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The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment
Thesis (DPhil) University of Pretoria 2018.
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| Format: | Thesis |
| Language: | English |
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University of Pretoria
2018
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| _version_ | 1867613538149728256 |
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| access_status_str | Open Access |
| author2 | Bothma, T.J.D. (Theodorus Jan Daniel) |
| author_browse | Bothma, T.J.D. (Theodorus Jan Daniel) |
| author_facet | Bothma, T.J.D. (Theodorus Jan Daniel) |
| collection | Thesis |
| dc_rights_str_mv | © 2018 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. |
| description | Thesis (DPhil) University of Pretoria 2018. |
| format | Thesis |
| id | oai:repository.up.ac.za:2263/64301 |
| institution | University of Pretoria (South Africa) |
| language | English |
| last_indexed | 2026-06-10T12:37:44.183Z |
| license_str | Other — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository |
| publishDate | 2018 |
| publishDateRange | 2018 |
| publishDateSort | 2018 |
| publisher | University of Pretoria |
| publisherStr | University of Pretoria |
| record_format | dspace |
| source_str | UPSpace — University of Pretoria Institutional Repository |
| spelling | oai:repository.up.ac.za:2263/64301 The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment Bothma, T.J.D. (Theodorus Jan Daniel) tom.vrbk@gmail.com Verbeek, Thomas Knowledge management UCTD Knowledge representation Knowledge acquisition Knowledge representation Concept relationships Concept diagrams Engineering, built environment and information technology theses SDG-09 SDG-09: Industry, innovation and infrastructure Thesis (DPhil) University of Pretoria 2018. A model is designed for the restructuring of knowledge. By way of suitably designed ontologies knowledge can be analysed to facilitate the creation of new knowledge and to render the knowledge suitable for reuse and for linkage to word-wide ontologies. SUMMARY The need for this research emanated from the requirement for learning and adaptation in the fast-changing world we live in today. The changing world goes along with developments in communication means, whereby information becomes more accessible and sophisticated daily. A vast number of resources is available and accessible, distributing an enormous amount of information. The need is to turn these vast amounts of information into usable knowledge for use by an engineer in practice. Restructuring of knowledge is one way of approaching this need and is addressed in this study. This process can be facilitated by experienced persons who know what knowledge is needed in practice. There is a decline in the numbers of experienced civil engineers, leaving a gap between the supply and demand for suitably qualified and experienced civil engineers. The objective of this study is to meet the need for the restructuring of knowledge by the design a model (referred to as a logic base in this study) for the acquisition, reuse and the creation of engineering knowledge in a civil engineering environment. The main research question posed in this study is as follows: What are the key characteristics of a model (termed a “logic base” in this study) for the acquisition, reuse and the creation of knowledge in a civil engineering environment? This research commences with a set of research questions, followed by a literature review. Consideration is given to theories of knowledge, various methods of knowledge creation and knowledge acquisition. Several problem-solving techniques are reviewed. The structuring and architecture of knowledge and ontologies are researched and the role of systems engineering is studied. Various research methods are investigated and it is shown that case study research is the most suitable for the development of ontologies in civil engineering. The ontology of the logic base is therefore based on typical topics of case studies. Concept maps are employed to structure knowledge. This is done by defining appropriate concepts and classifying these into several ontological levels. The relationships among concepts and other influencing domains are studied. Knowledge of these relationships enables the application of several problem-solving techniques that enhance and stimulate the creation of knowledge. A logic base is designed containing three modules, namely an input module whereby concept maps are used to capture and structure knowledge entities. The second module consists of an analysis module where problem-solving can be done. The third module contains the output of work and processes where engineering knowledge can be documented for reuse. The contribution of this research lies in the design of an application in knowledge management in the field of civil engineering. Integration is done of ontologies, knowledge theories, knowledge acquisition and knowledge creation through problem-solving techniques. Knowledge is structured that can be linked to other external civil engineering taxonomies and ontologies. This enhancement of knowledge makes knowledge explicit and renders it suitable for reuse. When engineers are equipped in the use of the logic base, problems can be addressed in a holistic way and the underlying thought processes can be documented. This may be of great value to inexperienced engineers and for the preservation of valuable knowledge. Some case studies are analysed to demonstrate the functioning of the model. Information Science DPhil Unrestricted 2018-03-19T07:33:51Z 2018-03-19T07:33:51Z 2018-02-21 2018 Thesis Verbeek, T 2018, The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment, DPhil Thesis, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/64301> A2018 http://hdl.handle.net/2263/64301 en © 2018 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. application/pdf University of Pretoria |
| spellingShingle | Knowledge management UCTD Knowledge representation Knowledge acquisition Knowledge representation Concept relationships Concept diagrams Engineering, built environment and information technology theses SDG-09 SDG-09: Industry, innovation and infrastructure The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment |
| title | The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment |
| title_full | The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment |
| title_fullStr | The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment |
| title_full_unstemmed | The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment |
| title_short | The design of a model for the acquisition, reuse and creation of knowledge in a civil engineering environment |
| title_sort | design of a model for the acquisition reuse and creation of knowledge in a civil engineering environment |
| topic | Knowledge management UCTD Knowledge representation Knowledge acquisition Knowledge representation Concept relationships Concept diagrams Engineering, built environment and information technology theses SDG-09 SDG-09: Industry, innovation and infrastructure |
| url | http://hdl.handle.net/2263/64301 |