CN113168422B - 使用人工智能/机器学习自动完成ics流程的系统和方法 - Google Patents

使用人工智能/机器学习自动完成ics流程的系统和方法 Download PDF

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Publication number
CN113168422B
CN113168422B CN201980077673.8A CN201980077673A CN113168422B CN 113168422 B CN113168422 B CN 113168422B CN 201980077673 A CN201980077673 A CN 201980077673A CN 113168422 B CN113168422 B CN 113168422B
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flow
integrated
integration
ics
user
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CN113168422A (zh
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S·N·安德拉比
R·莫迪
V·穆哈拉姆
M·帕拉尼萨米
M·黄
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Oracle International Corp
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    • 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
    • G06F16/907—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/908—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • 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
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/231—Hierarchical techniques, i.e. dividing or merging pattern sets so as to obtain a dendrogram
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/30—Creation or generation of source code
    • G06F8/34—Graphical or visual programming
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/046—Forward inferencing; Production systems
    • G06N5/047—Pattern matching networks; Rete networks
    • 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
    • G06F9/46—Multiprogramming arrangements
    • G06F9/461—Saving or restoring of program or task context

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Library & Information Science (AREA)
  • Medical Informatics (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Stored Programmes (AREA)
CN201980077673.8A 2018-10-18 2019-10-15 使用人工智能/机器学习自动完成ics流程的系统和方法 Active CN113168422B (zh)

Applications Claiming Priority (9)

Application Number Priority Date Filing Date Title
IN201841039490 2018-10-18
IN201841039490 2018-10-18
US16/566,490 US11556733B2 (en) 2018-10-18 2019-09-10 System and method for auto-completion of ICS flow using artificial intelligence/machine learning
US16/566,504 US12517958B2 (en) 2018-10-18 2019-09-10 System and method for next step prediction of ICS flow using artificial intelligence/machine learning
US16/566,511 2019-09-10
US16/566,504 2019-09-10
US16/566,490 2019-09-10
US16/566,511 US12314327B2 (en) 2018-10-18 2019-09-10 System and method for next object prediction for ics flow using artificial intelligence/machine learning
PCT/US2019/056364 WO2020081587A1 (en) 2018-10-18 2019-10-15 System and method for auto-completion of ics flow using artificial intelligence/machine learning

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Publication Number Publication Date
CN113168422A CN113168422A (zh) 2021-07-23
CN113168422B true CN113168422B (zh) 2025-03-14

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US (3) US12314327B2 (https=)
EP (1) EP3867776A1 (https=)
JP (3) JP7502283B2 (https=)
CN (1) CN113168422B (https=)
WO (2) WO2020081587A1 (https=)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12314327B2 (en) 2018-10-18 2025-05-27 Oracle International Corporation System and method for next object prediction for ics flow using artificial intelligence/machine learning
CN111381940B (zh) 2020-05-29 2020-08-25 上海冰鉴信息科技有限公司 分布式数据处理方法及装置
US11824837B2 (en) * 2020-07-15 2023-11-21 Sap Se End user creation of trusted integration pathways between different enterprise systems
US11973657B2 (en) 2020-10-21 2024-04-30 Accenture Global Solutions Limited Enterprise management system using artificial intelligence and machine learning for technology analysis and integration
US11902398B2 (en) 2021-06-22 2024-02-13 Bizdata Inc. System and method to integrate data from one application to another application
US20230385108A1 (en) * 2022-05-24 2023-11-30 Oracle International Corporation System and method for dynamic throttling of workflows based on integrated applications
CN115907690A (zh) * 2022-12-27 2023-04-04 中电信数智科技有限公司 一种基于微服务SaaS的企业团队协作工作系统
KR102853472B1 (ko) * 2024-10-21 2025-09-01 주식회사 Lg 경영개발원 라이선스 에이전트를 기초로 저작권 분쟁이 방지된 웹 내비게이션 서비스를 제공하는 방법 및 시스템

