A novel two-stage method for acquiring engineering-oriented empirical tacit knowledge

Engineering-oriented empirical tacit knowledge (ETK) is a kind of tacit knowledge originated from domain expert's experience combined with practice cases and scenarios. It is an important source of organisation knowledge. However, due to operational and technical obstacles, this kind of knowled...

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Published inInternational journal of production research Vol. 52; no. 20; pp. 5997 - 6018
Main Authors Liu, Lijun, Jiang, Zuhua, Song, Bo
Format Journal Article
LanguageEnglish
Published London Taylor & Francis 01.01.2014
Taylor & Francis LLC
Subjects
Acquisitions
Construction
Decision analysis
Empirical analysis
empirical tacit knowledge
Engineering
engineering-oriented
Feasibility
Information retrieval
Knowledge acquisition
Knowledge management
knowledge representation
Marketing
Mathematical models
Mathematical problems
Representations
Subject specialists
Tacit knowledge
two-stage method
Validation studies
Online AccessGet full text
ISSN0020-7543
1366-588X
DOI10.1080/00207543.2014.895445

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Abstract Engineering-oriented empirical tacit knowledge (ETK) is a kind of tacit knowledge originated from domain expert's experience combined with practice cases and scenarios. It is an important source of organisation knowledge. However, due to operational and technical obstacles, this kind of knowledge is not sufficiently harnessed and put into practical use. To deal with this problem, a novel two-stage acquisition method is proposed in this paper. The acquisition method consists of two phases, the stage from ETK in the mind of expert to ETK in initial state, and the stage from ETK in initial state to structured ETK. It constructs a complete tacit knowledge acquisition process from the domain expert's experience to the structured tacit knowledge. The objective is achieved by taking the following procedures: Firstly, present the concept of engineering-oriented ETK and a five-dimension representation model of ETK. Secondly, construct a two-stage ETK acquisition framework. Finally, describe an engineering decision case to validate the feasibility of the proposed approach. Satisfactory results are reached for the study.
AbstractList Engineering-oriented empirical tacit knowledge (ETK) is a kind of tacit knowledge originated from domain expert's experience combined with practice cases and scenarios. It is an important source of organisation knowledge. However, due to operational and technical obstacles, this kind of knowledge is not sufficiently harnessed and put into practical use. To deal with this problem, a novel two-stage acquisition method is proposed in this paper. The acquisition method consists of two phases, the stage from ETK in the mind of expert to ETK in initial state, and the stage from ETK in initial state to structured ETK. It constructs a complete tacit knowledge acquisition process from the domain expert's experience to the structured tacit knowledge. The objective is achieved by taking the following procedures: Firstly, present the concept of engineering-oriented ETK and a five-dimension representation model of ETK. Secondly, construct a two-stage ETK acquisition framework. Finally, describe an engineering decision case to validate the feasibility of the proposed approach. Satisfactory results are reached for the study.
Engineering-oriented empirical tacit knowledge (ETK) is a kind of tacit knowledge originated from domain experts experience combined with practice cases and scenarios. It is an important source of organisation knowledge. However, due to operational and technical obstacles, this kind of knowledge is not sufficiently harnessed and put into practical use. To deal with this problem, a novel two-stage acquisition method is proposed in this paper. The acquisition method consists of two phases, the stage from ETK in the mind of expert to ETK in initial state, and the stage from ETK in initial state to structured ETK. It constructs a complete tacit knowledge acquisition process from the domain experts experience to the structured tacit knowledge. The objective is achieved by taking the following procedures: Firstly, present the concept of engineering-oriented ETK and a five-dimension representation model of ETK. Secondly, construct a two-stage ETK acquisition framework. Finally, describe an engineering decision case to validate the feasibility of the proposed approach. Satisfactory results are reached for the study.
Author Liu, Lijun
Song, Bo
Jiang, Zuhua
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  organization: Department of Industrial Engineering, Shanghai Jiaotong University
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Snippet Engineering-oriented empirical tacit knowledge (ETK) is a kind of tacit knowledge originated from domain expert's experience combined with practice cases and...
Engineering-oriented empirical tacit knowledge (ETK) is a kind of tacit knowledge originated from domain experts experience combined with practice cases and...
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SubjectTerms Acquisitions
Construction
Decision analysis
Empirical analysis
empirical tacit knowledge
Engineering
engineering-oriented
Feasibility
Information retrieval
Knowledge acquisition
Knowledge management
knowledge representation
Marketing
Mathematical models
Mathematical problems
Representations
Subject specialists
Tacit knowledge
two-stage method
Validation studies
Title A novel two-stage method for acquiring engineering-oriented empirical tacit knowledge
URI https://www.tandfonline.com/doi/abs/10.1080/00207543.2014.895445
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