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Acquiring engineering knowledge from design processes

YOKO ISHINO, YAN JIN
2002 Artificial intelligence for engineering design, analysis and manufacturing  
We focus on how engineers solve their design problems under given design contexts and propose a novel model and methods to capture knowledge from engineering design processes.  ...  Our goal is to acquire know-how knowledge without disrupting the normal design process.  ...  Instances of the key indexes include the emergence Acquiring engineering knowledge from design processes Fig. 9 .  ... 
doi:10.1017/s0890060402020073 fatcat:xgndk7ffdfh6njlamszspvziq4

Page 8 of American Society of Civil Engineers. Collected Journals Vol. 11, Issue CP1 [page]

1997 American Society of Civil Engineers. Collected Journals  
Unfortunately, constructability knowledge is interdisciplinary (structural design, construction process engineering, human factors and ergonomics, construc- tion management, cost engineering, automation  ...  The collection of examples has been used by a learning system to acquire from them constructability knowledge in the form of decision rules.  ... 

A methodology for engineering ontology acquisition and validation

Zhanjun Li, Maria C. Yang, Karthik Ramani
2008 Artificial intelligence for engineering design, analysis and manufacturing  
the ontology and the word space of engineering documents and queries; the first large-scale EO and EL acquired from established knowledge resources for engineering information retrieval; and a comprehensive  ...  This paper focuses on the method and process to acquire and validate the EO.  ...  Peine, School of Mechanical Engineering, Purdue University, for his help in knowledge acquisition about the surgery robot design.  ... 
doi:10.1017/s0890060409000092 fatcat:jbnprvi66bd6zgmbeyhmsv3p7a

Process Knowledge Recommendation System for Mechanical Product Design

Wu Zhenyong, Li Lu, Liu Haotian
2020 IEEE Access  
Three knowledge retrieval methods are designed based on parts keywords, customer orders and manufacturing processes.  ...  INDEX TERMS Product development, process knowledge, knowledge sharing, knowledge recommendation, knowledge-based service system.  ...  Process knowledge here mainly refines from process data, tools and documents of product development, product design cases. Since it would be taken a long term for an engineer to be an expert.  ... 
doi:10.1109/access.2020.3002922 fatcat:zjlhwdicmndvngfjvnkh5v4taq

Design Knowledge Acquisition and Re-use Using Genetic Engineering-based Genetic Algorithms [chapter]

John S. Gero, Vladimir Kazakov
2001 Industrial Knowledge Management  
This chapter describes an application of genetic engineering-based genetic algorithms as a tool for knowledge acquisition and re-use.  ...  Layout planning problem is used to demonstrate the process and the results obtainable.  ...  Acknowledgments This work is directly supported by a grant from Australian Research Council.  ... 
doi:10.1007/978-1-4471-0351-6_7 fatcat:g5x7yzpihvcipfxtkv3p46mtmy

Document-based Design Process Knowledge Management for Knowledge Intensive Engineering [chapter]

Yutaka Nomaguchi, Masaharu Yoshioka, Tetsuo Tomiyama
2002 From Knowledge Intensive CAD to Knowledge Intensive Engineering  
This architecture is useful to develop an advanced design support system that encourages a designer to externalize his/her knowledge during a design process and facilitates sharing and reuse of such externalized  ...  DDMS works as a front-end to KIEF (Knowledge Intensive Engineering Framework) we have been developing. We also illustrate an example of machining tool design to demonstrate the features of DDMS.  ...  The example of engineering design of machine tool was developed under the collaboration with Sumitomo Electric Industries, LTD (SEI). We would like to thank Dr. Masayoshi Fuse, Mr.  ... 
doi:10.1007/978-0-387-35494-1_10 fatcat:f6fezw4hrbgs7d4tmsqaspnwuu

Validating the Knowledge Acquisition Process Metrics in Content Management Systems

2019 International Journal of Engineering and Advanced Technology  
Measuring the processes involved in knowledge engineering for designing and building an intelligent system has taken significant role.  ...  Out of the four basic processes involved in knowledge engineering, this paper deals with the knowledge acquisition process and the metrics necessary for measuring the process itself.  ...  OVERVIEW OF KNOWLEDGE ENGINEERING PROCESSES Knowledge Engineering (KE) deals with the processes and activities in engineering the design of a knowledge based or knowledge driven intelligent smart systems  ... 
doi:10.35940/ijeat.a1049.1291s319 fatcat:aiiblunpgjhzfhxpglth7bfdsy

Requirement for Engineers in Embedded Software Development Outsourcing

Mizuki KOBAYASHI
2015 Annals of Business Administrative Science  
Engineers can acquire necessary skills for software development from outside sources, and need the ability to create software that is easy to use from the perspective of business processes.  ...  software Information processing Open •Possibility to acquire and utilize technical knowledge from outside of customer company Business knowledge to develop an user-friendly software  ... 
doi:10.7880/abas.14.97 fatcat:sogbmkg5wvgxrmf2fanfmv6kre