Family Cites Families (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7076762B2 (en) 2002-03-22 2006-07-11 Sun Microsystems, Inc. Design and redesign of enterprise applications
US8468244B2 (en) * 2007-01-05 2013-06-18 Digital Doors, Inc. Digital information infrastructure and method for security designated data and with granular data stores
US10419722B2 (en) 2009-04-28 2019-09-17 Whp Workflow Solutions, Inc. Correlated media source management and response control
US8607190B2 (en) 2009-10-23 2013-12-10 International Business Machines Corporation Automation of software application engineering using machine learning and reasoning
US8429548B2 (en) * 2010-02-18 2013-04-23 National Instruments Corporation Automatically suggesting graphical program elements for inclusion in a graphical program
US20130080584A1 (en) 2011-09-23 2013-03-28 SnapLogic, Inc Predictive field linking for data integration pipelines
US20140282489A1 (en) 2013-03-15 2014-09-18 Tibco Software Inc. Predictive System for Deploying Enterprise Applications
US9244658B2 (en) * 2013-06-04 2016-01-26 Microsoft Technology Licensing, Llc Multi-step auto-completion model for software development environments
US9535902B1 (en) 2013-06-28 2017-01-03 Digital Reasoning Systems, Inc. Systems and methods for entity resolution using attributes from structured and unstructured data
US10592068B1 (en) * 2014-03-27 2020-03-17 Amazon Technologies, Inc. Graphic composer for service integration
US10169720B2 (en) * 2014-04-17 2019-01-01 Sas Institute Inc. Systems and methods for machine learning using classifying, clustering, and grouping time series data
US10496927B2 (en) * 2014-05-23 2019-12-03 DataRobot, Inc. Systems for time-series predictive data analytics, and related methods and apparatus
US9392112B2 (en) * 2014-05-27 2016-07-12 Genesys Telecommunications Laboratories, Inc. Flow designer for contact centers
CN104239058A (zh) 2014-09-22 2014-12-24 山东省计算中心（国家超级计算济南中心） 一种面向复用的软件需求建模及演化方法
US10417355B1 (en) * 2015-03-13 2019-09-17 The Mathworks, Inc. Systems and methods for constructing and modifying computer models
US10324697B2 (en) 2015-06-04 2019-06-18 Oracle International Corporation System and method for importing and extorting an integration flow in a cloud-based integration platform
US10304222B2 (en) * 2015-06-05 2019-05-28 Oracle International Corporation System and method for graphically displaying recommended mappings in an integration cloud service design time
US10372773B2 (en) * 2015-06-05 2019-08-06 Oracle International Corporation System and method for providing recommended mappings for use by a mapper in an integration cloud service design time
US9792281B2 (en) 2015-06-15 2017-10-17 Microsoft Technology Licensing, Llc Contextual language generation by leveraging language understanding
US11175910B2 (en) 2015-12-22 2021-11-16 Opera Solutions Usa, Llc System and method for code and data versioning in computerized data modeling and analysis
WO2017112864A1 (en) 2015-12-22 2017-06-29 Opera Solutions U.S.A., Llc System and method for rapid development and deployment of reusable analytic code for use in computerized data modeling and analysis
US10621677B2 (en) * 2016-04-25 2020-04-14 Intuit Inc. Method and system for applying dynamic and adaptive testing techniques to a software system to improve selection of predictive models for personalizing user experiences in the software system
US10423393B2 (en) * 2016-04-28 2019-09-24 Microsoft Technology Licensing, Llc Intelligent flow designer
US20170316363A1 (en) * 2016-04-28 2017-11-02 Microsoft Technology Licensing, Llc Tailored recommendations for a workflow development system
US10466863B1 (en) * 2016-06-01 2019-11-05 Google Llc Predictive insertion of graphical objects in a development environment
US10402740B2 (en) 2016-07-29 2019-09-03 Sap Se Natural interactive user interface using artificial intelligence and freeform input
CN108701257B (zh) * 2016-08-22 2023-01-06 甲骨文国际公司 用于实时可视模拟内的动态、增量推荐的系统和方法
US10248387B2 (en) * 2016-09-21 2019-04-02 Shridhar V. Bharthulwar Integrated system for software application development
US11386336B2 (en) 2016-10-06 2022-07-12 The Dun And Bradstreet Corporation Machine learning classifier and prediction engine for artificial intelligence optimized prospect determination on win/loss classification
US20190205792A1 (en) * 2016-11-02 2019-07-04 Intel Corporation Automated generation of workflows
US10956821B2 (en) * 2016-11-29 2021-03-23 International Business Machines Corporation Accurate temporal event predictive modeling
US11595413B2 (en) 2018-03-01 2023-02-28 Tausight, Inc. Resilient management of resource utilization
US11625647B2 (en) * 2018-05-25 2023-04-11 Todd Marlin Methods and systems for facilitating analysis of a model
US12314327B2 (en) 2018-10-18 2025-05-27 Oracle International Corporation System and method for next object prediction for ics flow using artificial intelligence/machine learning
US11601453B2 (en) 2019-10-31 2023-03-07 Hewlett Packard Enterprise Development Lp Methods and systems for establishing semantic equivalence in access sequences using sentence embeddings
US11170438B1 (en) 2020-07-22 2021-11-09 Square, Inc. Intelligent item financing
WO2022040366A1 (en) * 2020-08-18 2022-02-24 IntelliShot Holdings, Inc. Automated threat detection and deterrence apparatus

Also Published As

Publication number Publication date
US20200125977A1 (en) 2020-04-23
WO2020081587A1 (en) 2020-04-23
JP2022505231A (ja) 2022-01-14
US12517958B2 (en) 2026-01-06
EP3867776A1 (en) 2021-08-25
JP7721740B2 (ja) 2025-08-12
CN113168422A (zh) 2021-07-23
US11556733B2 (en) 2023-01-17
US12314327B2 (en) 2025-05-27
US20200125891A1 (en) 2020-04-23
JP2025172744A (ja) 2025-11-26
US20200125892A1 (en) 2020-04-23
JP2024147537A (ja) 2024-10-16
JP7502283B2 (ja) 2024-06-18
WO2020081949A1 (en) 2020-04-23

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