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A knowledge matching approach based on multi-classification radial basis function neural network forknowledge push system Research Articles

Shu-you Zhang, Ye Gu, Guo-dong Yi, Zi-li Wang,zsy@zju.edu.cn,me_guye@zju.edu.cn,ygd@zju.edu.cn,ziliwang@zju.edu.cn

Frontiers of Information Technology & Electronic Engineering 2020, Volume 21, Issue 7,   Pages 963-1118 doi: 10.1631/FITEE.1900057

Abstract: The goal of our approach is to meet designers’ knowledge demands with a quick response and quality serviceaddition, we propose a multi-classification radial basis function neural network that can match the knowledgefrom the knowledge base once and ensure the accuracy of pushing results.

Keywords： Product design     Knowledge push system     Augmented training set     Multi-classification neural network     Knowledge    

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A knowledge push technology based on applicable probability matching and multidimensional context driving None

Shu-you ZHANG, Ye GU, Xiao-jian LIU, Jian-rong TAN

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 2,   Pages 235-245 doi: 10.1631/FITEE.1700763

Abstract: Actively pushing design knowledge to designers in the design process, what we call ‘knowledge push’,A knowledge push technology usually includes matching of related knowledge and proper pushing of matchingThe hierarchical design content models were built to filter the knowledge in push results.The rules of personalized knowledge push were sorted by multidimensional contexts, which include designA knowledge push system based on intellectualized design of CNC machine tools was used to confirm the

Keywords： Product design     Knowledge push     Applicable probability matching     Multidimensional context     Personalization    

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Standard model of knowledge representation

Wensheng YIN

Frontiers of Mechanical Engineering 2016, Volume 11, Issue 3,   Pages 275-288 doi: 10.1007/s11465-016-0372-3

Abstract:

Knowledge representation is the core of artificial intelligence research.To establish the intrinsic link between various knowledge representation methods, a unified knowledgeAccording to ontology, system theory, and control theory, a standard model of knowledge representationThis knowledge representation method is not a contradiction to the traditional knowledge representationand inconsistent knowledge.

Keywords： knowledge representation     standard model     ontology     system theory     control theory     multidimensional representation    

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The application and deepening of knowledge management system

Li Hua

Strategic Study of CAE 2011, Volume 13, Issue 8,   Pages 87-93

Abstract:

In the knowledge economy era, enterprises begin to realize that the mostvaluable property is knowledge.Effectively implementing the knowledge management system should be guided by the correct principles.The selection of sharing knowledge, building knowledge sharing platform and storage management unit,leading knowledge exchange and implementing incentive policies should be emphasized.

Keywords： knowledge management     knowledge sharing     knowledge forum    

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Distributed optimization based on improved push-sum framework for optimization problem with multiple

徐谦,俞楚天,袁翔,韦梦立,刘洪喆

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 9,   Pages 1253-1260 doi: 10.1631/FITEE.2200596

Abstract: To this end, with the push-sum framework improved, the distributed optimization algorithm is newly designed

Keywords： Distributed optimization     Nonidentical constraints     Improved push-sum framework    

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Protecting traditional knowledge of Chinese medicine: concepts and proposals

Changhua Liu, Man Gu

Frontiers of Medicine 2011, Volume 5, Issue 2,   Pages 212-218 doi: 10.1007/s11684-011-0142-x

Abstract: With the development of the knowledge economy, knowledge has become one of the most important resourcesSome countries have proposed measures for the protection of their own traditional knowledge.Today the value of traditional knowledge of Chinese medicine has been widely recognized by the domesticThis paper discusses the definition of traditional knowledge of Chinese medicine and its protection,be achieved through existing legal means of protection alone due to its unique characteristics) system

Keywords： protection of traditional knowledge     traditional Chinese medicine     intellectual property     sui generis system    

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A Research Review on the Key Technologies of Intelligent Design for Customized Products

Shuyou Zhang, Jinghua Xu, Huawei Gou, Jianrong Tan

Engineering 2017, Volume 3, Issue 5,   Pages 631-640 doi: 10.1016/J.ENG.2017.04.005

Abstract: configuration and modular design for customized products, variant design for customized products, and a knowledgepush for product intelligent design.

Keywords： Customized products     Customer requirements     Variant design     Intelligent design     Knowledge push    

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INTERACTIVE KNOWLEDGE LEARNING BY ARTIFICIAL INTELLIGENCE FOR SMALLHOLDERS

Frontiers of Agricultural Science and Engineering 2023, Volume 10, Issue 4,   Pages 648-653 doi: 10.15302/J-FASE-2023505

Abstract:

Enhancement of farming management relies heavily on enhancing farmer knowledge.In the past, both the direct learning approach and the personnel extension system for improving fertilizationThe system consists of two parts.The second part is an intelligent decision system, which categorizes the information provided by farmersThe interactive knowledge learning approach aims to identify and rectify incorrect practices in the knowledge-based

Keywords： artificial intelligence     extension system     non-point source pollution control     smallholders     fertilization    

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Extension Knowledge Base System and Its Application

Li Lixi,Li Jia

Strategic Study of CAE 2001, Volume 3, Issue 3,   Pages 61-64

Abstract:

Knowledge base system (KBS) is an organization to store and manage a lot of knowledge.The basic element of the former is knowledge matter-element model.Finally, the feature and the frame of extension knowledge base system (EKBS) are proposed.It is composed of goal system, condition system, common knowledge base, categorized knowledge base, inferencemachine and knowledge base management system.

Keywords： extension theory     non-compatible     knowledge base    

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Theory and method of mechanism system design

Huijun ZOU, Qinghua LIANG, Qing ZHANG

Frontiers of Mechanical Engineering 2010, Volume 5, Issue 4,   Pages 399-411 doi: 10.1007/s11465-010-0116-8

Abstract: Conceptual design is the most critical and creative phase of design. Recently, increasing attention has been directed to supporting conceptual-level computer aided creative design and its theories and methodologies. Specifically, for conceptual design of mechanical products, this paper presents a novel function solving model for mechanical product design and highlights the importance of systematic synthesis to achieve creative design. Then it builds a framework as a function-effect-process-action- mechanisms (FEPAM) mapping process, which enables creative design on the basis of conceiving different action schemes. After that, several key points are elaborated including 1) representing and decomposition methods of functions and motion behaviors; 2) action scheme representing method based on network plan techniques; and 3) variation and creation methods based on action scheme transformations.

Keywords： mechanism system creative design     process model     function solving model     process action procedure     mechanismsknowledge base     principle of mechanism system composition    

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Knowledge-Based Variable Structure Decoupling Control of a Nonlinear Multivariable System

Tu Chengyuan,Zeng Yanjun

Strategic Study of CAE 2001, Volume 3, Issue 10,   Pages 48-52

Abstract:

A knowledge-based variable-structure decoupling is developed, and be utilized to control a nonlinearmultivariable system, so as to avoid the model-establishing process, especially avoid large amount ofSome modules in the knowledge base of this kind of control are described, and the main points of thehave been successively utilized to the set-point temperature control of a 3 × 3 strong coupled system

Keywords： nonlinear multivariable system     decoupling control     knowledge based variable structure decoupling    

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Global Timekeepers Push Pause on the Leap Second

Chris Palmer

Engineering 2023, Volume 27, Issue 8,   Pages 6-7 doi: 10.1016/j.eng.2023.06.003

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A Knowledge Base System for Operation Optimization: Design and Implementation Practice for the Polyethylene Article

Weimin Zhong, Chaoyuan Li, Xin Peng, Feng Wan, Xufeng An, Zhou Tian

Engineering 2019, Volume 5, Issue 6,   Pages 1041-1048 doi: 10.1016/j.eng.2019.09.004

Abstract:

Setting up a knowledge base is a helpful way to optimize the operation of the polyethylene processby improving the performance and the efficiency of reuse of information and knowledge—two criticalIn this paper, we propose an overall structure for a knowledge base based on practical customer demandof the polyethylene process constructed using the seven-step method is introduced as a carrier for knowledgeFinally, utilizing a MySQL database and the Java programming language, a knowledge base system for the

Keywords： Ontology     Operation optimization     Knowledge base system     Polyethylene process    

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Research of Knowledge Database in Computer Aided Equipment Design System Based on I-deas

Yin Xiaowei,Hao Yongping,Qian Wenxue,Wei Yonghe

Strategic Study of CAE 2004, Volume 6, Issue 10,   Pages 71-74

Abstract:

The frame, function and achievement method of knowledge sub-database in computer aided equipment designsystem based on I-deas are introduced according to the principle of Knowledge Based Engineering.Finally, the integration of the knowledge database and equipment design and management system is describedin the computer aided equipment design system based on I-deas.

Keywords： equipment     knowledge based engineering     knowledge database of equipment     group technology     I-deas    

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Advanced Antennas Push Forward Wireless Connectivity

Kwai Man Luk, Baoyan Duan

Engineering 2022, Volume 11, Issue 4,   Pages 1-2 doi: 10.1016/j.eng.2022.03.003

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Title Author Date Type Operation

A knowledge matching approach based on multi-classification radial basis function neural network forknowledge push system

Shu-you Zhang, Ye Gu, Guo-dong Yi, Zi-li Wang,zsy@zju.edu.cn,me_guye@zju.edu.cn,ygd@zju.edu.cn,ziliwang@zju.edu.cn

Journal Article

A knowledge push technology based on applicable probability matching and multidimensional context driving

Shu-you ZHANG, Ye GU, Xiao-jian LIU, Jian-rong TAN

Journal Article

Standard model of knowledge representation

Wensheng YIN

Journal Article

The application and deepening of knowledge management system

Li Hua

Journal Article

Distributed optimization based on improved push-sum framework for optimization problem with multiple

徐谦,俞楚天,袁翔,韦梦立,刘洪喆

Journal Article

Protecting traditional knowledge of Chinese medicine: concepts and proposals

Changhua Liu, Man Gu

Journal Article

A Research Review on the Key Technologies of Intelligent Design for Customized Products

Shuyou Zhang, Jinghua Xu, Huawei Gou, Jianrong Tan

Journal Article

INTERACTIVE KNOWLEDGE LEARNING BY ARTIFICIAL INTELLIGENCE FOR SMALLHOLDERS

Journal Article

Extension Knowledge Base System and Its Application

Li Lixi,Li Jia

Journal Article

Theory and method of mechanism system design

Huijun ZOU, Qinghua LIANG, Qing ZHANG

Journal Article

Knowledge-Based Variable Structure Decoupling Control of a Nonlinear Multivariable System

Tu Chengyuan,Zeng Yanjun

Journal Article

Global Timekeepers Push Pause on the Leap Second

Chris Palmer

Journal Article

A Knowledge Base System for Operation Optimization: Design and Implementation Practice for the Polyethylene

Weimin Zhong, Chaoyuan Li, Xin Peng, Feng Wan, Xufeng An, Zhou Tian

Journal Article

Research of Knowledge Database in Computer Aided Equipment Design System Based on I-deas

Yin Xiaowei,Hao Yongping,Qian Wenxue,Wei Yonghe

Journal Article

Advanced Antennas Push Forward Wireless Connectivity

Kwai Man Luk, Baoyan Duan

Journal Article