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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: According to ontology, system theory, and control theory, a standard model of knowledge representation

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

Research on the Description Method of Process Planning Information Based on Ontology

Li Li,Hao Yongping,Shu Qilin,Zhang Jianfu

Strategic Study of CAE 2003, Volume 5, Issue 11,   Pages 75-78

Abstract:

A description method of part information and manufacturing resources information based on the ontology

Keywords: CAPP     ontology     part noumenon     feature noumenon     manufacturing resources noumenon     process planning resources    

Engineering and Philosophy of Engineering

Rui-yu Yin,Bo-cong Li

Frontiers of Engineering Management 2014, Volume 1, Issue 2,   Pages 140-146 doi: 10.15302/J-FEM-2014021

Abstract: Being the kernel of philosophy of engineering, engineering ontology becomes the master key to understandingThe paper proposes and interprets the principal theses of engineering ontology, which differs from understandingEngineering ontology believes that engineering is the direct, realistic productivity that runs dynamicallyEngineering ontology is the theoretical basis of the triism of “science, technology, and engineering”as an unchanged matter, which is constantly evolving and developing, so the studies on engineering ontology

Keywords: engineering philosophy of engineering     engineering ontology     productivity     engineering value    

Ontological reconstruction of the clinical terminology of traditional Chinese medicine

Li Ma,Baoyan Liu,Qi Xie,Shusong Mao,Zhiwei Cui

Frontiers of Medicine 2014, Volume 8, Issue 3,   Pages 358-361 doi: 10.1007/s11684-014-0348-9

Abstract: It also provides an overview of preliminary work related to the said reconstruction, including the ontology-based

Keywords: ontology     traditional Chinese medicine     clinical terminology    

A new focused crawler using an improved tabu search algorithm incorporating ontology and host information Research Article

Jingfa LIU, Zhen WANG, Guo ZHONG, Zhihe YANG,1007427607@qq.com

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 6,   Pages 859-875 doi: 10.1631/FITEE.2200315

Abstract: To solve the problems of incomplete topic description and repetitive crawling of visited hyperlinks in traditional focused crawling methods, in this paper, we propose a novel using an improved with domain and (FCITS_OH), where a domain is constructed by formal concept analysis to describe topics at the semantic and knowledge levels. To avoid crawling visited hyperlinks and expand the search range, we present an improved tabu search (ITS) algorithm and the strategy of memory. In addition, a comprehensive method based on Web text and link structure is designed to improve the assessment of topic relevance for unvisited hyperlinks. Experimental results on both tourism and rainstorm disaster domains show that the proposed s overmatch the traditional s for different performance metrics.

Keywords: Focused crawler     Tabu search algorithm     Ontology     Host information     Priority evaluation    

Semantics for linking data from 4D BIM to digital collaborative support

Calin BOJE, Veronika BOLSHAKOVA, Annie GUERRIERO, Sylvain KUBICKI, Gilles HALIN

Frontiers of Engineering Management 2022, Volume 9, Issue 1,   Pages 104-116 doi: 10.1007/s42524-020-0111-7

Abstract: This article strictly focuses on the ontology representation of synchronous collaboration sessions withThis is expected to change the ontology model structure by considering user ergonomics, data modeling

Keywords: 4D BIM     ontology     IFC     decision-making     linked data     collaboration     planning    

AI Assisted Clinical Diagnosis & Treatment, and Development Strategy

Kong Ming,He Qianfeng and Li Lanjuan

Strategic Study of CAE 2018, Volume 20, Issue 2,   Pages 86-91 doi: 10.15302/J-SSCAE-2018.02.013

Abstract:

