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Challenges and opportunities: from big data to knowledge inAI 2.0 Review

Yue-ting ZHUANG,Fei WU,Chun CHEN,Yun-he PAN

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 1,   Pages 3-14 doi: 10.1631/FITEE.1601883

Abstract: We conclude that integrating data-driven machine learning with human knowledge (common priors or implicitAI, namely AI 2.0, is positioned to reinvent computing itself, to transform big data into structured knowledge

Keywords： Deep reasoning     Knowledge base population     Artificial general intelligence     Big data     Cross media    

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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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Research on the Structure Model and Mining Algorithm for Knowledge Discovery Based on Knowledge Base

Yang Bingru,Shen Jiangtao,Chen Hongjie

Strategic Study of CAE 2003, Volume 5, Issue 6,   Pages 49-54

Abstract:

Knowledge discovery in knowledge base (KDK) is a brand-new task.Its success will directly act on the construction of large knowledge base, and, at present, it is importantto the solving of the bottleneck of machine study—discovering knowledge.The main work of this paper is： The inductive structure of KDK based on the facts in knowledge base,base and its experimental verification.

Keywords： knowledge discovery based on knowledge base     induction logic of Carnap     induction logic of L. J.    

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perspectives and future research directions for the phytoremediation of heavy metal-contaminated soil: A knowledge

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 6, doi: 10.1007/s11783-021-1507-2

Abstract:

• The overall global perspective of the PHMCS field was obtained.

Keywords： Heavy metal-contaminated soil     Hot topics     Knowledge mapping analysis     Knowledge base     Phytoremediation    

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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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A Study on Double Bases Cooperating Mechanism in KDD ( I )

Yang Bingru,Wang Jianxin

Strategic Study of CAE 2002, Volume 4, Issue 4,   Pages 41-51

Abstract: discovery, the database can be restricted and deriven by the knowledge base whose structure can be inAn open KDD system, KDD* , with double-base cooperating mechanism can thus be created.and the knowledge base is structurally equipped with the capacity of real time maintenance and to evolveThis paper mainly deals with the corresponding relation between the database and knowledge base, whichare the basis of double-base cooperating mechanism.

Keywords： knowledge node     primitive knowledge base     primitive database     data sub-class structure     doublebase cooperating    

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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     mechanisms knowledgebase     principle of mechanism system composition    

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Binary neural networks for speech recognition Regular Papers

Yan-min QIAN, Xu XIANG

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 5,   Pages 701-715 doi: 10.1631/FITEE.1800469

Abstract: In addition, to improve the accuracy of binary models, knowledge distillation from the normal full precisionWith the knowledge distillation from the normal floating-point models, the binary DNNs or binary convolutional

Keywords： Speech recognition     Binary neural networks     Binary matrix multiplication     Knowledge distillation     Population    

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Grasping the Essence of Qian Xuesen's Theory on Sand Industry

Liu Shu

Strategic Study of CAE 2002, Volume 4, Issue 1,   Pages 9-14

Abstract:

This paper describes the concept, scientific basis, key technical points and the significance of sand industry. As a scientific conceit for the utilization of desert Gobi, the essence of sand industry is to take the advantage of the sunlight resource in the Gobi area to raise the photosynthetic productivity with the help of modern technical achievements and effective market-oriented management system, so as to gain benefits both economically and ecologically. The technical principle being employed in the present sand industry as so called “more lighting, less water, new technology, high benefit” is expounded. The application results in Zhanye prefecture of Gansu province is introduced.

Keywords： sand industry     barren land     solar energy assimilation     knowledge-intensive agriculture     desert and Gobi     population    

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Simulation of bubble column reactors using CFD coupled with a population balance model

Tiefeng WANG

Frontiers of Chemical Science and Engineering 2011, Volume 5, Issue 2,   Pages 162-172 doi: 10.1007/s11705-009-0267-5

Abstract: The population balance model (PBM) is an effective approach to predict the bubble size distribution,

Keywords： bubble column     computational fluid dynamics     bubble breakup and coalescence     population balance model     bubble    

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Study of base friction simulation tests based on a complicated engineered bridge slope

Liu HE, Guang WU, Hua WANG

Frontiers of Structural and Civil Engineering 2012, Volume 6, Issue 4,   Pages 393-397 doi: 10.1007/s11709-012-0174-6

Abstract: In this paper, a physical base friction test model of a slope is established.the slope in both its natural state and during excavation loading is qualitatively analyzed through baseThe base friction test results are then subjected to comparison and analysis using finite element numerical

Keywords： base friction test     slope stability evaluation     bridge slope    

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Effects of hydraulic retention time on nitrification activities and population dynamics of a conventional

Hongyan LI, Yu ZHANG, Min YANG, Yoichi KAMAGATA

Frontiers of Environmental Science & Engineering 2013, Volume 7, Issue 1,   Pages 43-48 doi: 10.1007/s11783-012-0397-8

Abstract: The effects of hydraulic retention time (HRT) on the nitrification activities and population dynamics

Keywords： ammonia-oxidizing bacteria     hydraulic retention time     nitrification activity     nitrite-oxidizing bacteria     population    

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Socialized care services for the aged population: System construction and support measures

Frontiers of Engineering Management 2023, Volume 10, Issue 2,   Pages 339-353 doi: 10.1007/s42524-022-0208-2

Abstract: The development of the SCSSA would be a significant step toward addressing China’s aging population.

