Abstract
Abstract: Purpose: The goal of this work was to investigate the managerial practices of today to understand if Toyota is sheltering themselves from these newer practices or embracing them like most believe. Design/methodology/approach: This work utilizes a new form of data mining named Latent Semantic Analysis (LSA) to analyze an organizations ideal management practices. Findings: This work shows quantitatively that TPS favors earlier versions of industrial engineering compared to the optimization techniques available today. Originality/value: The use of data mining to analyze organizational management practices.
Original language | English |
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Pages (from-to) | 771-779 |
Number of pages | 9 |
Journal | Journal of Industrial Engineering and Management |
Volume | 4 |
Issue number | 4 |
DOIs | |
State | Published - 2011 |
Keywords
- Dimensional reduction algorithms
- Industrial engineering
- Lean manufacturing
- Management
- Toyota production system (TPS)
ASJC Scopus subject areas
- Strategy and Management
- Industrial and Manufacturing Engineering