The integration, open accessing of healthcare data, and the use of artificial intelligence to organize and analyze fragmented medical information can improve medical and health services, promote the level of rational government decision-making, and reduce the inequality in the allocation of medical and health resources. This paper summarizes the current status of technologies and applications of artificial intelligence in the field of medical information semantic fusion and in the field of image analysis, and analyzes current problems and challenges. The first is the standardized representation and structural integration of medical information to merge national and widely-used clinical terminologies, which is key to realizing auxiliary diagnosis based on ‘big data’ artificial intelligent. The second is the use of massive medical knowledge to construct an intelligent diagnosis and treatment model with the ability to combine multimodal data analysis and structured knowledge reasoning. Thus, we propose a national-level healthcare open data cloud platform that can help open up new data markets, improve the integration of healthcare data, and provide the new service of knowledge discovery and services. We also suggest to establish some basic industry standards for medical and health information, to strengthen the research and development of domestic medical devices, to promote the development of intelligent medical devices and smart wearable devices, and to guide the industry to open up new markets on the combination of artificial intelligence and medical devices.

Keywords: artificial intelligence     assisted diagnosis and treatment     knowledge graph     medical ontology     medical    

A Knowledge Base System for Operation Optimization: Design and Implementation Practice for the Polyethylene Process 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: First, an ontology of the polyethylene process constructed using the seven-step method is introduced

Keywords: Ontology     Operation optimization     Knowledge base system     Polyethylene process    

Focused crawling strategies based on ontologies and simulated annealing methods for rainstorm disaster domain knowledge Research Article

Jingfa LIU, Fan LI, Ruoyao DING, Zi’ang LIU,jfliu@nuist.edu.cn,bj2014_lifan@163.com

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 8,   Pages 1189-1204 doi: 10.1631/FITEE.2100360

Abstract: At present, is a crucial method for obtaining effective domain knowledge from massive heterogeneous networks. For most current focused crawling technologies, there are some difficulties in obtaining high-quality crawling results. The main difficulties are the establishment of topic benchmark models, the assessment of topic relevance of hyperlinks, and the design of crawling strategies. In this paper, we use domain to build a topic benchmark model for a specific topic, and propose a novel multiple-filtering strategy based on local and global (MFSLG). A comprehensive method (CPEM) based on the web text and link structure is introduced to improve the computation precision of topic relevance for unvisited hyperlinks, and a (SA) method is used to avoid the falling into local optima of the search. By incorporating SA into the with MFSLG and CPEM for the first time, two novel strategies based on and SA (FCOSA), including FCOSA with only global (FCOSA_G) and FCOSA with both local and global (FCOSA_LG), are proposed to obtain topic-relevant webpages about s from the network. Experimental results show that the proposed crawlers outperform the other focused crawling strategies on different performance metric indices.

Keywords: Focused crawler     Ontology     Priority evaluation     Simulated annealing     Rainstorm disaster    

Title Author Date Type Operation

Standard model of knowledge representation

Wensheng YIN

Journal Article

Research on the Description Method of Process Planning Information Based on Ontology

Li Li,Hao Yongping,Shu Qilin,Zhang Jianfu

Journal Article

Engineering and Philosophy of Engineering

Rui-yu Yin,Bo-cong Li

Journal Article

Ontological reconstruction of the clinical terminology of traditional Chinese medicine

Li Ma,Baoyan Liu,Qi Xie,Shusong Mao,Zhiwei Cui

Journal Article

A new focused crawler using an improved tabu search algorithm incorporating ontology and host information

Jingfa LIU, Zhen WANG, Guo ZHONG, Zhihe YANG,1007427607@qq.com

Journal Article

Semantics for linking data from 4D BIM to digital collaborative support

Calin BOJE, Veronika BOLSHAKOVA, Annie GUERRIERO, Sylvain KUBICKI, Gilles HALIN

Journal Article

AI Assisted Clinical Diagnosis & Treatment, and Development Strategy

Kong Ming,He Qianfeng and Li Lanjuan

Journal Article

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

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

Journal Article

Focused crawling strategies based on ontologies and simulated annealing methods for rainstorm disaster domain knowledge

Jingfa LIU, Fan LI, Ruoyao DING, Zi’ang LIU,jfliu@nuist.edu.cn,bj2014_lifan@163.com

Journal Article