023-09-19 Jpmorgan Chase Bank, N.A. Method and apparatus for implementing an automatic data ingestion module
US11816102B2 (en) * 2020-08-12 2023-11-14 Oracle International Corporation Natural language query translation based on query graphs
US11842058B2 (en) * 2021-09-30 2023-12-12 EMC IP Holding Company LLC Storage cluster configuration
CN115114485B (zh) * 2022-05-19 2024-11-26 腾讯科技（深圳）有限公司 一种超图结构的处理方法、装置、设备、介质及程序产品
KR102884699B1 (ko) * 2022-08-31 2025-11-10 서울대학교산학협력단 지식 기반 질의 응답을 위한 구조적 주의 집중 기제 기반의 추론 방법 및 이를 수행하기 위한 컴퓨팅 장치
US20240289384A1 (en) * 2023-02-22 2024-08-29 Google Llc Local Node Embeddings for Heterogeneous Graphs
CN120018106A (zh) * 2023-11-14 2025-05-16 华为技术有限公司 通信方法及装置

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108984308A (zh) * 2018-07-25 2018-12-11 国网山东省电力公司信息通信公司 一种基于工作负载的云数据处理方法及系统

Family Cites Families (55)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7200563B1 (en) * 1999-08-20 2007-04-03 Acl International Inc. Ontology-driven information system
CA2533167A1 (en) 2003-07-22 2005-01-27 Kinor Technologies Inc. Information access using ontologies
US20050091241A1 (en) 2003-10-28 2005-04-28 International Business Machines Corporation Method for organizing analytic data for incremental knowledge management using graphs
US7433876B2 (en) 2004-02-23 2008-10-07 Radar Networks, Inc. Semantic web portal and platform
US8126870B2 (en) 2005-03-28 2012-02-28 Sybase, Inc. System and methodology for parallel query optimization using semantic-based partitioning
US20070038609A1 (en) 2005-08-11 2007-02-15 William Wu System and method of query paraphrasing
US7730079B2 (en) 2005-08-30 2010-06-01 Microsoft Corporation Query comprehensions
US8060931B2 (en) 2006-09-08 2011-11-15 Microsoft Corporation Security authorization queries
US7693900B2 (en) 2006-09-27 2010-04-06 The Boeing Company Querying of distributed databases using neutral ontology model for query front end
US9015342B2 (en) 2007-01-22 2015-04-21 Xerox Corporation Two-level structured overlay design for cluster management in a peer-to-peer network
US10311442B1 (en) * 2007-01-22 2019-06-04 Hydrojoule, LLC Business methods and systems for offering and obtaining research services
US8010567B2 (en) 2007-06-08 2011-08-30 GM Global Technology Operations LLC Federated ontology index to enterprise knowledge
CN101593180A (zh) 2008-05-30 2009-12-02 国际商业机器公司 将sparql查询转化成sql查询的方法和装置
AU2009298151B2 (en) * 2008-10-03 2015-07-16 Benefitfocus.Com, Inc. Systems and methods for automatic creation of agent-based systems
EP2583195B1 (en) 2010-06-21 2019-11-27 Telefonaktiebolaget LM Ericsson (publ) Method and server for handling database queries
US8812653B2 (en) 2010-08-05 2014-08-19 Novell, Inc. Autonomous intelligent workload management
CA2741212C (en) 2011-05-27 2020-12-08 Ibm Canada Limited - Ibm Canada Limitee Automated self-service user support based on ontology analysis
CN102915304B (zh) 2011-08-01 2016-02-24 日电（中国）有限公司 文档检索设备和方法
US8918431B2 (en) * 2011-09-09 2014-12-23 Sri International Adaptive ontology
CN102542027B (zh) 2011-12-22 2014-09-17 北京航空航天大学深圳研究院 一种基于关系模式学习本体的数据集成系统的构建方法
US9406018B2 (en) * 2012-01-31 2016-08-02 Infosys Limited Systems and methods for semantic data integration
CN103714098B (zh) 2012-09-29 2018-10-23 伊姆西公司 用于对数据库进行分区的方法和系统
US9875289B2 (en) 2013-03-07 2018-01-23 Highfleet, Inc. Remote knowledge server apparatus and method thereof
US9721020B2 (en) 2013-07-31 2017-08-01 International Business Machines Corporation Search query obfuscation via broadened subqueries and recombining
IN2013MU02617A (https=) 2013-08-08 2015-06-12 Subramanian JAYAKUMAR
US9547640B2 (en) 2013-10-16 2017-01-17 International Business Machines Corporation Ontology-driven annotation confidence levels for natural language processing
RU2564629C1 (ru) 2014-03-31 2015-10-10 Общество с ограниченной ответственностью "Аби ИнфоПоиск" Способ кластеризации результатов поиска в зависимости от семантики
WO2015184221A1 (en) * 2014-05-30 2015-12-03 Georgetown University A process and framework for facilitating information sharing using a distributed hypergraph
US9715488B2 (en) * 2014-10-06 2017-07-25 International Business Machines Corporation Natural language processing utilizing transaction based knowledge representation
US20160224569A1 (en) 2015-02-03 2016-08-04 General Electric Company System and method for automatically publishing a web form from a semantic query
CN104778277A (zh) 2015-04-30 2015-07-15 福州大学 一种基于Redis的RDF数据分布式存储和查询方法
US10572539B2 (en) * 2015-05-01 2020-02-25 Vladimir Cher Noble Ecosystem-patterned user-centric information and interaction network
US20170075953A1 (en) 2015-09-11 2017-03-16 Google Inc. Handling failures in processing natural language queries
EP3142029A1 (en) 2015-09-11 2017-03-15 Google, Inc. Disambiguating join paths for natural language queries
US9727554B2 (en) * 2015-11-24 2017-08-08 International Business Machines Corporation Knowledge-based editor with natural language interface
WO2017100356A1 (en) 2015-12-07 2017-06-15 Data4Cure, Inc. A method and system for ontology-based dynamic learning and knowledge integration from measurement data and text
CN105893483A (zh) 2016-03-29 2016-08-24 天津贝德曼科技有限公司 大数据挖掘过程模型总体框架的构造方法
US11250344B2 (en) * 2016-07-07 2022-02-15 Hcl Technologies Limited Machine learning based analytics platform
CN106294757B (zh) 2016-08-11 2019-09-10 上海交通大学 一种基于超图划分的分布式数据库及其集群分区方法
US10891326B2 (en) * 2017-01-05 2021-01-12 International Business Machines Corporation Representation of a data analysis using a flow graph
US11461318B2 (en) 2017-02-28 2022-10-04 Microsoft Technology Licensing, Llc Ontology-based graph query optimization
US11170306B2 (en) * 2017-03-03 2021-11-09 International Business Machines Corporation Rich entities for knowledge bases
US11036732B2 (en) 2017-03-28 2021-06-15 International Business Machines Corporation Subquery predicate generation to reduce processing in a multi-table join
US11645314B2 (en) 2017-08-17 2023-05-09 International Business Machines Corporation Interactive information retrieval using knowledge graphs
CN107491561B (zh) 2017-09-25 2020-05-26 北京航空航天大学 一种基于本体的城市交通异构数据集成系统及方法
CN107886107B (zh) 2017-09-26 2021-03-30 赵淦森 一种大数据的融合方法、系统和装置
US11593366B2 (en) 2017-12-22 2023-02-28 Teradata Us, Inc. Techniques for pushing joins into union all views
US10445422B2 (en) * 2018-02-09 2019-10-15 Microsoft Technology Licensing, Llc Identification of sets and manipulation of set data in productivity applications
US20190295001A1 (en) 2018-03-21 2019-09-26 International Business Machines Corporation Cognitive data curation in a computing environment
US10810202B2 (en) 2018-06-14 2020-10-20 Microsoft Technology Licensing, Llc Execution plan stitching
CN110169040B (zh) * 2018-07-10 2021-09-28 深圳花儿数据技术有限公司 基于多层一致性哈希的分布式数据存储方法与系统
EP3837619A4 (en) * 2018-08-14 2022-04-13 HRL Laboratories, LLC HYPERGRAPH-BASED METHOD FOR SEGMENTING AND GROUPING CUSTOMER CONSIDERATIONS FOR VEHICLES
CN110069668B (zh) 2019-04-09 2021-12-14 青海省科学技术信息研究所有限公司 一种基于农业大数据知识库管理系统及其功能设计方法
US20210103586A1 (en) 2019-10-07 2021-04-08 International Business Machines Corporation Ontology-based query routing for distributed knowledge bases
US12387112B2 (en) 2019-10-07 2025-08-12 International Business Machines Corporation Ontology-based data storage for distributed knowledge bases