Keywords： socialized     care service for the elderly     system construction     support measure    

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Obesity and overweight prevalence and its association with undiagnosed hypertension in Shanghai population, China: a cross-sectional population-based survey

Xinjian Li, Jiying Xu, Haihong Yao, Yanfei Guo, Minna Chen, Wei Lu

Frontiers of Medicine 2012, Volume 6, Issue 3,   Pages 322-328 doi: 10.1007/s11684-012-0204-8

Abstract: aim of this study was to determine the prevalence of overweight and obese subjects in the Shanghai populationA cross-sectional population-based survey was conducted in 2007.overweight and obesity prevalence and their association with undiagnosed hypertension are high in our study population

Keywords： overweight     obesity     undiagnosed hypertension     prevalence     association    

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Prognostic analysis of chronic myeloid leukemia in Chinese population in an imatinib era

Haiyan He, Yang Shen, Yongmei Zhu, Saijuan Chen

Frontiers of Medicine 2012, Volume 6, Issue 2,   Pages 204-211 doi: 10.1007/s11684-012-0202-x

Abstract:

We evaluated the outcomes of chronic myeloid leukemia (CML) patients in three clinical phases, namely, chronic (CP), accelerated (AP), and blast (BP) phases, receiving imatinib treatment. The single-institution treatment experiences of Chinese patients with CML were presented. A total of 275 CML patients (CP, 210; AP, 24; and BP, 41) who received imatinib between February 2001 and April 2008 were enrolled in this study. We evaluated the responses (hematologic, cytogenetic, and molecular), overall survival (OS), treatment event-free survival (EFS), and prognostic factors of outcome. At the cut-off point, the complete cytogenetic response (CCyR) and complete molecular response rates of patients in the CP were 84.7% and 61.9%, respectively, which were significantly higher than those of patients in the AP (50% and 29.1%, respectively, both P<0.001) and BP (24.3% and 9.7%, respectively, both P<0.001). The estimated five-year OS and five-year EFS rates were 93.2% and 86.4% for CP patients, as well as 64.5% and 50.9% for AP patients, which were significantly higher than those for BP patients (P<0.001). In CP patients, univariate analysis revealed that early treatment with imatinib, achieving CCyR within 12 months, additional cytogenetic abnormalities, and kinase domain mutations were associated with the treatment outcome. More patients are needed to carry out multivariate analysis.

Keywords： imatinib     chronic myeloid leukemia     complete cytogenetic response    

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Title Author Date Type Operation

Challenges and opportunities: from big data to knowledge inAI 2.0

Yue-ting ZHUANG,Fei WU,Chun CHEN,Yun-he PAN

Journal Article

Extension Knowledge Base System and Its Application

Li Lixi,Li Jia

Journal Article

Research on the Structure Model and Mining Algorithm for Knowledge Discovery Based on Knowledge Base

Yang Bingru,Shen Jiangtao,Chen Hongjie

Journal Article

perspectives and future research directions for the phytoremediation of heavy metal-contaminated soil: A knowledge

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

A Study on Double Bases Cooperating Mechanism in KDD ( I )

Yang Bingru,Wang Jianxin

Journal Article

Theory and method of mechanism system design

Huijun ZOU, Qinghua LIANG, Qing ZHANG

Journal Article

Binary neural networks for speech recognition

Yan-min QIAN, Xu XIANG

Journal Article

Grasping the Essence of Qian Xuesen's Theory on Sand Industry

Liu Shu

Journal Article

Simulation of bubble column reactors using CFD coupled with a population balance model

Tiefeng WANG

Journal Article

Study of base friction simulation tests based on a complicated engineered bridge slope

Liu HE, Guang WU, Hua WANG

Journal Article

Effects of hydraulic retention time on nitrification activities and population dynamics of a conventional

Hongyan LI, Yu ZHANG, Min YANG, Yoichi KAMAGATA

Journal Article

Socialized care services for the aged population: System construction and support measures

Journal Article

Obesity and overweight prevalence and its association with undiagnosed hypertension in Shanghai population, China: a cross-sectional population-based survey

Xinjian Li, Jiying Xu, Haihong Yao, Yanfei Guo, Minna Chen, Wei Lu

Journal Article

Prognostic analysis of chronic myeloid leukemia in Chinese population in an imatinib era

Haiyan He, Yang Shen, Yongmei Zhu, Saijuan Chen

Journal Article