Context-based Keyword Pattern Cluster Analysis technique on tacit knowledge of military centre of expertise (COE)

A preliminary study

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Currently, there is no formal method of collecting and analysing valuable knowledge of Malaysian military personnel which they gained through experiences and formal training skills. The issues arise when the expert employees have come to the end of their service or leave the company in which they will bring along the knowledge, and the knowledge transfer is not properly hand over to the new person in charge. The realisation of the importance of this knowledge has motivated the researchers to capture it in a formal and systematic approach. Therefore, knowledge based portal for capturing the military center of expertise (CoE) on job experiences and skills as knowledge transfer medium is essential. With knowledge collection, the military should be able to analyse and categorise the knowledge and its CoE for standard operation references to other personnel. The aim of this paper is to propose a technique that captures the tacit knowledge of military tactics CoE in the Malaysian Armed Forces using knowledge-based systems. The proposed framework will be able to collect and process the content of the knowledge based using two (2) main components (i) context based keyword pattern and (ii) cluster analysis techniques. The main contribution of this research is a technique that capable of capturing the lesson learnt experiences and skills of knowledge workers, which can be applied to assist in decision making and knowledge transfer in many domain applications. Furthermore, this technique can also be applied to map network of centre of expertise in certain subject matters and identify communities of CoE among the military personnel.

Original languageEnglish
Title of host publication2014 International Conference on Computational Science and Technology, ICCST 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781479932412
DOIs
Publication statusPublished - 18 Feb 2014
Externally publishedYes
Event2014 International Conference on Computational Science and Technology, ICCST 2014 - Kota Kinabalu, Sabah, Malaysia
Duration: 27 Aug 201428 Aug 2014

Other

Other2014 International Conference on Computational Science and Technology, ICCST 2014
CountryMalaysia
CityKota Kinabalu, Sabah
Period27/8/1428/8/14

Fingerprint

Cluster analysis
Personnel
Formal methods
Knowledge based systems
Decision making
Industry

Keywords

  • Cluster Analysis
  • Context-based Keyword Pattern
  • Knowledge Discovery
  • Military Centre of Expertise (COE)

ASJC Scopus subject areas

  • Computer Science(all)

Cite this

Puteri Nor Ellyza, N., & Zainol, Z. (2014). Context-based Keyword Pattern Cluster Analysis technique on tacit knowledge of military centre of expertise (COE): A preliminary study. In 2014 International Conference on Computational Science and Technology, ICCST 2014 [7045173] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCST.2014.7045173

Context-based Keyword Pattern Cluster Analysis technique on tacit knowledge of military centre of expertise (COE) : A preliminary study. / Puteri Nor Ellyza, Nohuddin; Zainol, Zuraini.

2014 International Conference on Computational Science and Technology, ICCST 2014. Institute of Electrical and Electronics Engineers Inc., 2014. 7045173.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Puteri Nor Ellyza, N & Zainol, Z 2014, Context-based Keyword Pattern Cluster Analysis technique on tacit knowledge of military centre of expertise (COE): A preliminary study. in 2014 International Conference on Computational Science and Technology, ICCST 2014., 7045173, Institute of Electrical and Electronics Engineers Inc., 2014 International Conference on Computational Science and Technology, ICCST 2014, Kota Kinabalu, Sabah, Malaysia, 27/8/14. https://doi.org/10.1109/ICCST.2014.7045173
Puteri Nor Ellyza N, Zainol Z. Context-based Keyword Pattern Cluster Analysis technique on tacit knowledge of military centre of expertise (COE): A preliminary study. In 2014 International Conference on Computational Science and Technology, ICCST 2014. Institute of Electrical and Electronics Engineers Inc. 2014. 7045173 https://doi.org/10.1109/ICCST.2014.7045173
Puteri Nor Ellyza, Nohuddin ; Zainol, Zuraini. / Context-based Keyword Pattern Cluster Analysis technique on tacit knowledge of military centre of expertise (COE) : A preliminary study. 2014 International Conference on Computational Science and Technology, ICCST 2014. Institute of Electrical and Electronics Engineers Inc., 2014.
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