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108984308A (zh) * 2018-07-25 2018-12-11 国网山东省电力公司信息通信公司 一种基于工作负载的云数据处理方法及系统

Also Published As

Publication number Publication date
JP2022551253A (ja) 2022-12-08
JP7546664B2 (ja) 2024-09-06
DE112020004815T5 (de) 2022-06-15
CN114586012A (zh) 2022-06-03
WO2021070013A1 (en) 2021-04-15
US20210103827A1 (en) 2021-04-08
US12387112B2 (en) 2025-08-12
GB2604770A (en) 2022-09-14

Similar Documents

Publication Publication Date Title
CN114586028B (zh) 用于分布式知识库的基于本体的查询路由
CN114586012B (zh) 用于分布式知识库的基于本体的数据存储
US11727000B2 (en) System and method for reducing resource usage in a data retrieval process
US10599719B2 (en) System and method for providing prediction-model-based generation of a graph data model
US10223417B1 (en) System and method for reducing query-related resource usage in a data retrieval process
De Virgilio et al. Model-driven design of graph databases
US20170147287A1 (en) Matrix Ordering for Cache Efficiency in Performing Large Sparse Matrix Operations
CN105210058A (zh) 使用多个引擎来进行图查询处理
JP6805765B2 (ja) ソフトウェアサービスの実行のためのシステム、方法、及びプログラム
US12282477B2 (en) Method for implementing data triplestore over a cloud analytical data store
AU2024205714A1 (en) Multi-source-type interoperability and/or information retrieval optimization
Futia et al. Training neural language models with sparql queries for semi-automatic semantic mapping
CN116226421A (zh) 一种基于图神经网络的多模态元数据表征方法及系统
Angelis et al. Generating and exploiting semantically enriched, integrated, linked and open museum data
Alkowaileet et al. Large-scale complex analytics on semi-structured datasets using AsterixDB and Spark
Chiu et al. Enabling ad hoc queries over low-level scientific data sets
Rabhi et al. Towards an ontology-based data access system for aggregated search
Zhang et al. Current and future challenges of geospatial semantic web
Maccioni Flexible query answering over graph-modeled data
Mammo Distributed SPARQL over Big RDF Data, A Comparative Analysis Using Presto and MapReduce
Lehner et al. Web-Scale Analytics for BIG Data

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant