Skip to main content

A review of data mining in knowledge management: applications/findings for transportation of small and medium enterprises.

Selamat, S.A.M., Prakoonwit, S. and Khan, W., 2020. A review of data mining in knowledge management: applications/findings for transportation of small and medium enterprises. SN Applied Sciences, 2, 818.

Full text available as:

[img]
Preview
PDF (OPEN ACCESS ARTICLE)
MohdSelamat2020_Article_AReviewOfDataMiningInKnowledge.pdf - Published Version
Available under License Creative Commons Attribution.

771kB
[img] PDF
MohdSelamat2020_Article_AReviewOfDataMiningInKnowledge.pdf - Accepted Version
Restricted to Repository staff only
Available under License Creative Commons Attribution.

772kB

DOI: 10.1007/s42452-020-2589-3

Abstract

A core subfeld of knowledge management (KM) and data mining (DM) constitutes an integral part of the knowledge discovery in database process. With the explosion of information in the new digital age, research studies in the DM and KM continue to heighten up in the business organisations, especially so, for the small and medium enterprises (SMEs). DM is crucial in supporting the KM application as it processes the data to useful knowledge and KM role next, is to manage these knowledge assets within the organisation systematically. At the comprehensive appraisal of the large enterprise in the transportation sector and the SMEs across various industries—it was gathered that there is limited research case study conducted on the application of DM–KM on the transportation SMEs in specifc. From the extensive review of the case studies, it was uncovered that majority of the organisations are not leveraging on the use of tacit knowledge and that the SMEs are adopting a more traditional use of ICTs to its KM approach. In addition, despite DM–KM is being widely implemented—the case studies analysis reveals that there is a limitation in the presence of an integrated DM–KM assessment to evaluate the outcome of the DM–KM application. This paper concludes that there is a critical need for a novel DM–KM assessment plan template to evaluate and ensure that the knowledge created and implemented are usable and relevant, specifcally for the SMEs in the transportation sector. Therefore, this research paper aims to carry out an in-depth review of data mining in knowledge management for SMEs in the transportation industry.

Item Type:Article
ISSN:2523-3963
Uncontrolled Keywords:Knowledge management ; Data mining ; SMEs ; Transportation ; Data mining models ; Knowledge
Group:Faculty of Science & Technology
ID Code:34104
Deposited By: Unnamed user with email symplectic@symplectic
Deposited On:01 Jul 2020 08:04
Last Modified:07 Oct 2020 12:31

Downloads

Downloads per month over past year

More statistics for this item...
Repository Staff Only -