Special Issue: Life-Cycle Design

WILLIAM J. MARX, JOHN KUNZ, BIREN PRASAD
2000 Artificial intelligence for engineering design, analysis and manufacturing  
The second paper, Acquiring Design Rationale Automatically, by Myers, Zumel, and Garcia, describes an experimental system that acquires rationale information from the detailed design process, without disrupting  ...  It provides a challenging, yet relatively unexplored, area of research for scientists and engineers from multiple disciplines.  ...  The second paper, Acquiring Design Rationale Automatically, by Myers, Zumel, and Garcia, describes an experimental system that acquires rationale information from the detailed design process, without disrupting  ... 
doi:10.1017/s0890060400142003 fatcat:7xej5vzq5fgqtaqciszx25acxa

Supporting Software Language Engineering by Automated Domain Knowledge Acquisition [chapter]

Henning Agt
2012 Lecture Notes in Computer Science  
We show how the acquired knowledge is used to guide language engineers and how knowledge acquisition is adapted according to modeling decisions.  ...  We describe an iterative approach in which DSL development benefits from formalized knowledge sources and information extraction from text supporting domain analysis and metamodel construction.  ...  Natural language processing (NLP) is also being applied to create process models from text [11] .  ... 
doi:10.1007/978-3-642-29645-1_2 fatcat:fgxlpxqm4zcsvpobvllx2xenvi

Approach towards Car Failure Diagnosis-An Expert System

Rashi Aggarwal, Swati Jain, Yash Jindal, Neeta Verma
2010 International Journal of Computer Applications  
The paper presents the processes that play a significant role in the development of an expert system.  ...  The paper deals with the Design of an expert system.  ...  Knowledge base is used to store the knowledge of experts, when expert system is reasoning, it is to acquire knowledge and rules from the knowledge base, and repeat matching process of fault conditions  ... 
doi:10.5120/535-699 fatcat:m7tux6epl5fjlhripfzovrobjq

Product development-oriented knowledge service: Status review, framework, and solutions

Wu Zhenyong, Ming Xinguo, He Lina, Mark Goh
2020 IEEE Access  
The product development knowledge stored in manufacturing firms can be obtained and re-used to assist the development engineers in new product development and facilitate the use of knowledge resources,  ...  This study presents a knowledge service integrated framework for product development, which is refined from the literature and supported by practice needs.  ...  When an engineer accepts a task and encounters a problem in structure design, this engineer can acquire the knowledge resources from the Structure form.  ... 
doi:10.1109/access.2020.2984631 fatcat:ju5r42ogdnbqdgijmvfytcf6iq

Balancing software engineering education and industrial needs

Ana M. Moreno, Maria-Isabel Sanchez-Segura, Fuensanta Medina-Dominguez, Laura Carvajal
2012 Journal of Systems and Software  
The study focuses on the software engineering knowledge guidelines provided in SE2004 and GSwE2009, and the job profiles identified by Career Space. * Corresponding author.  ...  recent software engineering programme graduate is well qualified to perform.  ...  Telecommunications Software & Services Products & Systems Cross Sector Radio Frequency Engineering Digital Design Data Communications Engineering Digital Signal Processing Applications Design  ... 
doi:10.1016/j.jss.2012.01.060 fatcat:zgniaphlfrco3jbr4cu3bnpe2u

Ontology Mapping of Design Process Knowledge Based on Classification

Xin Shi, Shurong Tong, Bo Li
2011 International Journal of Education and Management Engineering  
For the requirements of knowledge reuse in product design process, according to the characteristics of the knowledge representation methods, this paper uses ontology knowledge representation method to  ...  construct the product design process knowledge model and gives ontology mapping decision strategy which is based on classification.  ...  which abstracted from the design process, and it is the basis of realizing reuse of knowledge in product design process field [2] .  ... 
doi:10.5815/ijeme.2011.05.03 fatcat:kfd53yyuhrbs7ps3majrfgtzae

Application of a Knowledge Engineering Process to Support Engineering Design Application Development [chapter]

S. W. G. van der Elst, M. J. L. van Tooren
2008 Collaborative Product and Service Life Cycle Management for a Sustainable World  
The resulting engineering design application reduces the recurring time of the assignment process by 80%.  ...  The Design and Engineering Engine (DEE) is a useful concept to structure this automation. Within the DEE, a product is parametrically defined using Knowledge Based Engineering (KBE) techniques.  ...  The KE process integrates KBE techniques with Knowledge Management (KM) and ranges from engineering process analysis to training and support for deployed engineering design applications.  ... 
doi:10.1007/978-1-84800-972-1_39 fatcat:eptc64yivrdjhpmgxmel4zanna
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