Data mining for exploring hidden patterns between KM and its performance

Knowledge-Based Systems

Volumn 23, Issue 5, 2010, Pages 397-401

  Wu, Wei Wen ^a   Lee, Yu Ting ^a   Tseng, Ming Lang ^b   Chiang, Yi Hui ^a  

^a TA HWA INSTITUTE OF TECHNOLOGY   (Taiwan)

^b MINGDAO UNIVERSITY   (Taiwan)

Author keywords

Bayesian network classifier; Knowledge management; Rough set theory

Indexed keywords

ANALYSIS RESULTS; BAYESIAN NETWORK CLASSIFIER; BAYESIAN NETWORK CLASSIFIERS; BUSINESS PERFORMANCE; CORPORATE PERFORMANCE; DATA MINING TECHNIQUES; HIDDEN PATTERNS;

BAYESIAN NETWORKS; CLASSIFIERS; DATA MINING; DISTRIBUTED PARAMETER NETWORKS; INFERENCE ENGINES; INTELLIGENT NETWORKS; KNOWLEDGE MANAGEMENT; STATISTICS;

ROUGH SET THEORY;

EID: 77955229259     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2010.01.014     Document Type: Article

References (27)

1. H. Benbya, G. Passiante, and N.A. Belbaly Corporate portal: a tool for knowledge management synchronization International Journal of Information Management 24 3 2004 201 220
2. P. Bierly, and A. Chakrabarti Generic knowledge strategies in the US pharmaceutical industry Strategic Management Journal 17 4 1996 123 135
3. D. Carlucci, and G. Schiuma Knowledge assets value creation map: assessing knowledge assets value drivers using AHP Expert Systems with Applications 32 3 2007 814 821
4. B. Choi, S.K. Poon, and J.G. Davis Effects of knowledge management strategy on organizational performance: a complementarity theory-based approach Omega 36 2 2008 235 251
5. B. Choi, and H. Lee An empirical investigation of KM styles and their effect on corporate performance Information and Management 40 5 2003 403 417
6. K.C. Desouza Strategic contributions of game rooms to knowledge management: some preliminary insights Information and Management 41 1 2003 63 74
7. H. Harlow The effect of tacit knowledge on firm performance Journal of Knowledge Management 12 1 2008 148 163
8. E.R. Hruschka, and N.F.F. Ebecken Towards efficient variables ordering for Bayesian networks classifier Data and Knowledge Engineering 63 2 2007 258 269
9. Y.F. Huang, W.W. Wu, and Y.T. Lee Simplifying essential competencies for Taiwan civil servants by using the rough set approach Journal of the Operational Research Society 59 2 2008 259 266
10. J.M. Kamara, C.J. Anumba, and P.M. Carrillo A CLEVER approach to selecting a knowledge management strategy International Journal of Project Management 20 3 2002 205 211
11. E.J.M. Lauria, and P.J. Duchessi A methodology for developing Bayesian networks: an application to information technology (IT) implementation European Journal of Operational Research 179 1 2007 234 252
12. C.C.H. Law, and E.W.T. Ngai An empirical study of the effects of knowledge sharing and learning behaviors on firm performance Expert Systems with Applications 34 4 2008 2342 2349
13. K.C. Lee, S. Lee, and I.W. Kang KMPI: measuring knowledge management performance Information and Management 42 3 2005 469 482
14. S.H. Liao Problem solving and knowledge inertia Expert Systems with Applications 22 1 2002 21 31
15. S.H. Liao Knowledge management technologies and applications-literature review from 1995 to 2002 Expert Systems with Applications 25 2 2003 155 164
16. C. Lina, and S.M. Tsen Bridging the implementation gaps in the knowledge management system for enhancing corporate performance Expert Systems with Applications 29 1 2005 163 173
17. M. Martensson A critical review of knowledge management as a management tool Journal of Knowledge Management 4 3 2000 204 216
18. J.S. Mi, W.Z. Wu, and W.X. Zhang Approaches to knowledge reduction based on variable precision rough set model Information Sciences 159 3-4 2004 255 272
19. H. Mohamadi, J. Habibi, M.S. Abadeh, and H. Saadi Data mining with a simulated annealing based fuzzy classification system Pattern Recognition 41 5 2008 1824 1833
20. Z. Pawlak Rough sets, decision algorithms and Bayes' theorem European Journal of Operational Research 136 1 2002 181 189
21. Z. Pawlak Rough sets, International Journal of Computer and Information Science 11 5 1982 341 356
22. B. Suman Study of simulated annealing based algorithms for multiobjective optimization of a constrained problem Computers and Chemical Engineering 28 9 2004 1849 1871
23. S.M. Tseng Knowledge management system performance measure index Expert Systems with Applications 34 1 2008 734 745
24. T. Wang, J.W. Touchman, G. Xue, Applying two-level simulated annealing on Bayesian structure learning to infer genetic networks, in: Proceedings of the Computational Systems Bioinformatics Conference, CSB 2004, IEEE, Publication Date: 16-19, 2004, pp. 647-648.
25. R. Watson Data Management: Databases and Organizations second ed. 1999 John Wiley New York
26. M.H. Zack Developing a knowledge strategy California Management Review 41 3 1999 125 145
27. S.H. Liao, C.L. Hsieh, and S.P. Huang Mining product maps for new product development Expert Systems with Applications 34 1 2008 50 62